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公开(公告)号:US11375255B1
公开(公告)日:2022-06-28
申请号:US17096920
申请日:2020-11-12
Applicant: Amazon Technologies, Inc.
Inventor: Satheesh Ramalingam , Rahul Urgaonkar , Adhvik Arun Shetty , Moping Dou , Hargun Kaur , Mohan Padmanabhan , Manish Rao , Amarsingh B. Winston
IPC: G06F15/173 , H04N21/24 , H04L43/0888 , H04L43/16 , G06K9/62 , H04L43/0852 , H04L47/30
Abstract: Systems, methods, and computer-readable media are disclosed for optimizing network performance on a computer device to improve quality of experience by determining which network settings on the computing device to adjust. A clustering algorithm may identify various classes of networks and a classification algorithm may determine a network class specific to a network on a computing device. The effects of certain network settings for that networks class may be determined and the network setting and/or settings that optimizes the network performance may be promoted. The system may periodically analyze network data to recalculate the appropriate networks class and may determine different network settings based on the recalculation, facilitating mid-session improvements to the quality of experience.
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公开(公告)号:US11652691B1
公开(公告)日:2023-05-16
申请号:US17096922
申请日:2020-11-12
Applicant: Amazon Technologies, Inc.
Inventor: Satheesh Ramalingam , Rahul Urgaonkar , Adhvik Arun Shetty , Moping Dou , Hargun Kaur , Mohan Padmanabhan , Manish Rao , Amarsingh B. Winston
IPC: H04L41/082 , H04L41/16 , H04L43/0817 , G06N20/00 , G06N5/00 , H04L43/0888 , H04L41/0816 , H04L41/0893 , G06N5/01
CPC classification number: H04L41/082 , G06N5/01 , G06N20/00 , H04L41/0816 , H04L41/0893 , H04L41/16 , H04L43/0817 , H04L43/0888
Abstract: Systems, methods, and computer-readable media are disclosed for optimizing network performance on a computer device to improve quality of experience by determining which network settings on the computing device to adjust. A clustering algorithm may identify various classes of networks and a classification algorithm may determine a network class specific to a network on a computing device. The effects of certain network settings for that networks class may be determined and the network setting and/or settings that optimizes the network performance may be promoted. The system may periodically analyze network data to recalculate the appropriate networks class and may determine different network settings based on the recalculation, facilitating mid-session improvements to the quality of experience.
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