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  • 2015-2019  (260)
  • Safari, an O’Reilly Media Company.  (173)
  • Safari, an O'Reilly Media Company  (87)
  • [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.  (193)
  • [Erscheinungsort nicht ermittelbar] : Chapman and Hall/CRC  (67)
Datasource
Material
Language
Years
Year
  • 1
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (294 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Tap into the wisdom of experts to learn what every engineering manager should know. With 97 short and extremely useful tips for engineering managers, you'll discover new approaches to old problems, pick up road-tested best practices, and hone your management skills through sound advice. Managing people is hard, and the industry as a whole is bad at it. Many managers lack the experience, training, tools, texts, and frameworks to do it well. From mentoring interns to working in senior management, this book will take you through the stages of management and provide actionable advice on how to approach the obstacles you'll encounter as a technical manager. A few of the 97 things you should know: "Three Ways to Be the Manager Your Report Needs" by Duretti Hirpa "The First Two Questions to Ask When Your Team Is Struggling" by Cate Huston "Fire Them!" by Mike Fisher "The 5 Whys of Organizational Design" by Kellan Elliott-McCrea "Career Conversations" by Raquel Vélez "Using 6-Page Documents to Close Decisions" by Ian Nowland "Ground Rules in Meetings" by Lara Hogan
    Note: Online resource; Title from title page (viewed November 25, 2019)
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  • 2
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Every org migrating from enterprise data centers to the cloud must discover its own path. Depending on org culture, history, tech diversity, and business model, you will need a mixed bag of techniques, an aptitude for growth mindset, and steadfastness to deal with boundary-less problems. Subbu Allamaraju shares the story of Expedia's strategic migration to the cloud at a massive scale.
    Note: Online resource; Title from title screen (viewed July 29, 2019) , Mode of access: World Wide Web.
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  • 3
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Data friction was a major roadblock for Choice Hotels, preventing the company from achieving their strategic vision for growth and innovation. Propagating the right data to the right teams was a costly and inefficient process that took weeks of manual effort—especially during peak seasons.
    Note: Online resource; Title from title screen (viewed July 15, 2019) , Mode of access: World Wide Web.
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  • 4
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Google has been doing microservices observability for more than a decade. Jaana Burcu Dogan outlines key approaches in instrumenting Google's services, shares best practices and lessons learned related to patterns, UX, performance, and security, and discusses the company's recent work to open-source its internal stack.
    Note: Online resource; Title from title screen (viewed September 16, 2019) , Mode of access: World Wide Web.
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  • 5
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 45 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Uber has implemented an ML and NLP system that suggests the most likely solutions to a ticket to its customer support representatives, making them faster and more accurate while providing a better user experience. Piero Molino, Huaixiu Zheng, and Yi-Chia Wang describe how Uber built the system with traditional and deep learning models and share the lessons learned along the way.
    Note: Online resource; Title from title screen (viewed August 12, 2019) , Mode of access: World Wide Web.
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  • 6
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 38 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The National Security Agency (NSA) uses a lot of open source software, but it’s traditionally been a challenge for developers to navigate the processes, policy, and mechanics of contributing back to the community. Jacob DePriest explains how a group of open source evangelists are trying to strengthen the open source software ecosystem at the NSA and make it a normal part of developers’ jobs.
    Note: Online resource; Title from title screen (viewed September 2, 2019) , Mode of access: World Wide Web.
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  • 7
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This talk is about how at The Financial Times, the Cloud Enablement team who are responsible for equipping the delivery teams with their own AWS account proactively validates the security and compliance of the FT's entire cloud estate.
    Note: Online resource; Title from title screen (viewed July 8, 2019) , Mode of access: World Wide Web.
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  • 8
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 41 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: What is the impact of AI and deep learning on clinical workflows? Enhao Gong and Greg Zaharchuk offer an overview of AI and deep learning technologies invented at Stanford and applied in the clinical neuroimaging workflow at Stanford Hospital, where they have provided faster, safer, cheaper, and smarter medical imaging and treatment decision making.
    Note: Online resource; Title from title screen (viewed September 9, 2019) , Mode of access: World Wide Web.
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  • 9
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 38 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Quantopian integrates financial data from vendors around the globe. As the scope of its operations outgrew cron, the company turned to Apache Airflow, a distributed scheduler and task executor. James Meickle explains how in less than six months, Quantopian was able to rearchitect brittle crontabs into resilient, recoverable pipelines defined in code to which anyone could contribute.
    Note: Online resource; Title from title screen (viewed September 2, 2019) , Mode of access: World Wide Web.
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  • 10
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Shaoshan Liu explains how PerceptIn built a reliable autonomous vehicle with a total cost under $10,000.
    Note: Online resource; Title from title screen (viewed August 19, 2019) , Mode of access: World Wide Web.
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  • 11
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Christopher Nguyen shares lessons learned implementing multiple AI commercial projects at Panasonic. Along the way, Christopher discusses a number of use cases at various stages of implementation maturity and explains what AI really means today in enterprise products, where the key opportunities are, their impact, and key success factors in the adoption of AI across the enterprise.
    Note: Online resource; Title from title screen (viewed August 5, 2019) , Mode of access: World Wide Web.
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  • 12
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 34 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Jessica DeVita tells the story of how a team at Microsoft challenged themselves to retrospect their retrospectives and shares what they learned about applying human factors ideas to software development.
    Note: Online resource; Title from title screen (viewed August 19, 2019) , Mode of access: World Wide Web.
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  • 13
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 29 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Google conducted the first longitudinal study of the underground ecosystem fueling credential theft and identified 12.4 million potential victims of phishing kits. Neal Mueller discusses this data and shares phishing demos and recommendations about the effectiveness of phishing prevention tools, including education, antivirus software, filtering, 2FA, password managers, and security keys.
    Note: Online resource; Title from title screen (viewed May 30, 2019) , Mode of access: World Wide Web.
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  • 14
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 53 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sid Reddy outlines Conversica’s artificial intelligence approach to creating, deploying, and continuously improving an automated sales assistant that engages in a genuinely human conversation at scale with every one of an organization’s sales leads. Sid shares empirical data to assess how personalized, responsive, and helpful the AI assistant is along with observations on the ability of the assistant to help in increasing sales. You’ll learn how an artificial intelligence assistant can free humans to focus on higher-value activities and even lead businesses to employ more people, not fewer, as a result of implementing AI. Sid covers the development of the system, which has been trained using state-of-the-art machine learning algorithms over linguistic features computed from millions of real conversations between leads and clients and explains why the assistant is successful in increasing sales, improving marketing, and gathering critical business intelligence.
    Note: Online resource; Title from title screen (viewed June 24, 2019) , Mode of access: World Wide Web.
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  • 15
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 42 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Pinterest helps you discover and do what you love. Pinterest's infrastructure is built to cater to its scale—over 150M MAUs across the globe contributing and combing through a billion pins—which has very unique requirements. Micheal Benedict explains how Pinterest, a company operating on VMs in the public cloud since its inception, made a move to containers.
    Note: Online resource; Title from title screen (viewed September 16, 2019) , Mode of access: World Wide Web.
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  • 16
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 50 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Launched 10 years ago, the BBC's iPlayer on TV has become the largest iPlayer platform. David Buckhurst and Ross Wilson explore the evolution of the BBC's TV application architecture, from the early days courting different native technologies to the development of an open source library and standards-based platform that supports multiple BBC applications across thousands of TVs.
    Note: Online resource; Title from title screen (viewed May 30, 2019) , Mode of access: World Wide Web.
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  • 17
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 36 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: After a slow start, the finance industry is quickly catching up with others in its adoption of AI. Joe Rothermich explains how Thomson Reuters Labs is using AI to perform research in building quantitative investment models and discusses the company's research in deep learning for credit risk, machine learning and NLP for unlocking alternative datasets, and financial graph-based analytics.
    Note: Online resource; Title from title screen (viewed July 15, 2019) , Mode of access: World Wide Web.
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  • 18
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 40 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Chris Boyd and John Wiley explain how the Wall Street Journal uses machine learning and a proprietary algorithm to predict the likelihood for someone subscribing, which in turn dictates the paywall experience that customer receives.
    Note: Online resource; Title from title screen (viewed June 24, 2019) , Mode of access: World Wide Web.
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  • 19
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Hiring teams have long relied on intuition and experience to scout talent. Increased data and data-science techniques give us a chance to test common recruiting wisdom. Drawing on results from her recent behavioral experiments and analyses of over 10 million jobs and their outcomes, Maryam Jahanshahi illustrates how often innocuous recruiting decisions have dramatic impacts on hiring outcomes.
    Note: Online resource; Title from title screen (viewed September 2, 2019) , Mode of access: World Wide Web.
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  • 20
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 38 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Cade Thacker and Jermaine Davis explain how The Home Depot built a culture of open source development. Along the way, they share perspectives on the coding, tooling, and processes that built institutional inertia to move the company into a position to disrupt retail.
    Note: Online resource; Title from title screen (viewed August 5, 2019) , Mode of access: World Wide Web.
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  • 21
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 38 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Understanding user listening behavior is essential for personalizing music listening experiences on Spotify. Mounia Lalmas explains how Spotify uses machine learning recommenders that take into account what and how users consume playlists and the rich diversity of playlist experiences.
    Note: Online resource; Title from title screen (viewed September 16, 2019) , Mode of access: World Wide Web.
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  • 22
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 22 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Navistar built an IoT-enabled remote diagnostics platform, OnCommand Connection, to bring together data from 375,000+ vehicles in real time, in order to drive predictive analytics. This service is now being offered to fleet owners, who can monitor the health and performance of their trucks from smartphones or tablets. Join Steven Otto to learn more about Navistar's IoT and data journey.
    Note: Online resource; Title from title screen (viewed June 10, 2019) , Mode of access: World Wide Web.
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  • 23
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 41 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: I love open source. You love open source. But your company doesn't get why it's a Very Good Thing™ and won't let you participate. Daniel Ruggeri explains how some open source-loving engineers at Mastercard were able to create a program and change the tone about open source in the enterprise.
    Note: Online resource; Title from title screen (viewed August 12, 2019) , Mode of access: World Wide Web.
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  • 24
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: As healthcare data becomes increasingly digitized, medical centers are able to leverage data in new ways to improve patient care. Jennie Shin explains how Kaiser Permanente developed a sophisticated flu predictor model to better determine where resources were needed and how to reduce outbreaks.
    Note: Online resource; Title from title screen (viewed July 22, 2019) , Mode of access: World Wide Web.
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  • 25
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Christian Monaghan explains how he and his team successfully migrated HealthCare.gov, America's largest government website, to the cloud infrastructure provisioning tool Terraform, shares lessons learned along the way, and details how you can effectively use Terraform for your next project.
    Note: Online resource; Title from title screen (viewed August 26, 2019) , Mode of access: World Wide Web.
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  • 26
    Language: English
    Pages: 1 online resource (1 video file, approximately 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Decision makers are busy. Businesses can hire people to analyze data for them, but most companies are resource constrained and can’t hire a small army to look through all their data. Wayde Fleener explains how General Mills implemented automation to enable decision makers to quickly focus on the metrics that matter and cut through everything else that does not.
    Note: Online resource; Title from title screen (viewed July 29, 2019) , Mode of access: World Wide Web.
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  • 27
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Leemay Nassery discusses the importance of data collection pipelines and explains how to efficiently store datasets with the intention of making them easily accessible by a downstream machine learning platform.
    Note: Online resource; Title from title screen (viewed August 26, 2019) , Mode of access: World Wide Web.
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  • 28
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The use of data throughout Cerner had taxed the company's legacy operational data store, data warehouse, and enterprise reporting pipeline to the point where it would no longer scale to meet needs. Jennifer Lim explains how Cerner modernized its corporate data platform with the use of a hybrid cloud architecture.
    Note: Online resource; Title from title screen (viewed May 30, 2019) , Mode of access: World Wide Web.
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  • 29
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 16 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: When Tamar Bercovici joined Box, the entire platform was running on a single MySQL DB host fronted by a simple pool of memcached servers. Tamar details how the team has evolved the Box database stack to handle an ever-growing query load and dataset. It now comprises hundreds of servers serving millions of queries per second over hundreds of billions of data records.
    Note: Online resource; Title from title screen (viewed July 8, 2019) , Mode of access: World Wide Web.
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  • 30
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 52 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Dan Haywood explains how he and a tiny one-and-a-bit pizza team used Apache Isis—an implementation of the naked objects architectural pattern—to build an invoicing system, Estatio. You'll see what an Apache Isis app looks like in the flesh and learn how Dan and his team manage to keep it modular.
    Note: Online resource; Title from title screen (viewed May 30, 2019) , Mode of access: World Wide Web.
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  • 31
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: When Julia Grace joined Slack two-and-a-half years ago, the company had fewer than 100 engineers. It's now at more than 350, and her team grew from 10 to 50 people in 18 months. Julia shares tips and stories from the leadership front lines as she learned how to rapidly scale herself and her leadership team during a period when her job was substantially changing every six months.
    Note: Online resource; Title from title screen (viewed June 10, 2019) , Mode of access: World Wide Web.
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  • 32
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: At AWS, we participate in open source in several ways. We contribute to open source projects. We report bugs, contribute fixes and enhancements to a wide spectrum of projects ranging from the Linux kernel to PostgreSQL and Kubernetes. We have hundreds of projects of our own, including the security library s2n, and machine learning projects like Apache MXNet, Gluon, and ONNX.
    Note: Online resource; Title from title screen (viewed September 9, 2019) , Mode of access: World Wide Web.
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  • 33
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: How do you decide whether to adopt a leading-edge technology? The Financial Times recently migrated its content platform to Kubernetes. Join Sarah Wells to find out what it takes to migrate 150+ microservices from one container stack to another without affecting the existing production users and while the rest of your teams are working on delivering new functionality.
    Note: Online resource; Title from title screen (viewed August 5, 2019) , Mode of access: World Wide Web.
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  • 34
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Chatbots are having a moment, and banks across the world are utilizing them for everything from basic customer service to assisting internal IT support. But chatbots only skim the AI landscape. Brian Pearce explains how AI helps Wells Fargo use data in a smarter way, from developing custom experiences to uncovering new insights—with customers and employees at the center of it all.
    Note: Online resource; Title from title screen (viewed August 26, 2019) , Mode of access: World Wide Web.
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  • 35
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: AI is transformative for business, but it’s not magic; it’s data. Joe Dumoulin shares how Next IT's global enterprise customers have transformed their businesses with AI solutions and outlines how companies should build AI strategies, utilize data to develop and evolve conversational intelligence and business intents, and ultimately increase ROI.
    Note: Online resource; Title from title screen (viewed September 2, 2019) , Mode of access: World Wide Web.
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  • 36
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 46 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Martin Goodson and Mark St. John Qualter share the results of a yearlong feasibility study on the introduction of AI into the onboarding process at the Royal Bank of Scotland (RBS). Along the way, Martin and Mark share their experiences in translating this complex business process into a high-performance computational system.
    Note: Online resource; Title from title screen (viewed August 26, 2019) , Mode of access: World Wide Web.
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  • 37
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 40 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In 2016, the Alan Turing Institute, the UK’s new national institute for data science and AI, announced a funded strategic multiyear research partnership with HSBC. Christine Foster and Rakshit Kapoor share insights and use cases that emerged while making this ambitious and innovative cross-sector partnership work.
    Note: Online resource; Title from title screen (viewed July 1, 2019) , Mode of access: World Wide Web.
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  • 38
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    Language: English
    Pages: 1 online resource (1 video file, approximately 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: How do you refactor major, core functionality in a million-line codebase without disrupting the entire system? Maude Lemaire explains how Slack overhauled channels and shares the many obstacles the company overcame to boost both application performance and company-wide developer productivity (with only a few hiccups).
    Note: Online resource; Title from title screen (viewed May 30, 2019) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Manish Mehta and Torin Sandall lead a deep dive into how Netflix enforces authorization policies (“who can do what”) at scale in its microservices ecosystem in a public cloud without introducing unreasonable latency in the request path.
    Note: Online resource; Title from title screen (viewed May 30, 2019) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 57 min.)
    Edition: 1st edition
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    Abstract: How can Mozilla evolve our products and capabilities to serve the global, human-driven internet of the future? The company is guided by its mission and supported by the capabilities of its staff and community. Michael Van Kleeck dives into how Mozilla uses its version of enterprise architecture to wisely explore, evaluate, and pivot to and from future opportunities.
    Note: Online resource; Title from title screen (viewed May 30, 2019) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 32 min.)
    Edition: 1st edition
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    Abstract: Sports analytics today is more than a matter of analyzing box scores and play-by-play statistics. Faced with detailed on-field or on-court data from every game, sports teams face challenges in data management, data engineering, and analytics. Thomas Miller details the challenges faced by a Major League Baseball team as it sought competitive advantage through data science and deep learning.
    Note: Online resource; Title from title screen (viewed July 15, 2019) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sam Helmich explains how data science can benefit from borrowing Agile principles. These benefits are compounded by structuring the team roles in such a manner to enable success without relying on employing full stack expert “unicorns.”
    Note: Online resource; Title from title screen (viewed May 30, 2019) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 42 min.)
    Edition: 1st edition
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    Abstract: Ron Bodkin explains how Google is using AI internally to enhance understanding and experiences for its digital customers and enabling external businesses, such as Spotify and Netflix, to do the same. Along the way, Ron shares examples of deep learning use cases that enable improved recommendations, help companies better understand their customers, and drive engagement in the customer lifecycle.
    Note: Online resource; Title from title screen (viewed May 30, 2019) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 48 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Jan Neumann and Dominique Izbicki explain how Comcast uses deep learning to build virtual assistants that allow its customers to contact the company with questions or concerns and how it uses contextual information about customers and systems in a reinforcement learning framework to identify the best actions that answer these customers' questions or resolve their concerns.
    Note: Online resource; Title from title screen (viewed July 1, 2019) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Yahoo! Japan has implemented an internal centralized messaging platform using Apache Pulsar. Nozomi Kurihara explains why the company chose Pulsar over other messaging platforms, such as Apache Kafka, and details actual use cases.
    Note: Online resource; Title from title screen (viewed June 24, 2019) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 47 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Software Development Teams in the Banking Sector in South Africa are made of a number of technical and non-technical experts. The challenge with these teams is trying to lead them to adapt to a new architecture. Reasons are either the audience does not understand the proposed architecture, or they feel they don’t have a sense of control or participation within the proposed solution.
    Note: Online resource; Title from title screen (viewed August 12, 2019) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 40 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Hari Ramamurthy and David Narayan share practical patterns Home Depot used to solve complex stream processing problems at massive scale, the technology needed, and lessons learned on the company's journey toward distributed software systems.
    Note: Online resource; Title from title screen (viewed August 19, 2019) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 51 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Fender Digital’s service infrastructure is 100% serverless. The promises of serverless include reduced costs and simplified operations, and the challenge lies in how to implement complex applications on a FaaS platform. This session covers the best practices we have established at Fender Digital to optimize function performance and ensure observability.
    Note: Online resource; Title from title screen (viewed July 1, 2019) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In this session, Angie Brown, VP of Store Technology at The Home Depot, will showcase how this leading do-it-yourself retailer is hammering the application of open source technology to build their award-winning customer experiences across their interconnected environment. You’ll hear how they use open source for their OS in stores, online search, order management, analytics and more.
    Note: Online resource; Title from title screen (viewed June 10, 2019) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 38 min.)
    Edition: 1st edition
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    Abstract: Today’s global climate of international development funding cuts, along with growing challenges in sustainability of FOSS projects generally, calls for a renewed focus on co-investment in shared resources for those projects. Michael Downey explains how the DIAL Open Source Center is working toward this goal.
    Note: Online resource; Title from title screen (viewed July 15, 2019) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 41 min.)
    Edition: 1st edition
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    Abstract: Michael Van Kleeck and Jason Crowe lead a frank discussion of Mozilla’s multiyear journey to take all of its apps from the data center to the cloud. Join in to hear about the adventure, in which Mozilla vanquishes a multitude of organizational and technical challenges and emerges ready to empower its mission of protecting the open internet.
    Note: Online resource; Title from title screen (viewed August 19, 2019) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 28 min.)
    Edition: 1st edition
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    Abstract: Mount Sinai Health has moved up the analytics maturity chart to deliver business value in new risk models around population health. Mike Berger explains how Mount Sinai designed a team, built a data factory, and generates the analytics to drive decision-centricity and explores examples of mixing Tableau, SQL, Hive, APIs, Python, and R into a cohesive ecosystem supported by a data factory.
    Note: Online resource; Title from title screen (viewed August 19, 2019) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 52 min.)
    Edition: 1st edition
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    Abstract: At Danske Bank we are implementing ideas and practices as CI/CD, Microservices and DevOps in the extreme conditions of a Financial Enterprise. During this quest for Agility, we are turning decades of legacy into actual competitive advantage, enabling us to define and deliver brand new financial services at the rate and speed of start-ups. We are doing that through the simple concept of an Enclave.
    Note: Online resource; Title from title screen (viewed August 19, 2019) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 31 min.)
    Edition: 1st edition
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    Abstract: The 2012 Obama campaign ran the first personalized presidential campaign in history. The data team was made up of people from diverse backgrounds who embraced data science in service of the goal. Civis Analytics emerged from this team and today enables organizations to use the same methods outside politics. Katie Malone shares lessons learned from these experiences for building effective teams.
    Note: Online resource; Title from title screen (viewed August 5, 2019) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 30 min.)
    Edition: 1st edition
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    Abstract: Captricity has deployed a machine learning pipeline that can read handwriting at human-level accuracy. Ramesh Sridharan discusses the big ideas the company learned building and deploying this system, using data to identify specific problems to solve using AI and to evaluate and validate the algorithm itself and the overall system once deployed.
    Note: Online resource; Title from title screen (viewed July 8, 2019) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 50 min.)
    Edition: 1st edition
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    Abstract: Software architects and enterprise architects work with a variety of roles, and often the deep technical work is performed by other application architects or solutions architects. Maggie Carroll shares useful skills and actionable techniques for creating a new architecture function and leading other architects in developing a system of systems.
    Note: Online resource; Title from title screen (viewed July 22, 2019) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 33 min.)
    Edition: 1st edition
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    Abstract: Cashflow is responsible for 80–90% of UK SME failure. Fluidly uses the wealth of financial data available through APIs to instantly predict cashflow. Johnnie Ball details how the company built an automated cashflow engine, explores the challenges faced in applying AI to financial data, and explains how machine learning can redefine how we think about established approaches to modeling.
    Note: Online resource; Title from title screen (viewed June 10, 2019) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 41 min.)
    Edition: 1st edition
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    Abstract: Software and applications run on a real physical network. Trying to deliver packets across the data center or around the world can pose unique challenges depending on the application and performance requirements because modern networks are a complicated mix of technologies. Understanding the interaction between these components can be challenging when the network and applications are controlled by one administrative entity. It's even more complicated when the underlying resources are leased from an IaaS provider. The complex interplay between the various components can have unwanted effects on applications. Successfully running applications requires you to have some understanding of the various things that may affect performance. André Henry discusses latency and bandwidth, provides a high-level overview of network components and topology, explores software-defined networks (SDNs), shares how various protocols and configuration can affect network performance, and explains buffers and buffer bloat.
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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    Language: English
    Pages: 1 online resource (31 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Facing unprecedented challenges, the financial services industry is undergoing a fundamental transformation. Regulatory requirements to minimize systemic risk now encourage fair competition and transparency, transforming the "winner takes all" concept into a "co-opetition" environment. Now, companies must compete and collaborate to remain relevant in today's digital economy. How exactly will this work? That's where Distributed Ledger Technologies (DLT) come into play. This report-a resource for business and tech professionals alike-examines the potential that DLT and blockchain have for transforming the banking industry. Jorge Lesmes, Global Head of everis Blockchain Banking Practice, examines how these technologies have moved from pilot projects to in-production applications that provide real value and benefits to end users. In three separate use cases, you'll learn how DLT and blockchain can help bring about the "Internet of Value"-a secure method of sending and receiving value in the same way we transact data. You'll examine: How DLT platforms have the power to make the Internet of Value a reality How DLT and blockchain are used in real production environments The current challenges associated with DLT platform interconnectivity Using DLT to enable self-sovereign digital identity management Enabling interoperability among DLT platforms and traditional ledgers Using DLT to enable streaming micropayments
    Note: Online resource; Title from title page (viewed November 25, 2019)
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    Language: English
    Pages: 1 online resource (38 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: The most common Agile framework for project management and product delivery today is Scrum. If you combine Scrum with Kanban-an Agile method for process improvement and workflow management-you get Scrumban: a project management/product delivery tool that features pull systems, workflow visualization, and process improvement. In this report, Andrew Stellman examines the fundamentals of Scrum and Kanban, and explains how a Scrumban hybrid can combine Scrum and Kanban effectively and take both of them to the next level. A widely recognized expert in transforming and improving software organizations, teams, and code, Stellman explains how teams that adopt Scrumban combine the core parts of both approaches to deliver better products today while continuing to improve into the future. Agile practitioners will discover why a growing number of software teams now use Scrumban. Review the core elements of Scrum and Kanban for product delivery and process improvement Understand how Scrumban incorporates the empirical process control of Scrum with the pull systems of Kanban to maintain the integrity of both Explore common misconceptions, including the notion that Scrum and Kanban have the same goals or that Scrumban is just "iterationless" Scrum Learn how to use your current Scrum implementation as a starting point for meaningful process improvement that can make your product delivery even more effective Examine a case study that describes a successful real-world implementation of a Scrum and Kanban hybrid
    Note: Online resource; Title from title page (viewed November 25, 2019)
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    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: How do you put the power of deep learning into the hands of product managers, business analysts, innovators, educators, and researchers? In this Spotlight on Data , find out how Silicon Valley Innovation Laboratories-a research center established by Japanese electric and electronics equipment company Furukawa Electric-trained a deep learning model to recognize manufacturing defects in fiber optic cables using platform.ai, without writing any code or needing the help of a data scientist. Recorded on August 8, 2019. See the original event page for resources for further learning. Find future live events to attend or watch recordings of other past events . O'Reilly Spotlight explores emerging business and technology topics and ideas through a series of one-hour interactive events. In live conversations, participants share their questions and ideas while hearing the experts' unique perspectives, insights, fears, and predictions for the future. In every edition of Spotlight on Data , you'll learn about, discuss, and debate the tools, techniques, questions, and quandaries in the world of data. You'll discover how successful companies leverage data effectively and how you can follow their lead to transform your organization and prepare for the Next Economy.
    Note: Online resource; Title from title screen (viewed December 5, 2019)
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    Language: English
    Pages: 1 online resource (1 video file, approximately 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Deciding what to work on is always difficult and is especially treacherous for folks working as infrastructure engineers and leaders. Infrastructure teams that solve the right problems subtilely shift their company's trajectory upwards. Poor approaches lead toward a morass of firefighting and frustration. With so many opportunities and sometimes fuzzy metrics, planning is threading a needle between the tyranny of choice and the specter of ambiguity. Will Larson (Stripe) unpacks the process of picking and prioritizing technical infrastructure work, which is rarely if ever discussed but is so essential to long-term company success. Will shares Stripe's approach to evolving your approach to prioritizing infrastructure as your company scales, justifying-and maybe even expanding-your company's spend on technical infrastructure, exploring the whole range of possible areas to invest into infrastructure, adapting your approach between periods of firefighting and periods of innovation, and balancing investment in supporting existing products and enabling new product development. You'll come away with a broad set of tools, frameworks, and ideas for plotting the future of your technical infrastructure. This session was recorded at the 2019 O'Reilly Velocity Conference in San Jose.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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    Language: English
    Pages: 1 online resource (1 video file, approximately 38 min.)
    Edition: 1st edition
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    Abstract: Virtual machines changed the world and containers swooped in shortly after. Kubernetes now empowers us to wield both technologies according to our needs. Kris Nova (Independent) examines the motivation for each unique piece of technology and dives into use cases for both. She then discusses the migration path of building hybrid cloud native systems from conventional virtualized infrastructure and explores concerns of each application encapsulation method. You'll learn when to use which technology as well as the exciting primitives Kubernetes gives you to manage both containers and VMs seamlessly in a declarative way. If you're currently running large stateful workloads on virtual machine infrastructure and are considering moving to Kubernetes, this talk is for you. Prerequisite knowledge A working knowledge of a legacy virtual machine infrastructure What you'll learn Gain confidence that you can design and implement systems spanning both virtual machines and container infrastructure for your engineering organization Learn valuable lessons about architecting these systems in the field taken from real-life concrete examples from field engineering work This session was recorded at the 2019 O'Reilly Open Source Software conference in Portland.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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    Language: English
    Pages: 1 online resource (1 video file, approximately 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Building microservices applications introduces more complexity into your architecture. Highly distributed applications on elastic, ephemeral infrastructure that communicate heavily over the network make for an environment where an application is always in a fluid, partially failing state at all times. To help developers transition from the monolithic way of designing and building software to a more service-oriented approach, we need to bridge the gap in tooling to help diagnose and understand what a normal state looks like and how to recover from a non-normal state. Mitchell Kelley and Scott Cranton (solo.io) discuss the types of failures that can occur, namely networking, application behavior/code, and storage, and present a systemic workflow for prodding and exploring a system to detect faults and abnormal behavior. This framework builds on the practices known as chaos engineering. Mitchell and Scott take a look at two open source projects that aim to complement this workflow: the Squash project, for step-by-step distributed microservices debugging, and Gloo Shot, a newly created chaos engineering framework. Prerequisite knowledge Familiarity with debugging applications and building distributed applications A basic understanding of services-oriented applications What you'll learn Understand chaos engineering Learn how to debug distributed applications with appropriate tooling Investigate the requisite workflow to apply toward system behavior exploration This session was recorded at the 2019 O'Reilly Open Source Software conference in Portland.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 16 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Many presentations on microservices offer a high-level view of the architecture; rarely do you hear what it's like to work in such an environment. Individual services are somewhat trivial to develop, but now you suddenly have countless others to track. You'll become obsessed over how they communicate. You'll have to start referring to the whole thing as "the Platform." You'll have to take on some considerable DevOps work and start learning about deployment pipelines, metrics, and logging. Don't panic. Stephen Pember (Toast) shares what he's learned over the past six years migrating from a monolith to microservices across several companies. He examines what a development lifecycle might look like for adding a new service, developing a feature, or fixing bugs. You'll see how team communication is more important than one might realize, as coordinating on architecture designs and implementation is crucial. Most importantly, he'll show how-while an individual service is simple-the infrastructure demands are now much more more complicated: your organization will need to introduce and become increasingly dependent on various technologies, procedures, and tools ranging from the ELK stack to Grafana to Kubernetes. You'll leave understanding why your resident SREs should be the most valued members of your team.
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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    Language: English
    Pages: 1 online resource (1 video file, approximately 51 min.)
    Edition: 1st edition
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    Abstract: What happens when you rely on a third-party service and it goes down? And how do you even know it's down until your own product stops working or hangs? In this Spotlight on Cloud , learn how the United States Digital Service (USDS) made its systems more fault tolerant. Aaron Wieczorek, site reliability engineer at USDS, analyzes the challenges of proactively monitoring third-party services and details USDS's black box monitoring solution, which uses modern open source tools like Prometheus and Grafana to provide monitoring, incident response, and root cause analysis for events outside of the team's control. Recorded on September 5, 2019. See the original event page for resources for further learning or watch recordings of other past events . O'Reilly Spotlight explores emerging business and technology topics and ideas through a series of one-hour interactive events. In live conversations, participants share their questions and ideas while hearing the experts' unique perspectives, insights, fears, and predictions for the future. In every edition of Spotlight on Cloud , you'll learn about the complex, ever-evolving world of the cloud. You'll discover how successful companies have adopted and embraced this massive network of shared information and how you can follow their lead to transform your organization and prepare for the Next Economy.
    Note: Online resource; Title from title screen (viewed December 20, 2019)
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 40 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Unlike a monolith, which is an independently deployable unit that can be tested as a whole, microservices are a distributed system, composed of many services that can be tested and deployed independently of each other. While this approach has many advantages, from a testing perspective it can actually make things harder. How do I know the impact of changing or deploying a microservice on other microservices that may depend on it? Andrew Morgan dives into common microservices testing anti-patterns, including building an end-to-end testing microservices like a monolith, the "distributed monolith" anti-pattern, and unit tests that are heavily reliant on stubs of other microservices that may be inaccurate or stale. He then offers an overview of consumer-driven contract (CDC) testing-a TDD at the API level approach to microservices-as a way to mitigate them. Andrew walks you through the concept end to end, explaining how to use it to guarantee that both message-driven and API-driven interactions between microservices will work without end-to-end testing, provide a fast and reliable feedback loop for microservices development, and deliver independently testable and releasable microservices.
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    Pages: 1 online resource (1 video file, approximately 25 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The transformative benefits gained in evolving from a project to product mind-set should not only be for the devs. In today's digital age, it is more important than ever for the infrastructure itself to be fast, fully automated, self-healing, and scalable to meet the ever-changing business demands. The move to the cloud provides these capabilities, but the real transformation is in the people. Infrastructure teams and their traditional silos across the enterprise must transform to measure their people in terms of their collective contributions to a shared goal rather than by their efforts. This value can only be realized by changing from a project to a product mind-set. Heather Martin (Discover) walks through the journey that started with automating everything in Discover's traditional infrastructure through the capabilities of the cloud to a more valuable shift in treating the infrastructure as a product. The shift to a product-centric organization has allowed Discover to move from a less valuable traditional functional model to one that is agile and focused on delivering business outcomes and capabilities that provide real value that can help anticipate customer needs. Heather reveals how invoking a shared responsibility model and absorbing and evolving needed product characteristics allowed the company to move faster and made its platforms and services more resilient and relevant and how this shift allowed the company to gain insight and fast feedback to develop and quickly deliver a better and more meaningful product. Most importantly, now being able to focus people on value-added work, rather than toil, allows increased business agility to give Discover an advantage over its competitors. The road has had its fair share of bumps and, at times, potholes that almost swallowed the team up. Discover is a company of very tenured technologists that have at times been extremely resistant to change. The technology is easy; it's the people that are hard, and Heather's team has the bruises to prove it. So she shares the lessons learned in the hope you won't make the same mistakes and that you can accelerate your own journey. She provides you with the perspective and guidance to get started, quickly mature, get unstuck, and find yourself delivering infrastructure with more value and intention than ever before.
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 44 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Describing software or IT architectures and effectively communicating about architecture to (business) stakeholders is a relevant and important skill for all architects. Many architects can advance in that skill, since communicating (about) architecture is hard, especially to nontechnical stakeholders. Jochem Schulenklopper (Xebia) dives into theory, practice, and examples; he presents relevant theories, techniques, and examples of creating architecture visualizations that are attractive, informative, and easier to understand for nontechnical audiences. Visual communication (on architecture) has many facets to look at and can take many forms. Jochem touches upon theory, examples (and some not-so-great examples), and practical advice on each of those facets: basic visual attributes, composition/layout, color, text, graphs, sketches, icons, images and pictures, and storytelling.
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 45 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Building intermicroservice communication over the network is one of the hardest things in building microservices. The resiliency of microservice-based applications heavily depends on how well they handle interservice communication over an unreliable network. To make microservices resilient, the developers have to apply numerous resiliency patterns such as timeout, retry, circuit breaker, fail-fast, bulkhead, transactions, and failover/load balancing. Most of these patterns are implemented as part of the service logic, and microservice development technologies have to cater to such requirements. On the other hand, service meshes try to offer such commodity features as part of a shared communication infrastructure. Kasun Indrasiri (WSO2) explores the importance of microservice resiliency; details resilience patterns for interservice communication, including timeout, retry, circuit breaker, fail-fast, bulkhead, transactions, and failover/load balancing; dives into transactions resiliency; discusses technologies for building resilient microservices; and outlines the role service meshes play in building resilient microservices communication.
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 42 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This talk is for those organizations that have struggled to provide the right development opportunities for team members as the team grows-whether to developers looking to move into architecture or existing architects looking to become better craftsmen. Jean Bordelon (Bounteous) shares approaches to give aspiring architects meaningful ways to grow and veteran architects ways to hone their craft, as well as lessons learned along the way. Your milage may very, and for sure some of the approaches have worked better than others. Jean offers an overview of the real-world experience as his team experimented with these techniques, helping guide your journey toward a stronger, more capable architecture competency and helping your team reach their potential.
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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  • 72
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Microservices and containers have taken the software industry by storm. Transitioning from a monolith to microservices enables you to deploy your application more frequently, independently, and reliably. However, microservice architecture has its own challenges, and it has to deal with the same problems encountered while designing distributed systems. Enter service mesh technology to the rescue. A service mesh reduces the complexity associated with microservices and provides functionality like load balancing, service discovery, traffic management, circuit breaking, telemetry, fault injection, and more. Istio is one of the best implementations of a service mesh at this point, while Kubernetes provides a platform for running microservices and automating deployment of containerized applications. Join Samir Behara (EBSCO) to go beyond the buzz and understand microservices and service mesh technologies. This session was recorded at the 2019 O'Reilly Software Architecture Conference in San Jose.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (44 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Blockchain-based protocols like Bitcoin and Ethereum have made sending digital values in the form of tokens as cheap and easy as sending an email. But while cryptographic tokens (sometimes called "cryptocurrencies") may be as important to the next-generation internet as the World Wide Web was to Web 1.0, people aren't yet sure how to best design tokens or even what to do with them. In this report, Shermin Voshmgir, director of the Research Institute for Crypto Economics at the Vienna University of Economics, walks you through the different types of tokens, along with their properties and both operational and conceptual use cases. You'll get a concise overview of the current state of tokenization in our economy and explore the potential effects and dynamics of a future "token economy." You'll learn: What a token is A framework for determining the properties of a token Common use cases for different token types The relationship between tokens and money (including the functions of money that most current tokens don't fulfill) Where the token economy is headed
    Note: Online resource; Title from title page (viewed October 25, 2019)
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  • 74
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (46 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Fast access to data has become a critical game changer. Today, a new breed of company understands that the faster they can build, access, and share well-defined datasets, the more competitive they'll be in our data-driven world. In this practical report, Scott Haines from Twilio introduces you to operational analytics, a new approach for making sense of all the data flooding into business systems. Data architects and data scientists will see how Apache Kafka and other tools and processes laid the groundwork for fast analytics on a mix of historical and near-real-time data. You'll learn how operational analytics feeds minute-by-minute customer interactions, and how NewSQL databases have entered the scene to drive machine learning algorithms, AI programs, and ongoing decision-making within an organization. Understand the key advantages that data-driven companies have over traditional businesses Explore the rise of operational analytics-and how this method relates to current tech trends Examine the impact of can't wait business decisions and won't wait customer experiences Discover how NewSQL databases support cloud native architecture and set the stage for operational databases Learn how to choose the right database to support operational analytics in your organization
    Note: Online resource; Title from title page (viewed December 25, 2019)
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  • 75
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Hiring for your engineering team is one of the most important determiners of engineering project success-and also an undeveloped skill in most small teams. How do you design a hiring process that's fair to candidates, respects everyone's time, and leads to the best possible outcome for your team? In this edition of Spotlight on Learning from Failure , learn the dos and don'ts of identifying the right people to add to a team, distilled from the real-world experiences of engineering hiring managers. Recorded on June 25, 2019. See the original event page for resources for further learning. Find future live events to attend or watch recordings of other past events . O'Reilly Spotlight explores emerging business and technology topics and ideas through a series of one-hour interactive events. In live conversations, participants share their questions and ideas while hearing the experts' unique perspectives, insights, fears, and predictions for the future. In every edition of Spotlight on Learning from Failure , you'll discover the lessons learned from failures both large and small. You'll discover how successful companies have addressed setbacks, missteps, and challenges and how you can grow from their examples.
    Note: Online resource; Title from title screen (viewed November 14, 2019)
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  • 76
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 1 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Making Things Happen is among the most popular books on project management ever written, known for its direct, actionable, and humane advice on every aspect of leading teams and projects. For the book's 10th anniversary, author Scott Berkun presented a fast and fun summation of the book's core ideas and explained how you can apply them to the projects you're working on today. Recorded on July 10, 2019. See the original event page for resources for further learning. Find future live events to attend or watch recordings of other past events . O'Reilly Spotlight explores emerging business and technology topics and ideas through a series of one-hour interactive events. In live conversations, participants share their questions and ideas while hearing the experts' unique perspectives, insights, fears, and predictions for the future. In every edition of Spotlight on Innovation , you'll discover what successful companies have in common and how you can follow their lead with small practical steps to transform your organization and prepare for the Next Economy.
    Note: Online resource; Title from title screen (viewed November 14, 2019)
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  • 77
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Data science, visualization, and artificial intelligence are powerful tools, but they can reinforce structural inequalities like sexism and racism. How do we-CTOs, product managers, marketing managers, data scientists, developers, and others-navigate these ethical challenges? The short answer: feminism-a vibrant body of thought and action from the past 50+ years that provides a model for analyzing and addressing the unequal distribution of power in the world as well as working toward data fairness. In this Spotlight on Data , Catherine D'Ignazio and Lauren Klein discuss key concepts from their forthcoming book, Data Feminism (MIT Press, 2020), which applies feminist ideas to data science and outlines seven principles for using data in the service of greater justice. You'll learn what "data feminism" means, how to evaluate your data practices through a feminist lens, and why feminism is not just for, about, or by women. You'll also discover how the principles of data feminism apply to different stages of the data processing pipeline, from project inception to collection to cleaning and analysis to communication. Recorded on August 19, 2019. See the original event page for resources for further learning. Find future live events to attend or watch recordings of other past events . O'Reilly Spotlight explores emerging business and technology topics and ideas through a series of one-hour interactive events. In live conversations, participants share their questions and ideas while hearing the experts' unique perspectives, insights, fears, and predictions for the future. In every edition of Spotlight on Data , you'll learn about, discuss, and debate the tools, techniques, questions, and quandaries in the world of data. You'll discover how successful companies leverage data effectively and how you can follow their lead to transform your organization and prepare for the Next Economy.
    Note: Online resource; Title from title screen (viewed December 5, 2019)
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  • 78
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 51 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Recent discussions about service mesh have been dominated by vendors, each trying to frame service mesh as a new technology that provides security, reliability, and observability for east-west traffic. However, just as microservices are an architectural pattern and not a specific technology, service mesh is a new way to deploy features that in the past fell into the category of API management. In a service mesh, a proxy is deployed locally with each service in an application. Each service only communicates directly with the proxy on its host, and proxies communicate with each other to pass traffic between services over the network. Marco Palladino (Kong) explores the service mesh pattern and discusses the problems the pattern is designed to solve, including security (proxies can encrypt all network traffic without services being aware of it), observability (proxies collect metrics, logs, and tracing data from network traffic), reliability (proxies can enforce rate limiting, retries, and handle network drops), composability (swap or reuse services with nothing but a proxy configuration change), standardization (east-west traffic can all be secured in the same way), and efficient development (service developers can focus on business logic instead of interservice communication). Finally, he explains the requirements for any technology that supports this pattern: services can be any size, in any language, or run on any infrastructure or a mix; proxies need to be lightweight, since an instance will be deployed with each service; proxies should be flexible and composable to provide security, reliability, and observability benefits; proxies should be simple to deploy and replace in containerized environments; and proxies should be self-reliant and resilient to network slowdowns and failures. This session was recorded at the 2019 O'Reilly Software Architecture Conference in San Jose.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (857 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Apple gives macOS new features and improvements right on your desktop and under the hood with Catalina-aka OS X 10.15. With this updated guide, you'll learn how to use your iPad as a second screen, work with iPad apps on your Mac, and use Screen Time on your Mac. This new edition of the #1 bestselling Mac book shows you how to use the revamped apps for Music, Podcasts, and TV. Loaded with illustrations, step-by-step instructions, tips, and tricks, this book from David Pogue-Missing Manual series creator, New York Times columnist, and Emmy-winning tech correspondent for CNBC, CBS, and NPR-covers everything Catalina has to offer with lots of humor and technical insight.
    Note: Online resource; Title from title page (viewed December 18, 2019)
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (46 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: With nation-states, organized crime groups, and other attackers scouring systems to steal funds, information, or intellectual property, incident response has become one of today's most important technology sectors. If you're not familiar with incident response, this practical report shows security operations center (SOC) analysts, network engineers, system administrators, and management how to conduct a complete incident response program throughout your organization. Incident response is essential for every business and organization online as more and more attackers look to make a statement, gather information, or make a buck. In this short primer, author Ric Messier explains foundational concepts and then shows you how to identify and categorize incidents. You'll learn why preparation is key for detecting activity and responding quickly. Explore incident response concepts, including the precise meaning of risk , events , incidents , and threats Understand the steps necessary to conduct incident identification and categorization Learn how threat intelligence helps you discover who's attacking and why Use threat intelligence to conduct threat hunting and inform your prevention and detection strategies Understand why an incident response program will help you limit the number of investigations you conduct
    Note: Online resource; Title from title page (viewed December 25, 2019)
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Alexander Wood (Amazon Web Services) live-codes a serverless web application, including asynchronous events, on AWS Lambda using the Ruby runtime. Using open source tools such as the AWS SAM CLI, the AWS SDK for Ruby, and the Aws::Record Ruby gem, Alexander goes from a blank folder to a web application that has high availability and can scale to thousands of requests per second. Prerequisite knowledge Experience writing production web applications of any kind (useful but not required) What you'll learn Learn how to develop serverless web applications in a live-coding format, the set of open source tools available both generally and for Ruby serverless functions, and a number of best practices for serverless development This session was recorded at the 2019 O'Reilly Open Source Software conference in Portland.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: When it comes to digitally recording and storing valuable information, no other technology can match the strength of security of the blockchain. Blockchain's distributed-ledger technology offers near immutable record keeping for transactions of all kinds, including legal contracts, property deeds, registrations, financial matters, birth certificates and other personal information, municipal archives, important business data, or any other types of activity for which inviolable records must be maintained. Of course, most people associate blockchain with cryptocurrency, but this fascinating technology is capable of much, much more. Ethereum represents the second-generation in the public blockchain, In addition to offering its own cryptocurrency (Ether) Ethereum's second-generation architecture allows it to manage many other types of assets. In this course, designed for participants who have a basic understanding of programming languages such as Java, Python, and JavaScript, and who know how to use web-based applications, your host, blockchain and Ethereum expert, Jim Sullivan, introduces you to the Ethereum network. You'll learn how it works and examine ideas like blockchain consensus, the essential concept at the core of blockchain's reliability and integrity. Jim also presents the tools you'll use to manage your Ethereum environment. You'll explore the differences between first- and second-generation blockchain technology and see how Ethereum nodes can run programming code called Smart Contracts, which you can set up to take actions on Ethereum transactions. In addition, Jim teaches you about designing and building Decentralized Applications or DApps, and much more. You'll benefit from the hands-on approach of this video course, which includes use cases to reinforce what you learn and get you started on your way toward developing enterprise Blockchain applications using Ethereum. What you'll learn-and how you can apply it Understand the structure of the Ethereum Blockchain Learn blockchain cryptography through hands-on exercises Learn how to model and build DApps via step-by-step projects How to design and build Ethereum Smart Contracts Understand common Smart Contract patterns like access restriction and state machine Understand how Ethereum manages assets such as cryptocurrencies, and other assets Use your knowledge of Ethereum to solve real-life problems This course is for you because... You're a data administrator and want to learn how blockc...
    Note: Online resource; Title from title screen (viewed December 20, 2019)
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 40 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Christie Koehler (HashiCorp) takes you through the fundamentals of Terraform as she uses it to deploy cloud infrastructure live. You'll orient yourself to the current state of the infrastructure as Christie open as a cloud shell and inspects the Terraform state file, then makes some changes to the Terraform configuration, which deploys a new pod and configures a web service for that pod. Terraform plan with those changes, review the plan, and apply. Take a look with Christie at the Kubernetes dashboard to verify the changes have been made, and review and approve a pending pull request to the Terraform configuration that sets up a simple serverless app in the cloud infrastructure. As before, Terraform plan with those changes, review, and apply. Then take a look at the cloud provider dashboard to verify the serverless function or application has been deployed, and test it. If there's time, Christie will walk you through how to detect and manage drift (i.e., when infrastructure changes outside of Terraform). This session was recorded at the 2019 O'Reilly Open Source Conference in Portland, OR.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (47 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Enterprises are learning that a large measure of success for adopting devops is the spirit of collaboration it instills among teams. While companies introduce devops to solve technical issues and shorten the development life cycle, many soon realize that people working together is a key part of the process. This practical report provides managers with practices and strategies for fostering collaboration within their organizations. Authors Jennifer Davis and Ryn Daniels ( Effective DevOps ) explain how collaboration among development and operations teams is about building trust, empathy, and psychological safety. You'll learn how to promote these essential building blocks and help teams apply them through each stage of your development lifecycle. Discover how to empower employees, create more productive and innovative teams, and build a respectful workplace. Build durable, long-lasting relationships with colleagues by instilling trust, empathy, and team psychological safety Promote effective communication to increase understanding, assert influence, give recognition, and build community Strengthen engineering effectiveness by putting collaboration principles into practice throughout the development lifecycle Get actionable advice for promoting effective collaboration during your product's discovery, development, and production phases
    Note: Online resource; Title from title page (viewed December 25, 2019)
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 41 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: You built your system, you deployed it, you rolled it up in production, but it's just the beginning. The life of your system just started. It will grow, evolve, and wake you up in the middle of the night. Usually, at this point you start thinking about fault tolerance and error handling. Fault-tolerance concepts sound simple: modern frameworks promise to effortlessly solve it for you. But what's hiding behind the simplicity? Alex Borysov (Google) and Mykyta Protsenko (Netflix) take you along for a sneak peak at how to design and build truly fault-tolerant Java systems. They make it real by trying failure scenarios against a live system (you'll watch it recover in real time) and then review the recipes (with gRPC and REST examples and a number of open source tools) that you can use right away to make your code more resilient and your system more robust. Prerequisite knowledge A basic understanding of microservice architecture This session was recorded at the 2019 O'Reilly Open Source Software conference in Portland.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Organizations are shifting from centralized control and planning to adaptive approaches focusing on time to market, delegated autonomy, and freedom to experiment. In this new world of two-pizza teams organized around microservices, there are two common failure modes: the first is hierarchical command and control from ivory-tower architects with strict lists of approved tools and rigorous control gates for design reviews at various stages; at the opposite end of the spectrum is chaos with every team doing whatever they want and close to zero governance. Jonny LeRoy explores the Goldilocks zone that makes sure organizational risks and opportunities are handled while still giving teams as much autonomy as possible within those constraints. He draws on ThoughtWorks's recent client experience to delve into some of the strategies and approaches for creating the Goldilocks zone of lightweight governance: automating compliance, focusing on vision, principles and constraints, enrolling gatekeepers as collaborators, paved roads and the pit of success, tech radar as a lightweight governance tool, and ADRs for visibility. He also touches on how to help architects become comfortable with evolution, the org design implications, how to be responsive to skill levels on teams, and how to think about innovation zones.
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 34 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Technical debt is a funny thing. While the term attempts to make an analogy with financial debt, technical debt and financial debt have nothing in common. Instead, it's the name we give engineering decisions we disagree with. Robert "r0ml" Lefkowitz (Retired) offers an overview of technical debt, explaining how to recognize it, how to prevent or reduce it, and how come we see so much of it. Many so-called best practices today, are, in fact, technical debt factories. The reason we have so much of it is that we eagerly create it at earlier stages of an organization and fail to alter our approaches soon enough when the organization matures, and these early practices which were "investment" become "debt." Robert discusses many of these practices. One of these is microservices-often undertaken as a technique for increasing agility, at the cost of manufacturing tech debt. Robert details common methods for avoiding increasing the tech debt burden by deploying microservices. Robert explores two primary themes that apply to multiple software methods. The first is the principle of parsimony, which dates back to the ancient Greeks but was popularized more recently by the 12th century theologian William of Ockham. The second theme is the doctrine of immutability. This idea, too, flowered during the Middle Ages and is enjoying a renaissance today with the rise of functional programming languages. Robert dives into both of these ideas as they apply to data types, programming languages, network protocols, software dependencies, configuration management, and more. This session was recorded at the 2019 O'Reilly Software Architecture Conference in New York.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 50 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: There's no scarcity of raw data within enterprises. So why can't analysts and data scientists generate insights fast enough to keep up with business needs? Extracting insights depends on data engineering and source teams to ingest, clean, catalog, debug, and deploy, slowing down the overall process. One solution: make the data platform self-serve for analysts and data scientists. And Intuit is doing just that. In this Spotlight on Data , Sandeep Uttamchandani gives an overview of the self-serve design patterns and frameworks Intuit has built to expedite time to reliable insights-its metric of success. You'll learn how the company uses circuit breakers in data pipelines to make data availability in dashboards a function of the data quality, radically reducing debugging time. Recorded on September 16, 2019. See the original event page for resources for further learning or watch recordings of other past events . O'Reilly Spotlight explores emerging business and technology topics and ideas through a series of one-hour interactive events. In live conversations, participants share their questions and ideas while hearing the experts' unique perspectives, insights, fears, and predictions for the future. In every edition of Spotlight on Data , you'll learn about, discuss, and debate the tools, techniques, questions, and quandaries in the world of data. You'll discover how successful companies leverage data effectively and how you can follow their lead to transform your organization and prepare for the Next Economy.
    Note: Online resource; Title from title screen (viewed December 20, 2019)
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: More and more, Allen Holub (Hollub Associates) has come to see event storming as a critically important tool in the architect's palate. It's a way to simultaneously collaborate with businesspeople to understand the problems that the business has to solve and develop an architecture for the solution. Join Allen for an in-depth look at event storming and its underlying concepts (from DDD), as well as an extensive hands-on demo of the process. Along the way, you'll discover the entities, bounded contexts, and events that are essential for an effective choreographed microservice (or reactive) architecture. You'll come away from this talk with a solid understanding of how event storming works and how to apply it.
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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  • 90
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Teams considering adoption of service-based or microservice architectures have a wealth of information to consult on the organization and design of application software, the benefits of these architectural approaches, and general considerations for the prerequisites. Even if you're not ready to adopt a microservices architecture, you still want the benefits of rapidly deployable, highly automated infrastructure that enables rapid delivery of new features and services. What can you do to build an infrastructure that supports such mythical delivery? Delivery infrastructure refers to a set of products and capabilities that serve the needs of product developers and operations teams. Paula Paul and Rosemary Wang offer a deeper look at an approach to building the necessary delivery infrastructure to support a distributed service or microservice architecture. You'll explore delivery infrastructure products and their capabilities as well as related aspects of change friction for core compute, observability, delivery pipelines, security, persistence, and more. This session is sponsored by ThoughtWorks.
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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  • 91
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 45 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The number of microservices running in enterprises increases daily. As a result, service composition, governance, security, and observability are becoming a challenge to implement and incorporate. A cell-based architecture is an approach that can be applied to current or desired development and technologies to address these issues. This technology-neutral approach helps cloud-native dev teams become more efficient, act in a more self-organized manner, and speed up overall release times. Asanka Abeysinghe offers an overview of a cell-based reference architecture that is API-centric, cloud native, and microservices friendly. You'll learn the role of APIs in the cell-based approach and examine how real applications are built as cells. Along the way, Asanka explores metrics and approaches that can be used to measure the effectiveness of the architecture and demonstrates how organizations can implement the cell approach. This session is sponsored by WSO2.
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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  • 92
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 41 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: As you level up in technical roles, you may find yourself thrust into team leadership and management. This sneaks up on you and can leave you without the skills to adequately understand, engage with, and lead your team-which inevitably has a negative effect on your team, and this effect is multiplied as you scale. What if you could reach into the toolbox you use to understand technical problems-software architecture and distributed systems theory-to understand your team? Could you learn to better manage people? Andrew Harvey (Microsoft) explores the dynamics of teams and how they map to your understanding of distributed systems. Using this understanding, you can apply distributed systems theory to help unpack some of the dynamics of your team and optimize them for scale. From communication to culture, Andrew breaks down the components of the distributed system, explaining what makes it tick, using things like CAP theorem and the eight fallacies of distributed systems. You'll walk away with some tools to help understand your team and set yourself up for successful scaling. This session was recorded at the 2019 O'Reilly Velocity Conference in San Jose.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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  • 93
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (38 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: Microservices have become an increasingly popular architecture choice over the past five years. With the ability to deliver software faster and support newer technologies, these independently releasable services give software architects, programmers, and developers more freedom to react, make different decisions, and respond faster to change. In this report, you'll explore the benefits of microservices and their limitations. You'll learn what microservices are, how they work, and why this approach is different than other ways of decomposing your architecture. Author Sam Newman ( Building Microservices , Monolith to Microservices ) explains that while many companies have shown how effective microservices can be, this architecture also adds a lot of complexity to your system. This report helps you determine if microservices are right for your organization. Learn the key concepts of a microservices architecture Examine microservice advantages, including robustness, scaling, and ease of deployment Contrast microservices with single-process, modular, and distributed monoliths Explore enabling technologies such as containers and Kubernetes, streaming, public cloud, and serverless Understand microservice pain points: technology overhead, monitoring and troubleshooting, security, and data consistency Learn situations where microservices work well-and situations where they don't
    Note: Online resource; Title from title page (viewed December 5, 2019)
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  • 94
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 0 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Disinformation campaigns have targeted political and social movements around the world. The crosshairs of influence operations have expanded to include high-visibility brands and large enterprises. Responsible corporate leaders must be prepared to defend hard-won brand reputation and equity. In this edition of Spotlight on Learning from Failure , learn how influence operations are manifesting in 2019 as they've moved beyond politics. Renee DiResta and Robert Matney, coauthors of the US Senate report about Russian disinformation operations, will take you through specific examples of disinformation campaigns affecting brands and discuss the high-level social and corporate implications of the erosion of public trust and public discourse in our information ecosystem. Recorded on July 23, 2019. See the original event page for resources for further learning. Find future live events to attend or watch recordings of other past events . O'Reilly Spotlight explores emerging business and technology topics and ideas through a series of one-hour interactive events. In live conversations, participants share their questions and ideas while hearing the experts' unique perspectives, insights, fears, and predictions for the future. In every edition of Spotlight on Learning from Failure , you'll discover the lessons learned from failures both large and small. You'll discover how successful companies have addressed setbacks, missteps, and challenges and how you can grow from their examples.
    Note: Online resource; Title from title screen (viewed November 14, 2019)
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  • 95
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: You can propel your business forward with AI-centric approaches to solving customer needs, but to be successful, you need to deploy your machine learning models at scale. Yet engineers face unique challenges when using machine learning-based products in production environments, such as specialized resource management and measuring user happiness. In this Spotlight on Data , Todd Underwood, Google's director and lead for machine learning in site reliability engineering (SRE), explains how to sustainably run machine learning systems at scale. You'll learn why machine learning is essential to Google's core functions, providing key advantages across most of Google's products, including Search, Ads, Payments, Billing, Shopping, and more, and how SRE supports these production machine learning systems. Recorded on August 5, 2019. See the original event page for resources for further learning. Find future live events to attend or watch recordings of other past events . O'Reilly Spotlight explores emerging business and technology topics and ideas through a series of one-hour interactive events. In live conversations, participants share their questions and ideas while hearing the experts' unique perspectives, insights, fears, and predictions for the future. In every edition of Spotlight on Data , you'll learn about, discuss, and debate the tools, techniques, questions, and quandaries in the world of data. You'll discover how successful companies leverage data effectively and how you can follow their lead to transform your organization and prepare for the Next Economy.
    Note: Online resource; Title from title screen (viewed December 5, 2019)
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  • 96
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 47 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The last two decades have seen evolutions of software architecture-from on-premises to cloud hosted to mass-scaled microservices. While cloud native applications look very different than something we may have built before some of these techniques were well known, at their heart are still long-running, custom-built server applications that orchestrate the flow of requests, data, and logic. Serverless changes all of this. We no longer build always-on server applications; we rely on events as the agents of flow rather than requests, and the server-side software that we do write may be a small aspect of our system rather than the central hub. Fundamentally, serverless is about choreography of multiple services from multiple teams and vendors-in extreme situations-none of which we have written ourselves. Mike Roberts (Symphonia) introduces some of the patterns, or "common solutions to recurring problems," that we are starting to see in the serverless community. Patterns are not necessarily best practices-they are techniques that have worked for many people, but always given certain contextual constraints. Perhaps even more importantly, however, Mike describes how you, your teams, and your organizations can start harvesting your own patterns, while the bigger industry learns more about this exciting new frontier. This session was recorded at the 2019 O'Reilly Software Architecture Conference in San Jose.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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  • 97
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Do you want to build a machine learning model, but you aren't sure where to start? Starting with an empty notebook, Sara Robinson (Google) live-codes a simple neural network in TensorFlow. She then demonstrates how to train and serve the model on Google Cloud Platform and uses the deployed model to generate predictions from a web app. Prerequisite knowledge A basic knowledge of Python and machine learning concepts, such as training and serving (but not necessarily how to build a model on your own) What you'll learn Learn how to build a simple neural network Understand the end-to-end ML workflow and how to use your trained model for generating predictions This session was recorded at the 2019 O'Reilly Open Source Software conference in Portland.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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  • 98
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 41 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Academic machine learning almost exclusively involves offline evaluation of machine learning models. In the real world this is, somewhat surprisingly, only good enough for a rough cut that eliminates the real dogs. For production work, online evaluation is often the only option to determine which of several final-round candidates might be chosen for further use. As Einstein is rumored to have said, theory and practice are the same, in theory. In practice, they are different. So it is with models. Part of the problem is interaction with other models and systems. Part of the problem has to do with the variability of the real world. Often, there are adversaries at work. It may even be sunspots. One particular problem arises when models choose their own training data and thus couple back onto themselves. In addition to these difficulties, production models almost always have service-level agreements that have to do with how quickly they must produce results and how often they are allowed to fail. These operational considerations can be as important as the accuracy of the model: the right results returned late are worse than slightly wrong results returned in time. Ted Dunning (MapR) offers a survey of useful ways to evaluate models in the real world, breaking the problem of evaluation apart into operational and function evaluation and demonstrating how to do each without unnecessary pain and suffering. You'll learn about decoy and canary models, nonlinear latency histogramming, model-delta diagrams, and more. These techniques may sound arcane, but each is simple at heart and doesn't require any advanced mathematics to understand. Along the way, he shares exciting visualization techniques that will help make differences strikingly apparent. This session was recorded at the 2019 O'Reilly Strata Data Conference in San Francisco.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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  • 99
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 52 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Lyft has made the transition from a single monolithic service to 300+ microservices by leveraging Lyft's open source proxy Envoy. Daniel Hochman and Jose Nino begin with a brief history of the project and its rollout at Lyft, before focusing on deployment and configuration choices and how they can affect developer productivity. You'll explore the Envoy ecosystem and the ancillary services that allow operating the service mesh in a secure, reliable, and fast manner, as well as the observability tools Lyft uses that take advantage of Envoy's stats and logging to minimize the burden of managing and understanding a complex architecture. The techniques and tools presented are gaining popularity as industry best practices and are broadly applicable to internet-scale services with varying stacks and network topologies. This session was recorded at the 2019 O'Reilly Velocity Conference in San Jose.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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  • 100
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Systems may be going cloud native, but your CI/CD may not be keeping up. It's challenging to make sure the environments you test and develop on have parity with the environments you deploy to, and you also have to keep track of what you deployed where and when you deployed it. Moving your systems to more complicated environments impacts your entire software supply toolchain. Christie Wilson (Google) explains the challenges of testing, building, and deploying in a cloud native landscape. She examines how tools and systems available today meet these challenges, the benefits you get from cloud native CI/CD, and what's still to be solved. Prerequisite knowledge Experience with CI/CD pipelines and container-based systems What you'll learn Learn what factors to weigh and what your options are when deciding how to use CI/CD in a cloud native landscape This session was recorded at the 2019 O'Reilly Open Source Software conference in Portland.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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