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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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公开(公告)号：US20190261221A1
公开(公告)日：2019-08-22
申请号：US15902239
申请日：2018-02-22
Applicant: Cisco Technology, Inc.
Inventor： Jerome Henry , Rajesh S. Pazhyannur , Waseem A. Siddiqi , Ramanujam Jagannath
Abstract: In one embodiment, a computing device determines a plurality of probability-based trajectories a mobile device could traverse through a plurality of access point (AP) cells within a given area depending on an entry point of the mobile device into the given area. A predictive dwell time may also be associated to each AP cell based on how long a mobile device is expected to remain within the respective AP cell. Based on i) current locations of mobile devices, ii) the plurality of probability-based trajectories a mobile device could traverse through the plurality of AP cells, and iii) the predictive dwell time of each AP cell, the computing device can compute a probability of mobile device density surpassing a potential flash crowd threshold within each AP cell at any given future time. In response, the computing device may then perform one or more mitigation actions.
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公开(公告)号：US10367697B2
公开(公告)日：2019-07-30
申请号：US15581403
申请日：2017-04-28
Applicant: Cisco Technology, Inc.
Inventor： Kevin Marshall , Waseem A. Siddiqi , Mark Shurtleff
Abstract: A computer-implemented method and system for a graphical network connection timeline is provided. The method comprises receiving network connection data for a client device and storing the data in a first data repository. Using the data stored in the first data repository, one or more connection time period values for the client device is calculated. Each of the connection time period values represent a time of wireless network connection of the client device to each of one or more access points. The method further comprises generating a network connection timeline that tracks a network connectivity of the client device and storing the timeline in a second data repository. The timeline comprises a frequency band indicator, a time period, and one or more markers based, at least in part, on each of the connection time period values. The network connection timeline stored in the second data repository is then displayed in a Graphical User Interface (GUI).
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