WebFeb 20, 2024 · The intelligent task offloading method based on Deep Q-network that can optimize computation capability of the multi-edge computing environments and gets a better performance in terms of the end-to-end latency of the offloaded task than the existing methods. Recently, various applications using artificial intelligence (AI) are deployed in … WebDue to the workload dynamics at MEC nodes and the randomness of task arrivals, it is challenging to determine proper MEC servers for task offloading and how to manage resources for the application's demands. This dissertation proposes cooperation between MEC and central cloud decisions for different vehicular application offloading.
Dynamic Task Offloading and Service Migration Optimization in …
WebFeb 20, 2024 · The intelligent task offloading method based on Deep Q-network that can optimize computation capability of the multi-edge computing environments and gets a … WebSep 10, 2024 · A growing number of mobile services demand intensive computation resources and high energy consumption. Traditional cloud-based task offloading incurs … nnsheriff.org
Matching Game based Task Offloading and Resource Allocation …
WebJul 28, 2024 · Mobile edge computing. Mobile edge computing has been emerged as a new paradigm of distributed systems [1, 2].There are many research topics about MEC, for example, server placement [], application placement, task offloading [7, 8], network architecture, and so on [].In order to use the services provided by the edge network, how … WebDec 23, 2024 · There is a lot of research on task offloading in MEC, which can be divided into three categories. First of all, for the dependent task offloading problem, some studies … WebDec 24, 2024 · Deep learning assisted mobile edge computing (MEC) has recently gained a lot of attention because of its superior ability to decrease the amount of energy and latency of MEC offloading. Energy usage during MEC offloading should be kept to a minimum, a multi-objective optimization problem is formulated, and a low-complexity allocating … nursing pajamas shorts set