METHODS AND SYSTEMS FOR ESTIMATING NETWORK AVAILABLE BANDWIDTH USING PACKET PAIRS AND SPATIAL FILTERING
Patent №
US 8,068,436
Granted
2011-11-29
Filed 2003
Owner
MICROSOFT CORPORATION
Lab
AI components
2
ml · vision
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
10686160
Estimation of available bandwidth on a network uses packet pairs and spatially filtering. Packet pairs are transmitted over the network. The dispersion of the packet pairs is used to generate samples of the available bandwidth, which are then classified into bins to generate a histogram. The bins can have uniform bin widths, and the histogram data can be aged so that older samples are given less weight in the estimation. The histogram data is then spatially filtered. Kernel density algorithms can be used to spatially filter the histogram data. The network available bandwidth is estimated using the spatially filtered histogram data. Alternatively, the spatially filtered histogram data can be temporally filtered before the available bandwidth is estimated.
AI classification
Ownership
MICROSOFT CORPORATION
assignment · 146160593
Assignors
RUI, YONG, VEGA-GARCIA, ANDRES
On an employer assignment, the assignors are typically the inventors.