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Open Access Research Book from River Publishers

Dynamic Resource Allocation in Embedded, High-Performance and Cloud Computing

Authors:
Leandro Soares Indrusiak, University of York, UK
Piotr Dziurzanski, University of York, UK
Amit Kumar Singh, University of York, UK

E-Book ISBN: 9788793519077

doi: 10.13052/rp-9788793519077

Price : €0.00

Available:  October 2016

Print book available at List Price

Downloads: [875] Reads [176]    

Description:

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 manycore systems are notoriously hard to optimise. 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 manycore systems, aiming to provide appropriate guarantees on performance and energy efficiency. It addresses different types of systems, aiming to harmonise 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 Optimisation
  • 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 manycore processors, grids and private cloud environments.

 

Book Contents:

Chapter 1

Introduction
by Leandro Soares Indrusiak, Piotr Dziurzanski and Amit Kumar Singh
Download as a PDF [195KB] Downloads [156]


Chapter 2

Load and Resource Models
by Leandro Soares Indrusiak, Piotr Dziurzanski and Amit Kumar Singh
Download as a PDF [96KB] Downloads [135]


Chapter 3

Feedback-Based Admission Control Heuristics
by Leandro Soares Indrusiak, Piotr Dziurzanski and Amit Kumar Singh
Download as a PDF [2229KB] Downloads [144]


Chapter 4

Feedback-Based Allocation and Optimisation Heuristics
by Leandro Soares Indrusiak, Piotr Dziurzanski and Amit Kumar Singh
Download as a PDF [2089KB] Downloads [129]


Chapter 5

Search-Based Heuristics for Modal Application
by Leandro Soares Indrusiak, Piotr Dziurzanski and Amit Kumar Singh
Download as a PDF [1665KB] Downloads [131]


Chapter 6

Swarm Intelligence Algorithms for Dynamic Task Reallocation
by Leandro Soares Indrusiak, Piotr Dziurzanski and Amit Kumar Singh
Download as a PDF [2438KB] Downloads [124]


Chapter 7

Value-Based Allocation
by Leandro Soares Indrusiak, Piotr Dziurzanski and Amit Kumar Singh
Download as a PDF [1803KB] Downloads [128]


 

River Publishers: Dynamic Resource Allocation in Embedded, High-Performance and Cloud Computing