Title
Mitigating the Memory Bottleneck With Approximate Load Value Prediction.
Abstract
Limited memory bandwidth and long access latency are serious GPU performance bottlenecks. For emerging applications that are inherently error resilient, this paper proposes to predict the values of safe-to-approximate loads and drop a certain fraction of the cache misses with predicted values to improve performance and energy efficiency.
Year
DOI
Venue
2016
10.1109/MDAT.2015.2504899
IEEE Design & Test
Keywords
Field
DocType
Bandwidth,Graphics processing units,Memory management,Safety,Degradation,Energy efficiency
Bottleneck,Cache pollution,Latency (engineering),Computer science,Cache,Efficient energy use,Bandwidth (signal processing),Memory management,Cache coloring,Computer engineering
Journal
Volume
Issue
ISSN
33
1
2168-2356
Citations 
PageRank 
References 
8
0.42
12
Authors
6
Name
Order
Citations
PageRank
Amir Yazdanbakhsh124115.28
Bradley Thwaites21405.67
H. Esmaeilzadeh3144369.71
Gennady Pekhimenko470628.75
Onur Mutlu59446357.40
Todd C. Mowry63021253.75