Dynamic Resource Allocation in Embedded, High-Performance and Cloud Computing
Leandro Soares Indrusiak, Piotr Dziurzanski, Amit Kumar Singh, Leandro Soares Indrusiak, Piotr Dziurzanski, Amit Kumar Singh
- 160 pagine
- English
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Dynamic Resource Allocation in Embedded, High-Performance and Cloud Computing
Leandro Soares Indrusiak, Piotr Dziurzanski, Amit Kumar Singh, Leandro Soares Indrusiak, Piotr Dziurzanski, Amit Kumar Singh
Informazioni sul libro
The availability of many-core computing platforms enables a wide variety of technical solutions for systems across the embedded, high-performance and cloud computing domains. However, large scale many-core systems are notoriously hard to optimize. Choices regarding resource allocation alone can account for wide variability in timeliness and energy dissipation (up to several orders of magnitude). Dynamic Resource Allocation in Embedded, High-Performance and Cloud Computing covers dynamic resource allocation heuristics for many-core systems, aiming to provide appropriate guarantees on performance and energy efficiency. It addresses different types of systems, aiming to harmonize the approaches to dynamic allocation across the complete spectrum between systems with little flexibility and strict real-time guarantees all the way to highly dynamic systems with soft performance requirements. Technical topics presented in the book include:
• Load and Resource Models
• Admission Control
• Feedback-based Allocation and Optimization
• Search-based Allocation Heuristics
• Distributed Allocation based on Swarm Intelligence
• Value-Based Allocation Each of the topics is illustrated with examples based on realistic computational platforms such as Network-on-Chip many-core processors, grids and private cloud environments.
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Indice dei contenuti
- Front Cover
- Half Title Page
- RIVER PUBLISHERS SERIES IN INFORMATION SCIENCE AND TECHNOLOGY
- Title Page
- Copyright Page
- Contents
- Preface
- Acknowledgements
- List of Figures
- List of Tables
- List of Algorithms
- List of Abbreviations
- Chapter 1 - Introduction
- Chpater 2 - Load and Resource Models
- Chapter 3 - Feedback-Based Admission Control Heuristics
- Chapter 4 - Feedback-Based Allocation and Optimisation Heuristics
- Chapter 5 - Search-Based Heuristics for Modal Application
- Chapter 6 - Swarm Intelligence Algorithms for Dynamic Task Reallocation
- Chapter 7 - Value-Based Allocation
- References
- About the Authors
- Back Cover