Active Learning in Network Monitoring
published: Nov. 8, 2010, recorded: June 2010, views: 2529
Report a problem or upload filesIf you have found a problem with this lecture or would like to send us extra material, articles, exercises, etc., please use our ticket system to describe your request and upload the data.
Enter your e-mail into the 'Cc' field, and we will keep you updated with your request's status.
In several latency in obtaining information about the state of the network. The adoption of active learning techniques can result in a dramatic reduction in the number of measurement probes and the time required to obtain accurate estimates of network performance metrics. We describe how these techniques can be employed in estimating loss and delay metrics and conducting fault diagnosis. In particular we focus on active learning methods for simultaneously estimating the available bandwidth on multiple paths through the network.
Download slides: rss2010_coates_aln_01.pdf (2.6 MB)
Download rss2010_coates_aln_01.mp4 (Video - generic video source 170.2 MB)
Download rss2010_coates_aln_01.flv (Video 78.2 MB)
Download rss2010_coates_aln_01_450x360_h264.mp4 (Video 71.8 MB)
Download rss2010_coates_aln_01_600x480_h264.mp4 (Video 97.8 MB)
Download rss2010_coates_aln_01_720x576_h264.mp4 (Video 163.3 MB)
Download rss2010_coates_aln_01.wmv (Video 83.8 MB)
Link this pageWould you like to put a link to this lecture on your homepage?
Go ahead! Copy the HTML snippet !