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118
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KDD
2009
ACM
198views Data Mining» more  KDD 2009»
16 years 1 months 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...
114
Voted
IEEEPACT
2007
IEEE
15 years 7 months ago
Architectural Support for the Stream Execution Model on General-Purpose Processors
There has recently been much interest in stream processing, both in industry (e.g., Cell, NVIDIA G80, ATI R580) and academia (e.g., Stanford Merrimac, MIT RAW), with stream progra...
Jayanth Gummaraju, Mattan Erez, Joel Coburn, Mende...
ICPP
2008
IEEE
15 years 7 months ago
Scalable Dynamic Load Balancing Using UPC
An asynchronous work-stealing implementation of dynamic load balance is implemented using Unified Parallel C (UPC) and evaluated using the Unbalanced Tree Search (UTS) benchmark ...
Stephen Olivier, Jan Prins
103
Voted
ECOOP
2008
Springer
15 years 2 months ago
Liquid Metal: Object-Oriented Programming Across the Hardware/Software Boundary
Abstract. The paradigm shift in processor design from monolithic processors to multicore has renewed interest in programming models that facilitate parallelism. While multicores ar...
Shan Shan Huang, Amir Hormati, David F. Bacon, Rod...
ISPD
2006
ACM
158views Hardware» more  ISPD 2006»
15 years 6 months ago
Effective linear programming based placement methods
Linear programming (LP) based methods are attractive for solving the placement problem because of their ability to model Half-Perimeter Wirelength (HPWL) and timing. However, it h...
Sherief Reda, Amit Chowdhary