Semi-online hierarchical load balancing problem with bounded processing times

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

2 Scopus citations

Abstract

In this paper, we consider the online hierarchical scheduling problem on two parallel machines, with the objective of maximizing the minimum machine load. Since no competitive algorithm exists for this problem, we consider the semi-online version with bounded processing times, in which the processing times are bounded by an interval [1,α] where α ≥ 1. We prove that no algorithm can have a competitive ratio less than 1 + α and give an optimal algorithm with the competitive ratio of 1 + α. Moreover, if we further know the sum of jobs' processing time in advance, we prove that no algorithm can have a competitive ratio less than α where 1 ≤ α < 2, and we also propose an algorithm which is shown to be optimal for the case 1 ≤ α < 2.

Original languageEnglish
Title of host publicationAlgorithmic Aspects in Information and Management - 10th International Conference, AAIM 2014, Proceedings
PublisherSpringer Verlag
Pages231-240
Number of pages10
ISBN (Print)9783319079554
DOIs
StatePublished - 2014
Event10th International Conference on Algorithmic Aspects of Information and Management, AAIM 2014 - Vancouver, BC, Canada
Duration: 8 Jul 201411 Jul 2014

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume8546 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference10th International Conference on Algorithmic Aspects of Information and Management, AAIM 2014
Country/TerritoryCanada
CityVancouver, BC
Period8/07/1411/07/14

Keywords

  • Competitive ratio
  • Hierarchy
  • Load balancing
  • Scheduling
  • Semi-online

Fingerprint

Dive into the research topics of 'Semi-online hierarchical load balancing problem with bounded processing times'. Together they form a unique fingerprint.

Cite this