Collaborative task offloading and resource scheduling framework for heterogeneous edge computing
Sign Up to like & getrecommendations! Published in 2021 at "Wireless Networks"
DOI: 10.1007/s11276-021-02768-y
Abstract: With the continuous development and maturity of the fifth-generation mobile network (5G) technology, the demand for multimedia service access is increasing, which poses huge challenges to the connectivity, caching capabilities, and computing capabilities of the… read more here.
Keywords: task offloading; task; resource; edge computing ... See more keywords
Task Offloading in Heterogeneous Mobile Cloud Computing: Modeling, Analysis, and Cloudlet Deployment
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2018.2812144
Abstract: In this paper, we consider a heterogeneous mobile cloud computing (HMCC) system that consists of remote cloud servers, local cloudlets, task offloading mobile devices (TMDs), non-task offloading MDs (NTMDs), and radio access networks such as… read more here.
Keywords: cloud servers; task offloading; analysis; cloud ... See more keywords
Matching-Based Task Offloading for Vehicular Edge Computing
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DOI: 10.1109/access.2019.2896000
Abstract: Vehicular edge computing has emerged as a promising technology to accommodate the tremendous demand for data storage and computational resources in vehicular networks. By processing the massive workload tasks in the proximity of vehicles, the… read more here.
Keywords: task; task offloading; edge computing; delay ... See more keywords
Cost-Efficient Dependent Task Offloading for Multiusers
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DOI: 10.1109/access.2019.2936208
Abstract: The extensive use of mobile intelligent devices, such as smart phones and tablets, induces new opportunity and challenge for computation offloading. Task offloading is an important issue in a system consisting of multiple types of… read more here.
Keywords: system; task; task offloading; energy ... See more keywords
A Task Offloading Solution for Internet of Vehicles Using Combination Auction Matching Model Based on Mobile Edge Computing
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DOI: 10.1109/access.2020.2980567
Abstract: From a global perspective, an Internet of Vehicles task offloading solution based on mobile edge computing is proposed, which satisfies the application requirements (high reliability) strictly. The average time for completing a task can be… read more here.
Keywords: time; task; task offloading; model ... See more keywords
Making Better Use of Processing-in-Memory Through Potential-Based Task Offloading
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DOI: 10.1109/access.2020.2983432
Abstract: There is an increasing demand for a novel computing structure for data-intensive applications such as artificial intelligence and virtual reality. The processing-in-memory (PIM) is a promising alternative to reduce the overhead caused by data movement.… read more here.
Keywords: task offloading; design; processing memory; pim ... See more keywords
Energy-Efficient Task Offloading Based on Differential Evolution in Edge Computing System With Energy Harvesting
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3052901
Abstract: To optimize the energy efficiency of edge computing system with energy harvesting, this paper proposes an energy-efficient task offloading method optimized by differential evolution. First, a wireless edge computing network model is established to analyze… read more here.
Keywords: system; task offloading; edge computing; energy ... See more keywords
OPTOS: A Strategy of Online Pre-Filtering Task Offloading System in Vehicular Ad Hoc Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3141456
Abstract: The advanced services provided by vehicle ad hoc networks (VANETs) often require vehicles to process complex computing tasks that may not be completed by individual vehicles within a required delay limit. Offloading tasks to road… read more here.
Keywords: online pre; hoc networks; task; task offloading ... See more keywords
Federated Deep Reinforcement Learning for Online Task Offloading and Resource Allocation in WPC-MEC Networks
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DOI: 10.1109/access.2022.3144415
Abstract: Mobile edge computing (MEC) is considered a more effective new technological solution for developing the Internet of Things (IoT) by providing cloud-like capabilities for mobile users. This article combines wireless powered communication (WPC) technology with… read more here.
Keywords: reinforcement learning; deep reinforcement; task offloading; online task ... See more keywords
A Task Offloading Algorithm With Cloud Edge Jointly Load Balance Optimization Based on Deep Reinforcement Learning for Unmanned Surface Vehicles
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DOI: 10.1109/access.2022.3150406
Abstract: Unmanned Surface Vehicles (USVs) generate a large amount of data that needs to be processed in real time when they work, but they are usually limited by computational and battery resources, so they need to… read more here.
Keywords: task offloading; cloud edge; energy; edge ... See more keywords
Delay-Optimal Task Offloading for UAV-Enabled Edge-Cloud Computing Systems
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DOI: 10.1109/access.2022.3174127
Abstract: The emergence of delay-sensitive and computationally-intensive mobile applications and services pose a significant challenge for Unmanned Aerial Vehicles (UAVs) devices due to the scarcity in their resources such as computational power and battery lifetime. Mobile… read more here.
Keywords: cloud computing; task offloading; edge cloud; delay ... See more keywords