Computing Science. Trace-Driven Simulation for Energy Consumption in High Throughput Computing Systems.

摘要

High Throughput Computing (HTC) is a powerful paradigm allowing vast quantities of independent work to be performed simultaneously. However, until recently little evaluation has been performed on the energy impact of HTC. Many organizations now seek to minimize energy consumption across their IT infrastructure though it is unclear how this will affect the usability of HTC systems. We present here HTC-Sim, a simulation system which allows the evaluation of different energy reduction policies across an HTC system comprising a collection of computational resources dedicated to HTC work and resources provided through cycle scavenging - a DesktopGrid. We demonstrate that our simulation software scales linearly with increasing HTC workload.