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» High Performance Computing with Harness over InfiniBand
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CODES
2009
IEEE
13 years 9 months ago
A scalable parallel H.264 decoder on the cell broadband engine architecture
The H.264 video codec provides exceptional video compression while imposing dramatic increases in computational complexity over previous standards. While exploiting parallelism in...
Michael A. Baker, Pravin Dalale, Karam S. Chatha, ...
HIPC
2003
Springer
14 years 1 months ago
Dynamic Load Balancing for I/O-Intensive Tasks on Heterogeneous Clusters
1 Since I/O-intensive tasks running on a heterogeneous cluster need a highly effective usage of global I/O resources, previous CPUor memory-centric load balancing schemes suffer ...
Xiao Qin, Hong Jiang, Yifeng Zhu, David R. Swanson
ADHOCNOW
2006
Springer
14 years 1 months ago
Power-Aware Rate Control for Mobile Multimedia Communications
Consumers increasingly demand high quality of service (QoS) for multimedia applications. Rate control scheme is one of the major methods that provide high video quality for mobile ...
Hye-Soo Kim, Dinh Duong, Jae-Yun Jeong, Byoung-Kyu...
JMLR
2012
11 years 10 months ago
Random Search for Hyper-Parameter Optimization
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
James Bergstra, Yoshua Bengio
30
Voted
CVPR
2006
IEEE
14 years 9 months ago
Multiple Object Class Detection with a Generative Model
In this paper we propose an approach capable of simultaneous recognition and localization of multiple object classes using a generative model. A novel hierarchical representation ...
Krystian Mikolajczyk, Bastian Leibe, Bernt Schiele