Energy consumption model in multicore architectures with variable frequency

Amilcar Meneses-Viveros, Mireya Paredes-López, Erika Hernández-Rubio, Isidoro Gitler

Research output: Contribution to journalArticlepeer-review

3 Scopus citations

Abstract

Models extending Amdahl’s law have been developed to study the behavior of parallel programs energy consumption. In addition, it has been shown that energy consumption of those programs also relies on the layout of the resources on the chip, such as power supply. Other extensions over Amdahl’s law have been conducted to study the behavior of parallel programs speedup for frequency variable processors. Previous models have focused on the use of Turbo Boost in the parallel regions of a program, without considering that Turbo Boost also affects the sequential regions. Hence, we present a model to analyze energy consumption of parallel programs executed on Intel multicore processors with Turbo Boost frequencies to cover this gap. The model is an extension to Amdahl’s law, and it is validated with a double-precision matrix multiplication running on Intel multicore processors that enable Turbo Boost technology.

Original languageEnglish
Pages (from-to)2458-2485
Number of pages28
JournalJournal of Supercomputing
Volume77
Issue number3
DOIs
StatePublished - Mar 2021

Keywords

  • Amdahl’s law
  • Energy model
  • Multicore processors
  • Parallel programs
  • Turbo Boost
  • Variable frequency

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