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ATAL
2005
Springer
16 years 7 hour 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
15 years 11 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
15 years 11 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
15 years 10 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
15 years 10 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