An estimation-based task load balancing scheduling in spot clouds

Daeyong Jung, Hee Seok Choi, Dae Won Lee, Heonchang Yu, Eunyoung Lee

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

Cloud computing is a computing paradigm in which users can rent computing resources from service providers according to their requirements. Cloud computing based on the spot market helps a user to obtain resources at a lower cost. However, these resources may be unreliable. In this paper, we propose an estimation-based distributed task workflow scheduling scheme that reduces the estimated generation compared to Genetic Algorithm (GA). Moreover, our scheme executes a user's job within selected instances and stretches the user's cost. The simulation results, based on a before-and-after estimation comparison, reveal that the task size is determined based on the performance of each instance and the task is distributed among the different instances. Therefore, our proposed estimation-based task load balancing scheduling technique achieves the task load balancing according to the performance of instances.

Original languageEnglish
Title of host publicationNetwork and Parallel Computing - 11th IFIP WG 10.3 International Conference, NPC 2014, Proceedings
PublisherSpringer Verlag
Pages571-574
Number of pages4
ISBN (Print)9783662449165
DOIs
Publication statusPublished - 2014
Event11th IFIP WG 10.3 International Conference on Network and Parallel Computing, NPC 2014 - Ilan, Taiwan, Province of China
Duration: 2014 Sep 182014 Sep 20

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume8707 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other11th IFIP WG 10.3 International Conference on Network and Parallel Computing, NPC 2014
Country/TerritoryTaiwan, Province of China
CityIlan
Period14/9/1814/9/20

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

Fingerprint

Dive into the research topics of 'An estimation-based task load balancing scheduling in spot clouds'. Together they form a unique fingerprint.

Cite this