Harmony search to self-configuration of fault-tolerant grids for big data

Jerzy Balicki , Waldemar Korłub , Maciej Tyszka

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.
Author Jerzy Balicki (FMIS / DSMKP) - [Gdańsk University of Technology (PG), MNiSW [80]]
Jerzy Balicki,,
- Department of Structural Methods for Knowledge Processing
- Politechnika Gdańska
, Waldemar Korłub - [Gdańsk University of Technology]
Waldemar Korłub,,
-
-
, Maciej Tyszka - [Gdańsk University of Technology]
Maciej Tyszka,,
-
-
Pages411-424
Publication size in sheets0.65
Book Kowalczuk Zdzisław (eds.): Advances in Intelligent Systems and Computing, Advances in Intelligent Systems and Computing, vol. 386, 2016, Springer International Publishing, ISBN 978-3-319-23179-2, 426 p.
Keywords in Englishbig data; distributed system; fault-tolerant grid; harmony search algorithm; self-configuration
DOIDOI:10.1007/978-3-319-23180-8_30
URL https://mostwiedzy.pl/pl/publication/harmony-search-to-self-configuration-of-fault-tolerant-grids-for-big-data,132884-1
Languageen angielski
Score (nominal)15
Score sourceconferenceIndex
ScoreMinisterial score = 15.0, 18-10-2019, BookChapterSeriesAndMatConfByConferenceseries
Ministerial score (2013-2016) = 15.0, 18-10-2019, BookChapterSeriesAndMatConfByConferenceseries
Publication indicators Scopus Citations = 1
Citation count*
Cite
Share Share

Get link to the record


* presented citation count is obtained through Internet information analysis and it is close to the number calculated by the Publish or Perish system.
Back
Confirmation
Are you sure?