- Patent Title: System and method for predicting and handling short-term overflow
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Application No.: US17334838Application Date: 2021-05-31
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Publication No.: US11381471B2Publication Date: 2022-07-05
- Inventor: Polina Zilberman , Rami Puzis , Elad Rapaport , Oliver Holschke , Ingmar Poese
- Applicant: DEUTSCHE TELEKOM AG
- Applicant Address: DE Bonn
- Assignee: DEUTSCHE TELEKOM AG
- Current Assignee: DEUTSCHE TELEKOM AG
- Current Assignee Address: DE Bonn
- Agency: Hoffman Warnick LLC
- Priority: IL275018 20200531
- Main IPC: G06F15/173
- IPC: G06F15/173 ; H04L41/16 ; G06N20/20 ; G06N3/04 ; H04L41/0654 ; H04L43/04 ; H04L43/062 ; H04L43/067 ; H04L43/0888 ; G06F15/16

Abstract:
A system for early predicting of impending data overflow situations in data networks, comprising one or more sensors being networked computers that do not provide services, for collecting monitored data regarding network traffic volume from content providers to an Internet Service Provider (ISP) entering or exiting the ISP via peering autonomous systems connected to the ISP via physical links; one or more processors executing one or more deep learning models, being adapted to: identify over the data network being handovers alternative peering links, which are not inherent Private Network Interconnects (PNI) between the content providers and the ISP; determine static or dynamic threshold for dataflow anomaly associated with overflow; for each alternative handover, predict impending overflow situation by applying ML algorithms to the collected data that corresponds to the each alternative handover.
Public/Granted literature
- US20210377131A1 SYSTEM AND METHOD FOR PREDICTING AND HANDLING SHORT-TERM OVERFLOW Public/Granted day:2021-12-02
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