Monitoring Power Data: A first step towards a unified energy efficiency evaluation toolset for HPC data centers

Hayk Shoukourian, Torsten Wilde, Axel Auweter, Arndt Bode

Research output: Contribution to journalArticlepeer-review

25 Scopus citations

Abstract

The energy consumption of High Performance Computing (HPC) systems, which are the key technology for many modern computation-intensive applications, is rapidly increasing in parallel with their performance improvements. This increase leads HPC data centers to focus on three major challenges: the reduction of overall environmental impacts, which is driven by policy makers; the reduction of operating costs, which are increasing due to rising system density and electrical energy costs; and the 20MW power consumption boundary for Exascale computing systems, which represent the next thousandfold increase in computing capability beyond the currently existing petascale systems. Energy efficiency improvements will play a major part in addressing these challenges.This paper presents a toolset, called Power Data Aggregation Monitor (PowerDAM), which collects and evaluates data from all aspects of the HPC data center (e.g. environmental information, site infrastructure, information technology systems, resource management systems, and applications). The aim of PowerDAM is not to improve the HPC data center's energy efficiency, but is to collect energy relevant data for analysis without which energy efficiency improvements would be non-trivial and incomplete. Thus, PowerDAM represents a first step towards a truly unified energy efficiency evaluation toolset needed for improving the overall energy efficiency of HPC data centers.

Original languageEnglish
Pages (from-to)13-26
Number of pages14
JournalEnvironmental Modelling and Software
Volume56
DOIs
StatePublished - Jun 2014

Keywords

  • Energy consumption
  • Energy efficiency toolset
  • Energy measurement
  • Energy-to-Solution (EtS)
  • HPC data center
  • PowerDAM

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