Jul 18, 2023 · To solve the problem of task dependency, this paper presents a layered algorithm based on topological sorting, which layers tasks so that there ...
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Traditional task offloading schemes face significant challenges in the IoT scenario with service dependencies. To this end, this paper proposes an intelligent ...
Jul 18, 2023 · Traditional task offloading schemes face significant challenges in the IoT scenario with service dependencies. To this end, this paper proposes ...
An intelligent approach of task offloading for dependent services in ...
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In MEC, when tasks with dependencies are processed on IoT devices and MEC servers separately or on different MEC servers, data transmission across devices will ...
Jul 18, 2023 · With the growing popularity of Internet of Things (IoT), Mobile Edge Computing (MEC) has emerged for reducing the heavy workload at the ...
The problem arises of selecting whether the component is to be offloaded to the mobile edge server (MES) for execution, or it needs to be executed locally.
Sep 1, 2023 · This algorithm utilizes the Analytic Hierarchy Process (AHP) to appropriately allocate vehicle tasks and determines offloading decisions based ...
Different from the existing work, we propose an intelligent task offloading scheme leveraging off-policy reinforcement learning empowered by a Sequence-to- ...
The computation task prediction based on LSTM algorithm, computation offloading strategy for mobile device based on task prediction, and task migration for edge ...
Feb 27, 2024 · In [27], an end-to-end DRL method was studied to select the best edge server for offloading and allocate the optimal computational resource ...