Harmony Search to Self-Configuration of Fault-Tolerant Grids for Big Data

Jerzy Balicki; Waldemar Korłub; Maciej Tyszka

doi:10.1007/978-3-319-23180-8_30

Harmony Search to Self-Configuration of Fault-Tolerant Grids for Big Data

Abstract

In this paper, harmony search algorithms have been proposed to self-configuration of fault-tolerant grids for big data processing. Some tasks related to big data processing have been considered. Moreover, two criteria have been applied to evaluate quality of grids. The first criterion is a probability that all tasks meet their deadlines and the second one is grid reliability. Furthermore, some intelligent agents based on harmony search have been developed to support a middleware layer of grids.

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Category:: Monographic publication
Type:: rozdział, artykuł w książce - dziele zbiorowym /podręczniku w języku o zasięgu międzynarodowym
Published in:: Advances in Intelligent Systems and Computing no. 386, pages 411 - 424,
ISSN: 2194-5357
Title of issue:: W : Advanced and Intelligent Computations in Diagnosis and Control strony 411 - 424
Language:: English
Publication year:: 2016
Bibliographic description:: Balicki J., Korłub W., Tyszka M.: Harmony Search to Self-Configuration of Fault-Tolerant Grids for Big Data// W : Advanced and Intelligent Computations in Diagnosis and Control/ : Springer International Publishing, 2016, s.411-424
DOI:: Digital Object Identifier (open in new tab) 10.1007/978-3-319-23180-8_30
Verified by:: Gdańsk University of Technology