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20132026
most citedFedZero: Leveraging Renewable Excess Energy in Federated Learning

31 citations · 407 across the 77 of their papers we have counts for

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6 papers · 1 filter

cs.NI2023★ 1 cited

Offloading Real-Time Tasks in IIoT Environments under Consideration of Networking Uncertainties

Ilja Behnke, Philipp Wiesner, Paul Voelker +1

Offloading is a popular way to overcome the resource and power constraints of networked embedded devices, which are increasingly found in industrial environments. It involves movin…

cs.NI2023★ 9 cited

Towards a Real-Time IoT: Approaches for Incoming Packet Processing in Cyber-Physical Systems

Ilja Behnke, Christoph Blumschein, Robert Danicki +3

Embedded real-time devices for monitoring, controlling, and collaboration purposes in cyber-physical systems are now commonly equipped with IP networking capabilities. However, the…

cs.NI2022

IoTreeplay: Synchronous Distributed Traffic Replay in IoT Environments

Markus Toll, Ilja Behnke, Odej Kao

Use-cases in the Internet of Things (IoT) typically involve a high number of interconnected, heterogeneous devices. Due to the criticality of many IoT scenarios, systems and applic…

cs.NI2022

Differentiating Network Flows for Priority-Aware Scheduling of Incoming Packets in Real-Time IoT Systems

Christoph Blumschein, Ilja Behnke, Lauritz Thamsen +1

When IP-packet processing is unconditionally carried out on behalf of an operating system kernel thread, processing systems can experience overload in high incoming traffic scenari…

cs.NI2021

Towards a Cognitive Compute Continuum: An Architecture for Ad-Hoc Self-Managed Swarms

Ana Juan Ferrer, Soeren Becker, Florian Schmidt +2

In this paper we introduce our vision of a Cognitive Computing Continuum to address the changing IT service provisioning towards a distributed, opportunistic, self-managed collabor…

cs.NI2021★ 13 cited

Interrupting Real-Time IoT Tasks: How Bad Can It Be to Connect Your Critical Embedded System to the Internet?

Ilja Behnke, Lukas Pirl, Lauritz Thamsen +3

Embedded systems have been used to control physical environments for decades. Usually, such use cases require low latencies between commands and actions as well as a high predictab…