Title :
A Power-Aware Based Storage Architecture for High Performance Computing
Author :
Prada, Laura ; Garcia, Javier ; Garcia, J. Daniel ; Carretero, Jesus ; Núñez, Alberto
Author_Institution :
Comput. Archit., Commun. & Syst. Area, Univ. Carlos III de Madrid, Leganés, Spain
Abstract :
The energy crisis of the last years and the ever increasing conscience about the negative effects of energy waste on the climate change have brought the sustainability both into public attention, industry, and scientific scrutiny. Energy demand has been increasing in many subsystems, specially in data centers and supercomputers. This paper considers the problem of saving energy on storage systems taking advantage of SSD devices. SSDs and magnetic disk devices offer different power characteristics, being SSD devices much less power consuming than conventional magnetic disk devices. We propose a novel power saving solution based on SSD devices, namely SSD-PASS. Our storage system obtains benefits of permanent caching on SSDs in storage nodes. Nowadays we can find solutions that do not consider the viability and feasibility of the SSD-based storage systems, in terms of monetary cost. We present a cost analysis and evaluate our proposed architecture, in terms of saved energy and performance. Our cost model takes into account magnetic disk and SSD devices reliability metrics, current energy prices, and replacement costs. The experimental results demonstrate that our solution achieves a significant reduction in energy consumption and subsequent monetary savings by up to 66%. We have evaluated the proposed approach with realistic workloads of three well-known HPC applications.
Keywords :
magnetic disc storage; memory architecture; power aware computing; power consumption; HPC application; SSD device; SSD-PASS; SSD-based storage system; climate change; cost analysis; data center; energy consumption; energy crisis; energy demand; energy saving; energy waste; high performance computing; magnetic disk device; monetary cost; power characteristics; power saving; power-aware based storage architecture; storage node; supercomputer; sustainability; Computer architecture; Energy consumption; Magnetic devices; Performance evaluation; Power demand; Supercomputers; Disk; Energy Efficient computing; High performance computing; Solid state disk; Write-buffering;
Conference_Titel :
High Performance Computing and Communications (HPCC), 2011 IEEE 13th International Conference on
Conference_Location :
Banff, AB
Print_ISBN :
978-1-4577-1564-8
Electronic_ISBN :
978-0-7695-4538-7
DOI :
10.1109/HPCC.2011.13