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Task Priority-based Resource Allocation Algorithm for Task Offloading in Fog-enabled IoT Systems

Hoa Tran‐Dang, Dong‐Seong Kim

202117 citationsDOI

Abstract

In the IoT-based systems, the integration of fog computing allows the fog nodes to offload and process tasks requested from IoT-enabled devices in a distributed manner to reduce the response delay. However, achieving such a benefit is still challenging in the heterogeneous fog systems in which long task queues of powerful fogs can contribute to an average long delay of task execution. To handle the conflict of resource request for task processing this paper proposes a distributed fog resource allocation algorithms, namely TPRA (Task Priority based Resource Allocation). Through the simulation analysis, TPRA show potential advantages in reducing the average delay in the heterogeneous fog environment compared with the existing solutions.

Topics & Concepts

Computer scienceTask (project management)Distributed computingFog computingResource allocationProcess (computing)Resource (disambiguation)QueueTask analysisResource management (computing)Real-time computingInternet of ThingsComputer networkEmbedded systemOperating systemEngineeringSystems engineeringIoT and Edge/Fog ComputingIoT Networks and ProtocolsEnergy Efficient Wireless Sensor Networks