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

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.

Machine learningVisionH04L 43/0882H04L 43/022H04L 43/045H04L 43/0852

AI classification

Vision1.00
Machine learning0.97
AI hardware0.04
Knowledge representation0.00
Speech0.00
Planning0.00
Natural language0.00
Evolutionary computation0.00

Ownership

MICROSOFT CORPORATION

assignment · 146160593

Assignors

RUI, YONG, VEGA-GARCIA, ANDRES

On an employer assignment, the assignors are typically the inventors.

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