Siemens Aktiengesellschaft

Siemens Canada Limited

Axel Gruner

Johannes Riedl

Mirjana Zafirovic-Vukotic

Anas Hawari

A system for obtaining information about an Internet of Things (IoT) device connected to a network includes a data traffic collection point, a data processing module and an artificial intelligence module. The data traffic collection point collects data units communicated to or from a specified IoT device of a plurality of IoT devices connected to a network. The data processing module processes quantitative information pertaining to the data units communicated to or from the specified IoT device collected over a defined time interval, to create a temporal data traffic fingerprint of the specified IoT device. The artificial intelligence module utilizes a machine learning model to deduce device identifying information of the specified IoT device from the temporal data traffic fingerprint of the specified IoT device.

Artificial intelligence based device identification

A method for operating an industrial automation system communication network, wherein at least one control unit controls functions of a plurality of communication devices for operating a communication network that includes plurality of communication devices, where the communication network is subdivided into a plurality of partitions which each include a plurality of end nodes as service access points and predeterminable shares of system resources of communication devices, where guaranteeable service quality parameters, which may be mapped in a multi-dimensional service quality parameter matrix for each partition, are determined for each data transmission within the partitions, by a pair of end nodes and in a manner dependent on direction, where each partition is assigned uniquely to a respective user together with the guaranteeable service quality parameters, and where potentially available system resources and authorizations for each respective user are specified by the assigned.

Growing community of inventors

Nuremberg, Germany

Axel Gruner