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» Inference and Learning in Networks of Queues
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JMLR
2010
88views more  JMLR 2010»
13 years 10 days ago
Inference and Learning in Networks of Queues
Probabilistic models of the performance of computer systems are useful both for predicting system performance in new conditions, and for diagnosing past performance problems. The ...
Charles A. Sutton, Michael I. Jordan
PAM
2004
Springer
13 years 11 months ago
Inferring Queue Sizes in Access Networks by Active Measurement
Abstract. Router queues can impact both round-trip times and throughput. Yet little is publicly known about queue provisioning employed by Internet services providers for the route...
Mark Claypool, Robert E. Kinicki, Mingzhe Li, Jame...
OSDI
2008
ACM
14 years 5 months ago
Probabilistic Inference in Queueing Networks
Although queueing models have long been used to model the performance of computer systems, they are out of favor with practitioners, because they have a reputation for requiring u...
Charles A. Sutton, Michael I. Jordan
CN
2006
106views more  CN 2006»
13 years 5 months ago
Model-based end-to-end available bandwidth inference using queueing analysis
End-to-end available bandwidth estimation between Internet hosts is important to understand network congestion and enhance the performance of Quality-of-Service (QoS) demanding ap...
Xiaojun Hei, Brahim Bensaou, Danny H. K. Tsang
MLG
2007
Springer
13 years 11 months ago
Learning and Inference in Massive Social Networks
Shawndra Hill, Foster J. Provost, Chris Volinsky