Deutschetelekom Ag

Fujitsu Technology Solutions Gmbh

Fujitsu Germany Gmbh

Oliver Holschke

Marc Geitz

Fritz Schinkel

Rami Puzis

Ralf-Peter Braun

Sebastian Engel

Timmy Schüller

Christian Münch

Ingmar Poese

Polina Zilberman

Christine Crisan

Elad Rapaport

Ming Yin

Abhishek Awasthi

A computer-implemented method of optimizing a usage distribution in a communications network uses a quantum concept processor. A set of traffic demands for a transfer of determined data volumes between origin nodes and destination nodes among the plurality of communication nodes is captured. The traffic demands are split into sub-demands. A set of optional communication paths for an individual routing of each sub-demand is specified. The edges within the set of optional communication paths are assigned a respective usage capacity limit. Fractional capacity usages of the edges are calculated based on the respective usage capacity limit. The calculated fractional capacity usages are formulated as terms of a quadratic stress function. An optimized routing is determined by using a quantum concept processor, thereby selecting for each sub-demand one communication path from the set of optional communication paths such that the quadratic stress function is minimized.

Method of optimizing a usage distribution in a communications network

A computer-implemented method optimizes a routing of data traffic in a communications network by using a quantum concept processor. A set of potential short communication paths among possible communication paths between respective origin nodes and respective destination nodes of captured traffic demands is specified. The edges within the set of potential short communication paths are assigned a respective usage capacity limit. Fractional capacity usages of the edges are calculated based on respective usage capacity limits of the edges. The calculated fractional capacity usages are formulated as terms of a quadratic stress function. An optimized routing is determined by using a quantum concept processor, thereby selecting for each traffic demand one short communication path from the set of potential short communication paths such that the quadratic stress function is minimized.

Method of optimizing a routing in a communications network

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.

System and method for predicting and handling short-term overflow

Growing community of inventors

Berlin, Germany

Oliver Holschke