Divisible Load Theory: A New Paradigm for Load Scheduling in Distributed Systems

  • Authors:
  • Veeravalli Bharadwaj;Debasish Ghose;Thomas G. Robertazzi

  • Affiliations:
  • Open Source Software Laboratory, Department of Electrical and Computer Engineering, The National University of Singapore, 10 Kent Ridge Crescent, Singapore 119 260;Department of Aerospace Engineering, Indian Institute of Science, Bangalore 560 012, India;Department of Electrical and Computer Engineering, University at Stony Brook, Stony Brook, NY 11794, USA

  • Venue:
  • Cluster Computing
  • Year:
  • 2003

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Abstract

Divisible load theory is a methodology involving the linear and continuous modeling of partitionable computation and communication loads for parallel processing. It adequately represents an important class of problems with applications in parallel and distributed system scheduling, various types of data processing, scientific and engineering computation, and sensor networks. Solutions are surprisingly tractable. Research in this area over the past decade is described.