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New Advances in Dependability of Networks and Systems

Proceedings of the Seventeenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, June 27 – July 1, 2022, Wrocław, Poland

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Wojciech Zamojski

    1. Wrocław University of Science and Technology, Wrocław, Poland

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  2. Jacek Mazurkiewicz

    1. Wrocław University of Science and Technology, Wrocław, Poland

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  3. Jarosław Sugier

    1. Wrocław University of Science and Technology, Wrocław, Poland

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  4. Tomasz Walkowiak

    1. Wrocław University of Science and Technology, Wrocław, Poland

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  5. Janusz Kacprzyk

    1. Polish Academy of Sciences, Systems Research Institute, Warsaw, Poland

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  • Presents recent research in Complex Systems and Dependability
  • Addresses proceedings of the Seventeenth International Conference on Dependability and Complex Systems (DepCoS-RELCOMEX)
  • Provides general aspects and dependability of systems, networks theory, and communication technology

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 484)

Included in the following conference series:

Conference proceedings info: DepCoS-RELCOMEX 2022.

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Table of contents (38 papers)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. Robustness on Diverse Data Disturbance Levels of Tabu Search for a Single Machine Scheduling

    • Wojciech Bożejko, Paweł Rajba, Mieczysław Wodecki
    Pages 1-10

  3. Using Evolutionary Algorithm in On-line Deployment

    • Wiktor B. Daszczuk, Rafał Biedrzycki, Piotr Wilkin
    Pages 11-21

  4. Measures of Outlierness in High-Dimensional Data Under Correlation of Features – With Application for Open-Set Classification

    • Szymon Datko, Henryk Maciejewski, Tomasz Walkowiak
    Pages 22-31

  5. Performance of Modern Video Codecs in Real-Time Communication WebRTC Protocol

    • Aleksander Dawid, Paweł Buchwald
    Pages 32-41

  6. Improved Software Reliability Through Failure Diagnosis Based on Clues from Test and Production Logs

    • Wojciech Dobrowolski, Maciej Nikodem, Marek Zawistowski, Olgierd Unold
    Pages 42-49

  7. Multiprocessor Tasks Scheduling. Fuzzy Logic Approach

    • Dariusz Dorota
    Pages 50-62

  8. Anomaly Detection Techniques for Different DDoS Attack Types

    • Mateusz Gniewkowski, Henryk Maciejewski, Tomasz Surmacz
    Pages 63-78

  9. Nonparametric Tracking for Time-Varying Nonlinearities Using the Kernel Method

    • Purva Joshi, Grzegorz Mzyk
    Pages 79-87

  10. Safety Assessment of the Two-Cascade Redundant Information and Control Systems Considering Faults of Versions and Supervision Means

    • Vyacheslav Kharchenko, Yuriy Ponochovnyi, Eugene Ruchkov, Eugene Babeshko
    Pages 88-98

  11. Network Anomaly Detection Based on Sparse Representation and Incoherent Dictionary Learning

    • Tomasz Kierul, Tomasz Andrysiak, Michał Kierul
    Pages 99-108

  12. UAV Fleet with Battery Recharging for NPP Monitoring: Queuing System and Routing Based Reliability Models

    • Ihor Kliushnikov, Vyacheslav Kharchenko, Herman Fesenko, Kostiantyn Leontiiev, Oleg Illiashenko
    Pages 109-119

  13. Android Mobile Device as a 6DoF Motion Controller for Virtual Reality Applications

    • Maciej Kopczynski
    Pages 120-130

  14. Performance Analysis and Comparison of Acceleration Methods in JavaScript Environments Based on Simplified Standard Hough Transform Algorithm

    • Damian Koper, Marek Woda
    Pages 131-142

  15. Clustering Algorithms for Efficient Neighbourhood Identification in Session-Based Recommender Systems

    • Urszula Kużelewska
    Pages 143-152

  16. Reliability- and Availability-Aware Mapping of Service Function Chains in Softwarized 5G Networks

    • Jerzy Martyna
    Pages 153-162

  17. Softcomputing Approach to Virus Diseases Classification Based on CXR Lung Imaging

    • Jacek Mazurkiewicz, Kamil Nawrot
    Pages 163-175

  18. Single and Series of Multi-valued Decision Diagrams in Representation of Structure Function

    • Michal Mrena, Miroslav Kvassay, Stanislaw Czapp
    Pages 176-185

  19. Neural Network Models for the Prediction of Time Series Representing Water Consumption: A Comparative Study

    • Krzysztof Pałczyński, Tomasz Andrysiak, Magda Czyżewska, Michał Kierul, Tomasz Kierul
    Pages 186-196

  20. Embedded Systems’ Startup Code Optimization

    • Patryk Pankiewicz
    Pages 197-205
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Other volumes

  1. New Advances in Dependability of Networks and Systems

Keywords

About this book

The book consists of papers on selected topics of dependability analysis in computer systems and networks which were discussed during the 17th DepCoS-RELCOMEX conference held in Wrocław, Poland, from June 27th to July 1st, 2022. Their collection will be an interesting source material for scientists, researchers, practitioners and students who are dealing with design, analysis and engineering of computer systems and networks and must ensure their dependable operation.

Being probably the most complex technical systems ever engineered by man (and also, the most dynamically evolving ones), organization of contemporary computer systems and networks cannot be interpreted only as a structure built on the base of unreliable technical resources. Their evaluation must take into account a unique blend of interacting people, networks (together with mobile properties, cloud organization, Internet of Everything, etc.) and a large number of users dispersed geographically andconstantly producing an unconceivable number of applications. Research methods being continuously developed for dependability analyses apply newest results of artificial and computational intelligence. Selection of papers in this book illustrates broad range of topics, often multi-disciplinary, which is considered in present-day dependability explorations; it also reveals an increasing role of the latest methods based on machine/deep learning and neural networks in these studies.


Editors and Affiliations

  • Wrocław University of Science and Technology, Wrocław, Poland

    Wojciech Zamojski, Jacek Mazurkiewicz, Jarosław Sugier, Tomasz Walkowiak

  • Polish Academy of Sciences, Systems Research Institute, Warsaw, Poland

    Janusz Kacprzyk

Bibliographic Information

  • Book Title: New Advances in Dependability of Networks and Systems

  • Book Subtitle: Proceedings of the Seventeenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, June 27 – July 1, 2022, Wrocław, Poland

  • Editors: Wojciech Zamojski, Jacek Mazurkiewicz, Jarosław Sugier, Tomasz Walkowiak, Janusz Kacprzyk

  • Series Title: Lecture Notes in Networks and Systems

  • DOI: https://doi.org/10.1007/978-3-031-06746-4

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022

  • Softcover ISBN: 978-3-031-06745-7Published: 27 May 2022

  • eBook ISBN: 978-3-031-06746-4Published: 26 May 2022

  • Series ISSN: 2367-3370

  • Series E-ISSN: 2367-3389

  • Edition Number: 1

  • Number of Pages: XIV, 400

  • Number of Illustrations: 46 b/w illustrations, 107 illustrations in colour

  • Topics: Computational Intelligence, Complexity, Artificial Intelligence

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