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PPOPP
2009
ACM
16 years 8 days ago
Mapping parallelism to multi-cores: a machine learning based approach
The efficient mapping of program parallelism to multi-core processors is highly dependent on the underlying architecture. This paper proposes a portable and automatic compiler-bas...
Zheng Wang, Michael F. P. O'Boyle
SPAA
2009
ACM
16 years 8 days ago
Scalable reader-writer locks
We present three new reader-writer lock algorithms that scale under high read-only contention. Many previous reader-writer locks suffer significant degradation when many readers a...
Yossi Lev, Victor Luchangco, Marek Olszewski
KDD
2009
ACM
198views Data Mining» more  KDD 2009»
16 years 8 days ago
Pervasive parallelism in data mining: dataflow solution to co-clustering large and sparse Netflix data
All Netflix Prize algorithms proposed so far are prohibitively costly for large-scale production systems. In this paper, we describe an efficient dataflow implementation of a coll...
Srivatsava Daruru, Nena M. Marin, Matt Walker, Joy...
HPCA
2006
IEEE
16 years 3 days ago
Last level cache (LLC) performance of data mining workloads on a CMP - a case study of parallel bioinformatics workloads
With the continuing growth in the amount of genetic data, members of the bioinformatics community are developing a variety of data-mining applications to understand the data and d...
Aamer Jaleel, Matthew Mattina, Bruce L. Jacob
HPCA
2002
IEEE
16 years 3 days ago
Evaluation of a Multithreaded Architecture for Cellular Computing
Cyclops is a new architecture for high performance parallel computers being developed at the IBM T. J. Watson Research Center. The basic cell of this architecture is a single-chip...
Calin Cascaval, José G. Castaños, Lu...