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Kephart, Jeffrey O.

Self-Aware Computing Systems

Kephart, Jeffrey O. - Self-Aware Computing Systems, ebook

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ISBN: 9783319474748
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Table of contents

Part I. Introduction

1. The Notion of Self-aware Computing
Samuel Kounev, Peter Lewis, Kirstie L. Bellman, Nelly Bencomo, Javier Camara, Ada Diaconescu, Lukas Esterle, Kurt Geihs, Holger Giese, Sebastian Götz, Paola Inverardi, Jeffrey O. Kephart, Andrea Zisman

2. Self-aware Computing Systems: Related Concepts and Research Areas
Javier Cámara, Kirstie L. Bellman, Jeffrey O. Kephart, Marco Autili, Nelly Bencomo, Ada Diaconescu, Holger Giese, Sebastian Götz, Paola Inverardi, Samuel Kounev, Massimo Tivoli

3. Towards a Framework for the Levels and Aspects of Self-aware Computing Systems
Peter Lewis, Kirstie L. Bellman, Christopher Landauer, Lukas Esterle, Kyrre Glette, Ada Diaconescu, Holger Giese

4. Reference Scenarios for Self-aware Computing
Jeffrey O. Kephart, Martina Maggio, Ada Diaconescu, Holger Giese, Henry Hoffmann, Samuel Kounev, Anne Koziolek, Peter Lewis, Anders Robertsson, Simon Spinner

Part II. System Architectures

5. Architectural Concepts for Self-aware Computing Systems
Holger Giese, Thomas Vogel, Ada Diaconescu, Sebastian Götz, Samuel Kounev

6. Generic Architectures for Individual Self-aware Computing Systems
Holger Giese, Thomas Vogel, Ada Diaconescu, Sebastian Götz, Kirstie L. Bellman

7. Architectures for Collective Self-aware Computing Systems
Ada Diaconescu, Kirstie L. Bellman, Lukas Esterle, Holger Giese, Sebastian Götz, Peter Lewis, Andrea Zisman

8. State of the Art in Architectures for Self-aware Computing Systems
Holger Giese, Thomas Vogel, Ada Diaconescu, Sebastian Götz, Nelly Bencomo, Kurt Geihs, Samuel Kounev, Kirstie L. Bellman

Part III. Methods and Algorithms

9. Self-modeling and Self-awareness
Kirstie L. Bellman, Christopher Landauer, Phyllis Nelson, Nelly Bencomo, Sebastian Götz, Peter Lewis, Lukas Esterle

10. Transition Strategies for Increasing Self-awareness in Existing Types of Computing Systems
Marco Autili, Kirstie L. Bellman, Ada Diaconescu, Lukas Esterle, Massimo Tivoli, Andrea Zisman

11. Synthesis and Verification of Self-aware Computing Systems
Radu Calinescu, Marco Autili, Javier Cámara, Antinisca Marco, Simos Gerasimou, Paola Inverardi, Alexander Perucci, Nils Jansen, Joost-Pieter Katoen, Marta Kwiatkowska, Ole J. Mengshoel, Romina Spalazzese, Massimo Tivoli

12. Self-adaptation for Individual Self-aware Computing Systems
Martina Maggio, Tarek Abdelzaher, Lukas Esterle, Holger Giese, Jeffrey O. Kephart, Ole J. Mengshoel, Alessandro V. Papadopoulos, Anders Robertsson, Katinka Wolter

13. Self-adaptation in Collective Self-aware Computing Systems
Jeffrey O. Kephart, Ada Diaconescu, Holger Giese, Anders Robertsson, Tarek Abdelzaher, Peter Lewis, Antonio Filieri, Lukas Esterle, Sylvain Frey

14. Metrics and Benchmarks for Self-aware Computing Systems
Nikolas Herbst, Steffen Becker, Samuel Kounev, Heiko Koziolek, Martina Maggio, Aleksandar Milenkoski, Evgenia Smirni

15. Assessing Self-awareness
Lukas Esterle, Kirstie L. Bellman, Steffen Becker, Anne Koziolek, Christopher Landauer, Peter Lewis

Part IV. Applications and Case Studies

16. Run-Time Models for Online Performance and Resource Management in Data Centers
Simon Spinner, Antonio Filieri, Samuel Kounev, Martina Maggio, Anders Robertsson

17. Online Learning of Run-Time Models for Performance and Resource Management in Data Centers
Jürgen Walter, Antinisca Marco, Simon Spinner, Paola Inverardi, Samuel Kounev

18. Online Workload Forecasting
Nikolas Herbst, Ayman Amin, Artur Andrzejak, Lars Grunske, Samuel Kounev, Ole J. Mengshoel, Priya Sundararajan

19. State of Practice of Non-self-aware Virtual Machine Management in Cloud Data Centers
Lydia Y. Chen, Robert Birke, Evgenia Smirni

20. Self-awareness of Cloud Applications
Alex Iosup, Xiaoyun Zhu, Arif Merchant, Eva Kalyvianaki, Martina Maggio, Simon Spinner, Tarek Abdelzaher, Ole Mengshoel, Sara Bouchenak

21. Software Architectures for Self-protection in IaaS Clouds
K. R. Jayaram, Aleksandar Milenkoski, Samuel Kounev

22. Benchmarking Intrusion Detection Systems with Adaptive Provisioning of Virtualized Resources
Aleksandar Milenkoski, K. R. Jayaram, Samuel Kounev

23. Self-aware Networks: The Cognitive Packet Network and Its Performance
Erol Gelenbe

24. Leveraging Design and Runtime Architecture Models to Support Self-awareness
Philippe Lalanda, Stéphanie Chollet, Catherine Hamon

25. Spacecraft Autonomous Reaction Capabilities, Control Approaches, and Self-aware Computing
Klaus Schilling, Jürgen Walter, Samuel Kounev

Part V. Outlook

26. Self-aware Computing Systems: Open Challenges and Future Research Directions
Robert Birke, Javier Cámara, Lydia Y. Chen, Lukas Esterle, Kurt Geihs, Erol Gelenbe, Holger Giese, Anders Robertsson, Xiaoyun Zhu

Keywords: Computer Science, Software Engineering, Computer Communication Networks, Models and Principles

Editor
 
 
 
Publisher
Springer
Publication year
2017
Language
en
Edition
1
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9783319474748
Printed ISBN
978-3-319-47472-4

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