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JPDC
2011
137views more  JPDC 2011»
12 years 11 months ago
Transparent runtime parallelization of the R scripting language
Scripting languages such as R and Matlab are widely used in scientific data processing. As the data volume and the complexity of analysis tasks both grow, sequential data process...
Jiangtian Li, Xiaosong Ma, Srikanth B. Yoginath, G...
ICS
2000
Tsinghua U.
14 years 7 days ago
Hardware-only stream prefetching and dynamic access ordering
Memory system bottlenecks limit performance for many applications, and computations with strided access patterns are among the hardest hit. The streams used in such applications h...
Chengqiang Zhang, Sally A. McKee
ASPLOS
2008
ACM
13 years 10 months ago
The potential for variable-granularity access tracking for optimistic parallelism
Support for optimistic parallelism such as thread-level speculation (TLS) and transactional memory (TM) has been proposed to ease the task of parallelizing software to exploit the...
Mihai Burcea, J. Gregory Steffan, Cristiana Amza
NCA
2006
IEEE
14 years 2 months ago
Parallelization of Geant4 Using TOP-C and Marshalgen
Geant4 is a very large, highly accurate toolkit for Monte Carlo simulation of particle-matter interaction. It has been applied to high-energy physics, cosmic ray modeling, radiati...
Gene Cooperman, Viet Ha Nguyen, Igor Malioutov
ICPP
2009
IEEE
14 years 3 months ago
Speeding Up Distributed MapReduce Applications Using Hardware Accelerators
—In an attempt to increase the performance/cost ratio, large compute clusters are becoming heterogeneous at multiple levels: from asymmetric processors, to different system archi...
Yolanda Becerra, Vicenç Beltran, David Carr...