KERNEL AWARENESS OF PHYSICAL ENVIRONMENT

Patent №

US 8,570,864

Granted

2013-10-29

Filed 2010

Owner

Lab

AI components

4

ml · kr · planning · hardware

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

12970952

Described are techniques to use adaptive learning to control bandwidth or rate of transmission of a computer on a network. Congestion observations such as packet delay and packet loss are used to compute a congestion signal. The congestion signal is correlated with information about actual congestion on the network, and the transmission rate is adjusted according to the degree of correlation. Transmission rate may not adjust when packet delay or packet loss is not strongly correlated with actual congestion. The congestion signal is adaptively learned. For instance, the relative effects of loss and delay on the congestion signal may change over time. Moreover, an operating congestion level may be minimized by adaptive adjustment.

Machine learningKnowledge representationPlanningAI hardwareH04L 41/0816H04L 43/04H04L 43/0894H04L 47/263H04L 47/12H04L 47/193H04L 47/20H04L 47/22+5 more

AI classification

AI hardware1.00
Planning0.92
Machine learning0.72
Knowledge representation0.56
Vision0.01
Natural language0.00
Evolutionary computation0.00
Speech0.00
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