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IWANN
1999
Springer
14 years 1 months ago
Using Temporal Neighborhoods to Adapt Function Approximators in Reinforcement Learning
To avoid the curse of dimensionality, function approximators are used in reinforcement learning to learn value functions for individual states. In order to make better use of comp...
R. Matthew Kretchmar, Charles W. Anderson
SIGMETRICS
2004
ACM
124views Hardware» more  SIGMETRICS 2004»
14 years 2 months ago
Interposed proportional sharing for a storage service utility
This paper develops and evaluates new share-based scheduling algorithms for differentiated service quality in network services, such as network storage servers. This form of resou...
Wei Jin, Jeffrey S. Chase, Jasleen Kaur
INFOCOM
2012
IEEE
11 years 11 months ago
Cuckoo sampling: Robust collection of flow aggregates under a fixed memory budget
—Collecting per-flow aggregates in high-speed links is challenging and usually requires traffic sampling to handle peak rates and extreme traffic mixes. Static selection of sa...
Josep Sanjuàs-Cuxart, Pere Barlet-Ros, Nick...
ISN
1999
Springer
139views Communications» more  ISN 1999»
14 years 1 months ago
Simplifying Real-Time Multimedia Application Development Using Session Descriptions
This paper presents a novel approach that simplifies real-time multimedia communication applications development and service provision. Such applications are no longer required to...
Sarom Ing, Steve Rudkin
MM
2006
ACM
89views Multimedia» more  MM 2006»
14 years 3 months ago
Towards scalable delivery of video streams to heterogeneous receivers
The required real-time and high-rate transfers for multimedia data severely limit the number of requests that can be serviced concurrently by Video-on-Demand (VOD) servers. Resour...
Bashar Qudah, Nabil J. Sarhan