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SIGMOD
2012
ACM
226views Database» more  SIGMOD 2012»
13 years 5 months ago
SkewTune: mitigating skew in mapreduce applications
We present an automatic skew mitigation approach for userdefined MapReduce programs and present SkewTune, a system that implements this approach as a drop-in replacement for an e...
YongChul Kwon, Magdalena Balazinska, Bill Howe, Je...
LCPC
2009
Springer
15 years 7 months ago
Loop Transformation Recipes for Code Generation and Auto-Tuning
Abstract. In this paper, we describe transformation recipes, which provide a high-level interface to the code transformation and code generation capability of a compiler. These rec...
Mary W. Hall, Jacqueline Chame, Chun Chen, Jaewook...
127
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HPCA
2001
IEEE
16 years 3 months ago
Self-Tuned Congestion Control for Multiprocessor Networks
Network performance in tightly-coupled multiprocessors typically degrades rapidly beyond network saturation. Consequently, designers must keep a network below its saturation point...
Mithuna Thottethodi, Alvin R. Lebeck, Shubhendu S....
PPOPP
2010
ACM
16 years 12 days ago
Lazy binary-splitting: a run-time adaptive work-stealing scheduler
We present Lazy Binary Splitting (LBS), a user-level scheduler of nested parallelism for shared-memory multiprocessors that builds on existing Eager Binary Splitting work-stealing...
Alexandros Tzannes, George C. Caragea, Rajeev Baru...
CISIS
2009
IEEE
15 years 10 months ago
Dynamic Adaptation of Parallelism Level in Data Transfer Scheduling
We discuss dynamic parameter tuning in wide-area data transfers for efficient utilization of available network capacity and optimized end-to-end application performance. Impacts ...
Mehmet Balman, Tevfik Kosar