Kephart, Jeffrey O.
Self-Aware Computing Systems
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
Nyckelord: Computer Science, Software Engineering, Computer Communication Networks, Models and Principles
- Utgivare
- Kephart, Jeffrey O.
- Kounev, Samuel
- Milenkoski, Aleksandar
- Zhu, Xiaoyun
- Utgivare
- Springer
- Utgivningsår
- 2017
- Språk
- en
- Utgåva
- 1
- Kategori
- Datateknik, Datakommunikation
- Format
- E-bok
- eISBN (PDF)
- 9783319474748
- Tryckt ISBN
- 978-3-319-47472-4