Title :
Trace-Driven Simulation for Energy Consumption in High Throughput Computing Systems
Author :
Forshaw, Matthew ; Thomas, Nathan ; McGough, A. Stephen
Author_Institution :
Sch. of Comput. Sci., Newcastle Univ., Newcastle upon Tyne, UK
Abstract :
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 organisations now seek to minimise 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 Desktop Grid. We demonstrate that our simulation software scales linearly with increasing HTC workload.
Keywords :
digital simulation; energy conservation; energy consumption; grid computing; power aware computing; HTC systems; HTC workload; HTC-Sim; IT infrastructure; computational resources; cycle scavenging; desktop grid; energy consumption minimisation; energy impact; energy reduction policies evaluation; high throughput computing systems; simulation software; simulation system; trace-driven simulation; Checkpointing; Computational modeling; Computers; Educational institutions; Energy consumption; Resource management; Throughput;
Conference_Titel :
Distributed Simulation and Real Time Applications (DS-RT), 2014 IEEE/ACM 18th International Symposium on
Conference_Location :
Toulouse
Print_ISBN :
978-1-4799-6143-6
DOI :
10.1109/DS-RT.2014.12