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   Articles with "task offloading" as a keyword



Collaborative task offloading and resource scheduling framework for heterogeneous edge computing

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recommendations! 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 for multi-server edge computing in industrial Internet with joint load balance and fuzzy security

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recommendations! Published in 2024 at "Scientific Reports"

DOI: 10.1038/s41598-024-79464-2

Abstract: The industrial Internet revolutionizes traditional manufacturing through the incorporation of technologies such as real-time production optimization, big data analysis, etc. Computing resource-constrained industrial terminals struggle to effectively execute latency-sensitive and computation-intensive tasks triggered by these… read more here.

Keywords: task; industrial internet; edge; task offloading ... See more keywords

Task offloading decision making for IoV based on deep reinforcement learning

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recommendations! Published in 2025 at "Scientific Reports"

DOI: 10.1038/s41598-025-22499-w

Abstract: With the popularization and development of in-vehicle applications, the limitations of computing resources, storage resources, and energy on vehicles have become increasingly prominent. To meet the growing demand for compute-intensive applications, cloud-edge collaborative computing has… read more here.

Keywords: based deep; scheme; offloading decision; task offloading ... See more keywords

Task Offloading in Heterogeneous Mobile Cloud Computing: Modeling, Analysis, and Cloudlet Deployment

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recommendations! 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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recommendations! Published in 2019 at "IEEE Access"

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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recommendations! Published in 2019 at "IEEE Access"

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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recommendations! Published in 2020 at "IEEE Access"

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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recommendations! Published in 2020 at "IEEE Access"

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

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recommendations! 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

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recommendations! 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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recommendations! Published in 2022 at "IEEE Access"

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