468 search results - page 1 / 94 » A Machine Learning Approach to TCP Throughput Prediction |
TON
2010
12 years 11 months ago
2010
TCP throughput prediction is an important capability in wide area overlay and multi-homed networks where multiple paths may exist between data sources and receivers. In this paper...
CN
2007
13 years 4 months ago
2007
We first study the accuracy of two well-known analytical models of the average throughput of long-term TCP flows, namely the so-called SQRT and PFTK models, and show that these ...
CCGRID
2005
IEEE
13 years 10 months ago
2005
IEEE
The ability to quickly predict the throughput of a TCP transfer between a client and a server, or between peers, has wide application in scientific computing and commercial compu...
ICML
2005
IEEE
14 years 5 months ago
2005
IEEE
NN
2006
Springer
13 years 4 months ago
2006
Springer
A novel method for estimating prediction uncertainty using machine learning techniques is presented. Uncertainty is expressed in the form of the two quantiles (constituting the pr...