DocumentCode :
565110
Title :
Coding-based energy minimization for Phase Change Memory
Author :
Mirhoseini, Azalia ; Potkonjak, Miodrag ; Koushanfar, Farinaz
fYear :
2012
fDate :
3-7 June 2012
Firstpage :
68
Lastpage :
76
Abstract :
We devise new coding methods to minimize Phase Change Memory write energy. Our method minimizes the energy required for memory rewrites by utilizing the differences between PCM read, set, and reset energies. We develop an integer linear programming method and employ dynamic programming to produce codes for uniformly distributed data. We also introduce data-aware coding schemes to efficiently address the energy minimization problem for stochastic data. Our evaluations show that the proposed methods result in up to 32% and 44% reduction in memory energy consumption for uniform and stochastic data respectively.
Keywords :
encoding; integer programming; linear programming; minimisation; phase change memories; power aware computing; stochastic processes; PCM read energy; PCM reset energy; PCM set energy; data-aware coding schemes; dynamic programming; integer linear programming method; memory energy consumption reduction; phase change memory write energy minimization; stochastic data; uniformly distributed data; Complexity theory; Decoding; Encoding; Minimization; Partitioning algorithms; Phase change materials; Phase change memory; Energy Efficient Coding; Phase Change Memory;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Design Automation Conference (DAC), 2012 49th ACM/EDAC/IEEE
Conference_Location :
San Francisco, CA
ISSN :
0738-100X
Print_ISBN :
978-1-4503-1199-1
Type :
conf
Filename :
6241492
Link To Document :
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