Divisible load scheduling with result collection on heterogeneous systems

Abhay Ghatpande, Hidenori Nakazato, Hiroshi Watanabe, Olivier Beaumont

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

7 Citations (Scopus)

Abstract

Divisible Load Theory (DLT) is an established mathematical framework to study Divisible Load Scheduling (DLS). However, traditional DLT does not comprehensively deal with the scheduling of results back to source (i.e., result collection) on heterogeneous systems. In this paper, the DLSRCHETS (DLS with Result Collection on HETerogeneous Systems) problem is addressed. The few papers to date that have dealt with DLSRCHETS, proposed simplistic LIFO (Last In, First Out) and FIFO (First In, First Out) type of schedules as solutions to DLSRCHETS. In this paper, a new heuristic algorithm, ITERLP, is proposed as a solution to the DLSRCHETS problem. With the help of simulations, it is proved that the performance of ITERLP is significantly better than existing algorithms.

Original languageEnglish
Title of host publicationIPDPS Miami 2008 - Proceedings of the 22nd IEEE International Parallel and Distributed Processing Symposium, Program and CD-ROM
PublisherIEEE Computer Society
ISBN (Print)9781424416943
DOIs
Publication statusPublished - 2008 Jan 1
EventIPDPS 2008 - 22nd IEEE International Parallel and Distributed Processing Symposium - Miami, FL, United States
Duration: 2008 Apr 142008 Apr 18

Publication series

NameIPDPS Miami 2008 - Proceedings of the 22nd IEEE International Parallel and Distributed Processing Symposium, Program and CD-ROM

Conference

ConferenceIPDPS 2008 - 22nd IEEE International Parallel and Distributed Processing Symposium
CountryUnited States
CityMiami, FL
Period08/4/1408/4/18

ASJC Scopus subject areas

  • Renewable Energy, Sustainability and the Environment
  • Management, Monitoring, Policy and Law
  • Energy(all)
  • Energy Engineering and Power Technology
  • Modelling and Simulation
  • Fuel Technology
  • Hardware and Architecture
  • Software
  • Electrical and Electronic Engineering

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  • Cite this

    Ghatpande, A., Nakazato, H., Watanabe, H., & Beaumont, O. (2008). Divisible load scheduling with result collection on heterogeneous systems. In IPDPS Miami 2008 - Proceedings of the 22nd IEEE International Parallel and Distributed Processing Symposium, Program and CD-ROM [4536162] (IPDPS Miami 2008 - Proceedings of the 22nd IEEE International Parallel and Distributed Processing Symposium, Program and CD-ROM). IEEE Computer Society. https://doi.org/10.1109/IPDPS.2008.4536162