An efficient algorithm for computing optimal discrete voltage schedules

  • Li Minming Li*
  • , Frances F. Yao
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

We consider the problem of job scheduling on a variable voltage processor with d discrete voltage/speed levels. We give an algorithm which constructs a minimum energy schedule for n jobs in O(dn log n) time. Previous approaches solve this problem by first computing the optimal continuous solution in O(n3) time and then adjusting the speed to discrete levels. In our approach, the optimal discrete solution is characterized and computed directly from the inputs. We also show that O(n log n) time is required; hence the algorithm is optimal for fixed d.

Original languageEnglish
Pages (from-to)658-671
Number of pages14
JournalSIAM Journal on Computing
Volume35
Issue number3
DOIs
StatePublished - 2005
Externally publishedYes

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy

Keywords

  • Discrete optimization
  • Energy efficiency
  • Scheduling
  • Variable voltage processor

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