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IPPS
2007
IEEE
14 years 1 months ago
Improved Output Jitter Calculation for Compositional Performance Analysis of Distributed Systems
Compositional performance analysis iteratively alternates local scheduling analysis techniques and output event model propagation between system components to enable performance a...
Rafik Henia, Razvan Racu, Rolf Ernst
ICPP
2008
IEEE
14 years 2 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
FPL
2009
Springer
156views Hardware» more  FPL 2009»
14 years 5 days ago
A highly scalable Restricted Boltzmann Machine FPGA implementation
Restricted Boltzmann Machines (RBMs) — the building block for newly popular Deep Belief Networks (DBNs) — are a promising new tool for machine learning practitioners. However,...
Sang Kyun Kim, Lawrence C. McAfee, Peter L. McMaho...
SBACPAD
2008
IEEE
206views Hardware» more  SBACPAD 2008»
14 years 1 months ago
A High Performance Massively Parallel Approach for Real Time Deformable Body Physics Simulation
Single processor technology has been evolving across last decades, but due to physical limitations of chip manufacturing process, the industry is pursuing alternatives to sustain ...
Thiago S. M. C. de Farias, Mozart W. S. Almeida, J...
ISMIS
2005
Springer
14 years 1 months ago
Incremental Collaborative Filtering for Highly-Scalable Recommendation Algorithms
Most recommendation systems employ variations of Collaborative Filtering (CF) for formulating suggestions of items relevant to users’ interests. However, CF requires expensive co...
Manos Papagelis, Ioannis Rousidis, Dimitris Plexou...