Joint offloading and scheduling decisions for DAG applications in mobile edge computing
Sign Up to like & getrecommendations! Published in 2021 at "Neurocomputing"
DOI: 10.1016/j.neucom.2019.11.081
Abstract: Abstract Mobile edge computing (MEC) is a promising technology to support computation-intensive tasks for mobile devices which are usually associated with limited resources. Many researches from both scientific and industrial field have put focuses on… read more here.
Keywords: offloading scheduling; edge computing; mec center; joint offloading ... See more keywords
Deep-Reinforcement-Learning-Based Offloading Scheduling for Vehicular Edge Computing
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2020.2978830
Abstract: Vehicular edge computing (VEC) is a new computing paradigm that has great potential to enhance the capability of vehicle terminals (VTs) to support resource-hungry in-vehicle applications with low latency and high energy efficiency. In this… read more here.
Keywords: offloading scheduling; based offloading; reinforcement learning; deep reinforcement ... See more keywords
Security Offloading Scheduling and Caching Optimization Algorithm in UAV Edge Computing
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DOI: 10.1109/jsyst.2025.3531837
Abstract: Mobile edge computing, a prospective wireless communication framework, can contribute to offload a large number of tasks to unmanned aerial vehicle (UAV) mobile edge servers. Besides, the demand for server computational resources increasingly ascends as… read more here.
Keywords: edge; edge computing; offloading scheduling; caching optimization ... See more keywords
Robust Offloading Scheduling for Mobile Edge Computing
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Mobile Computing"
DOI: 10.1109/tmc.2020.3043000
Abstract: In this paper, we study the problem of Robust offloading schEduling for mobIle edge computiNg (REIN), i.e., in the presence of uncertain offloading failures, how to determine an offloading schedule to minimize the overall latency… read more here.
Keywords: mobile edge; scheduling mobile; bound; robust offloading ... See more keywords
Joint Offloading Scheduling and Resource Allocation in Vehicular Edge Computing: A Two Layer Solution
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DOI: 10.1109/tvt.2022.3220571
Abstract: Vehicular Edge Computing (VEC) is a promising paradigm for autonomous driving. It can reduce delay and energy consumption of tasks. The problem of joint task offloading scheduling and resource allocation in VEC is a challenge… read more here.
Keywords: problem; joint; resource allocation; scheduling resource ... See more keywords
Distributed Multi-Objective Dynamic Offloading Scheduling for Air–Ground Cooperative MEC
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2024.3379252
Abstract: Utilizing unmanned aerial vehicles (UAVs) with edge server to assist terrestrial mobile edge computing (MEC) has attracted tremendous attention. Nevertheless, state-of-the-art schemes based on deterministic optimizations or single-objective reinforcement learning (RL) cannot reduce the backlog… read more here.
Keywords: multi objective; distributed multi; offloading scheduling; decision making ... See more keywords