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  • 1
    Language: English
    Pages: 1 online resource (1 audio file (9 hr., 35 min.))
    Edition: [First edition].
    DDC: 658.4/038011
    Keywords: Management information systems ; Business Data processing ; Big data ; Audiobooks
    Abstract: Revolutionize the way your organization approaches data with a data mesh! This new decentralized architecture outpaces monolithic lakes and warehouses and can work for a company of any size. In Data Mesh in Action you will learn how to: Implement a data mesh in your organization Turn data into a data product Move from your current data architecture to a data mesh Identify data domains, and decompose an organization into smaller, manageable domains Set up the central governance and local governance levels over data Balance responsibilities between the two levels of governance Establish a platform that allows efficient connection of distributed data products and automated governance Data Mesh in Action reveals how this groundbreaking architecture looks for both startups and large enterprises. You won't need any new technology--this book shows you how to start implementing a data mesh with flexible processes and organizational change. You'll explore both an extended case study and real-world examples. As you go, you'll be expertly guided through discussions around Socio-Technical Architecture and Domain-Driven Design with the goal of building a sleek data-as-a-product system. Plus, dozens of workshop techniques for both in-person and remote meetings help you onboard colleagues and drive a successful transition. About the Technology Business increasingly relies on efficiently storing and accessing large volumes of data. The data mesh is a new way to decentralize data management that radically improves security and discoverability. A well-designed data mesh simplifies self-service data consumption and reduces the bottlenecks created by monolithic data architectures. About the Book Data Mesh in Action teaches you pragmatic ways to decentralize your data and organize it into an effective data mesh. You'll start by building a minimum viable data product, which you'll expand into a self-service data platform, chapter-by-chapter. You'll love the book's unique "sliders" that adjust the mesh to meet your specific needs. You'll also learn processes and leadership techniques that will change the way you and your colleagues think about data. What's Inside Decompose an organization into manageable domains Turn data into a data product Set up central and local governance levels Build a fit-for-purpose data platform Improve management, initiation, and support techniques About the Reader For data professionals. Requires no specific programming stack or data platform. About the Authors Jacek Majchrzak is a hands-on lead data architect. Dr. Sven Balnojan manages data products and teams. Dr. Marian Siwiak is a data scientist and a management consultant for IT, scientific, and technical projects. Quotes This book teleports you into the seat of the chief architect on a data mesh project. - From the Foreword by Jean-Georges Perrin, PayPal A must-read for anyone who works in data. - Prukalpa Sankar, Co-Founder of Atlan Satisfies all those 'what', 'why', and 'how' questions. A unique blend of process and technology, and an excellent, example-driven resource. - Shiroshica Kulatilake, WSO2 The starting point for your journey in the new generation of data platforms. - Arnaud Castelltort, University of Montpellier
    Note: Online resource; title from title details screen (O'Reilly, viewed October 3, 2023)
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  • 2
    Online Resource
    Online Resource
    Sebastopol, CA : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (300 pages) , illustrations
    Edition: [First edition].
    DDC: 658.4/038011
    Keywords: Management information systems ; Business Data processing ; Big data ; Systèmes d'information de gestion ; Gestion ; Informatique ; Données volumineuses
    Abstract: As data continues to grow and become more complex, organizations seek innovative solutions to manage their data effectively. Data Mesh is one solution that provides a new approach to managing data in complex organizations. This practical guide offers step-by-step guidance on how to implement data mesh in your organization. In this book, Jean-Georges Perrin and Eric Broda focus on the key components of data mesh and provide practical advice supported by code. You'll explore a simple and intuitive process for identifying key data mesh components and data products, and learn about a consistent set of interfaces and access methods that make data products easy to consume.
    Library Location Call Number Volume/Issue/Year Availability
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  • 3
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Manning Publications | Boston, MA : Safari
    ISBN: 9781617295522
    Language: English
    Pages: 1 online resource (576 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: Spark in Action, Second Edition , teaches you to create end-to-end analytics applications. In this entirely new book, you’ll learn from interesting Java-based examples, including a complete data pipeline for processing NASA satellite data. And you’ll discover Java, Python, and Scala code samples hosted on GitHub that you can explore and adapt, plus appendixes that give you a cheat sheet for installing tools and understanding Spark-specific terms.
    Note: Online resource; Title from title page (viewed June 5, 2020) , Mode of access: World Wide Web.
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  • 4
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Manning Publications | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Jean-Georges showcases how to use JHU data to predict new Covid-19 cases using Apache Spark. He's the author of Spark in Action, Second Edition.
    Note: Online resource; Title from title screen (viewed September 29, 2020) , Mode of access: World Wide Web.
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  • 5
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (18 hr., 43 min.)) , sound, color.
    Edition: Video edition.
    DDC: 658/.05
    Keywords: Business enterprises Computer networks ; Computer network architectures Technological innovations ; Entreprises ; Réseaux d'ordinateurs ; Réseaux d'ordinateurs ; Architectures ; Innovations ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Proven techniques and principles for modernizing legacy systems into new architectures that deliver serious competitive advantage. For a business to thrive, it needs a modern software architecture that is aligned with its corporate architecture. This book presents concrete practices that sync software, product, strategy, team dynamics, and work practices. You'll evolve your technical and social architecture together, reducing needless dependencies and achieving faster flow of innovation across your organization. In Architecture Modernization: Socio-technical alignment of software, strategy, and structure you'll learn how to: Identify strategic ambitions and challenges using listening and mapping tours Visualize your business landscape and crucial capabilities with Wardley Mapping Create a product taxonomy as a framework for your architecture Run big picture EventStorming workshops to map business domains Apply Team Topologies patterns to identify and refine value streams Design loosely coupled, domain-aligned software architectures Build internal developer platforms for rapid, reliable evolution Implement data mesh principles and tools to revolutionize data engineering Deliver compelling modernization roadmaps focused on continuous value Architecture Modernization: Socio-technical alignment of software, strategy, and structure shows you how to turn the practice of architecting systems into a transformative process for your entire company. Chapter-by-chapter, you'll identify the reasons and benefits of modernization, design an architecture that works for your business, and then implement your new approach in a progressive and sustainable manner. Every technique is illustrated with insightful industry examples and an interactive Miro board that lets you dig deeper. About the Technology The decisions you make about your software are inherently connected to the decisions you make about your business. Why not turn the mundane task of modernizing legacy systems into a transformative process for your entire company? This book shows you how! It reveals a socio-technical approach to align your software and products with organizational dynamics and ways of working. About the Book Architecture Modernization: Socio-technical alignment of software, strategy, and structure presents a clear path for upgrading your entire organization when you re-imagine your software. In it, you'll learn to combine practices like Domain-Driven Design, Event Storming, and Wardley Mapping to discover user needs, design optimal architecture, and avoid falling back into old habits. Provocative examples from Danske, Salesforce, the UK Government, and others show the real-world result of each approach, identifying techniques you can apply effectively in your own business. What's Inside Uncover cross-org challenges and opportunities A product-centric approach to architecture Envision architecture as a portfolio to prioritize investment About the Reader For CTOs, tech leads, and principal engineers who decide on architecture and organization design. About the Authors Nick Tune helps organizations modernize their architectures through empowered product teams and continuous delivery. Jean-Georges Perrin builds innovative and modern data platforms. The technical editor on this book was Kamil Nicieja. Quotes Nick has a rare gift of making complex topics digestible and immediately actionable where the rubber meets the road. This book connects the dots of domain-driven design, Team Topologies, DevOps, product development, strategy, architecture, and leadership. - From the Foreword by Xin Yao, DDD consultant and socio-technical architect Helps you modernize your applications and organizational structures to support your business strategy and allow you to regain agility and momentum... I plan to use this approach in my work. - Eoin Woods, Endava Guides you through every twist and turn of your modernization journey. - Vlad Khononov, Technology Consultant.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 2, 2024)
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