Optimization of Processing Sequence and Computation Mode in IoT for Mobile Edge Computing
Shashi Kant Gupta, Shilpa Mehta, Rajendra Kumar Tripathi, Shavej Ali Siddiqui · Advances in civil and industrial engineering book series · 2024
The advent of mobile computing offloading paradigms, such mobile-edge computing (MEC), has allowed several internet of things (IoT) applications to use end devices' processing capabilities to do local tasks independently of a centralized server. A practical method for extending the amount of duration needed to finish computing tasks is computation off-load. This in-depth study investigates the complicated world of IoT systems, MEC paradigms, and the supplementary advantages gained by properly coordinating processing phases and compute modes. End-device execution is better for some application tasks due to reduced processing and greater connection expenses. In contrast, the MEC topology extends cloud capabilities to the network edge to speed up data processing near mobile devices. Symmetric propagation is the strategy the authors use in the cloud computing layer to shorten the time it takes for data to go from edge devices to cloud servers. In conclusion, they address computation latency in the cloud computing layer by tailoring our approach to its unique properties.