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公开(公告)号：US20190199598A1
公开(公告)日：2019-06-27
申请号：US15853481
申请日：2017-12-22
Applicant: Cisco Technology, Inc.
Inventor： Sujit Biswas , Aleksandar Miodrag Ivanovic , Waseem A. Siddiqi , Rajesh S. Pazhyannur , Manjula Shivanna , Kedar Krishnanand Gaonkar
CPC classification number: H04L41/147 , G06N20/00 , H04L43/062 , H04L43/0888 , H04W24/06
Abstract: Predicting data throughput with a user device comprises a wireless system supported by wireless access points receiving signals from the user device. A wireless prediction system receives data from the wireless system, where the data comprises characteristics of the wireless access point, characteristics of communications with user computing devices, and data throughput statistics. The prediction system categorizes the received data based on one or more of a set of characteristics and determines a maximum data throughput capacity for each of the one or more wireless access points for each of the one or more set of characteristics. The system receives a request for a prediction of data throughput capacity for a particular wireless access point and, based on the characteristics of the particular wireless access point, determines an estimated data throughput capacity based on data throughputs of wireless access points having similar characteristics.
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公开(公告)号：US10608891B2
公开(公告)日：2020-03-31
申请号：US15853481
申请日：2017-12-22
Applicant: Cisco Technology, Inc.
Inventor： Sujit Biswas , Aleksandar Miodrag Ivanovic , Waseem A. Siddiqi , Rajesh S. Pazhyannur , Manjula Shivanna , Kedar Krishnanand Gaonkar
Abstract: Predicting data throughput with a user device comprises a wireless system supported by wireless access points receiving signals from the user device. A wireless prediction system receives data from the wireless system, where the data comprises characteristics of the wireless access point, characteristics of communications with user computing devices, and data throughput statistics. The prediction system categorizes the received data based on one or more of a set of characteristics and determines a maximum data throughput capacity for each of the one or more wireless access points for each of the one or more set of characteristics. The system receives a request for a prediction of data throughput capacity for a particular wireless access point and, based on the characteristics of the particular wireless access point, determines an estimated data throughput capacity based on data throughputs of wireless access points having similar characteristics.
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