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ATAL
2005
Springer
14 years 3 months ago
Improving reinforcement learning function approximators via neuroevolution
Reinforcement learning problems are commonly tackled with temporal difference methods, which use dynamic programming and statistical sampling to estimate the long-term value of ta...
Shimon Whiteson
JSSPP
2004
Springer
14 years 3 months ago
Multi-toroidal Interconnects: Using Additional Communication Links to Improve Utilization of Parallel Computers
Three-dimensional torus is a common topology of network interconnects of multicomputers due to its simplicity and high scalability. A parallel job submitted to a three-dimensional...
Yariv Aridor, Tamar Domany, Oleg Goldshmidt, Edi S...
PPOPP
2003
ACM
14 years 3 months ago
Improving server software support for simultaneous multithreaded processors
Simultaneous multithreading (SMT) represents a fundamental shift in processor capability. SMT's ability to execute multiple threads simultaneously within a single CPU offers ...
Luke McDowell, Susan J. Eggers, Steven D. Gribble
CONEXT
2007
ACM
14 years 2 months ago
Improving service differentiation in IP networks through dual topology routing
The convergence on IP of a wide variety of traffic types has strengthened the need for service differentiation. Service differentiation relies on two equally important components:...
Kin Wah Kwong, Roch Guérin, Anees Shaikh, S...
SPAA
1999
ACM
14 years 2 months ago
Scheduling Optimization for Resource-Intensive Web Requests on Server Clusters
Clustering supportwith a single-systemimagefor large-scaleWeb serversis important to improve the systemscalability in processing alargenumberof concurrentrequestsfrom Internet,esp...
Huican Zhu, Ben Smith, Tao Yang