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   Articles with "offloading resource" 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
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Task Offloading and Resource Allocation Strategies Among Multiple Edge Servers

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recommendations! Published in 2024 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2023.3343793

Abstract: Mobile-edge computing has been widely used in the Internet of Things (IoT) field. In mobile-edge computing, users’ tasks can be executed on local devices or offloaded to edge servers for processing. However, in the multiedge… read more here.

Keywords: task; offloading resource; edge servers; task offloading ... See more keywords

Incentive Mechanism for Task Offloading and Resource Cooperation in Vehicular Edge Computing Networks: A Deep Reinforcement Learning-Assisted Contract Approach

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recommendations! Published in 2024 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2024.3457592

Abstract: Vehicular edge computing network emerges as a key technique to offload vehicles’ tasks to the nearby roadside unit (RSU). Considering that the RSU may not always meet computation requirements of task vehicles (TVs), utilizing idle… read more here.

Keywords: task; resource cooperation; offloading resource; task offloading ... See more keywords
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Deep-Reinforcement-Learning-Based Task Offloading and Resource Allocation in Mobile Edge Computing Network With Heterogeneous Tasks

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recommendations! Published in 2025 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2024.3514108

Abstract: The proliferation of intelligent Internet of Things (IoT) applications has led to an increase in the complexity of tasks generated by IoT devices putting pressure on the timely execution of these tasks. Mobile edge computing… read more here.

Keywords: task; offloading resource; task offloading; resource allocation ... See more keywords

Energy-Aware Dependent Task Offloading and Resource Allocation for Industrial IoT With Computing and Network Convergence

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recommendations! Published in 2025 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2025.3600236

Abstract: As one of the core directions in 6G technology evolution, computing and network convergence enables coordinated orchestration and unified management of multidimensional resources, such as computing and communication, thereby providing users with highly reliable and… read more here.

Keywords: offloading resource; computing network; resource allocation; allocation ... See more keywords

Adaptive Compression Offloading and Resource Allocation for Edge Vision Computing

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recommendations! Published in 2024 at "IEEE Transactions on Cognitive Communications and Networking"

DOI: 10.1109/tccn.2024.3400820

Abstract: The rapid progress in edge computing (EC) and 5G wireless communication technology has opened up novel opportunities for intelligent applications driven by deep neural networks (DNNs). In particular, machine vision tasks are widely used in… read more here.

Keywords: offloading resource; edge; inference; vision ... See more keywords

Federated Learning for Computational Offloading and Resource Management of Vehicular Edge Computing in 6G-V2X Network

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recommendations! Published in 2024 at "IEEE Transactions on Consumer Electronics"

DOI: 10.1109/tce.2024.3357530

Abstract: The Sixth Generation network (6G) can support autonomous driving along with various vehicular applications like Vehicular Edge Computing (VEC), a distributed computing architecture for connected autonomous vehicles. Computational offloading and resource management of Vehicular Edge… read more here.

Keywords: resource management; system; offloading resource; edge ... See more keywords
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Multi-Server Assisted Task Offloading and Resource Allocation for Latency Minimization in Thermal-Aware MEC Networks

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recommendations! Published in 2025 at "IEEE Transactions on Consumer Electronics"

DOI: 10.1109/tce.2024.3481635

Abstract: As the 6G network advances, the integration of sophisticated data mining techniques within the Consumer Internet of Things (CIoT) intensifies challenges in CPU temperature management and power efficiency. The growing use of consumer electronics and… read more here.

Keywords: offloading resource; thermal aware; allocation; latency ... See more keywords

Energy-Efficient Joint Computation Offloading and Resource Allocation Strategy for ISAC-Aided 6G V2X Networks

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recommendations! Published in 2023 at "IEEE Transactions on Green Communications and Networking"

DOI: 10.1109/tgcn.2023.3234263

Abstract: Integrated sensing and communications (ISAC) is a pillar technology of 6G to enable intelligent environment awareness and hardware cost efficiencies. In ISAC-aided 6G vehicle-to-everything (V2X) networks, the perception data fusion from multiple sources can make… read more here.

Keywords: offloading resource; energy; resource allocation; computation offloading ... See more keywords

Energy-Efficient Joint Computation Offloading and Resource Allocation Optimization in AAV/HAP-Assisted AIoT Networks

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recommendations! Published in 2025 at "IEEE Transactions on Green Communications and Networking"

DOI: 10.1109/tgcn.2025.3554040

Abstract: The AAV/HAP-assisted Artificial Intelligence of Things (AIoT) integrates Artificial Intelligence (AI) technology into the Internet of Things (IoT) system, which provides ubiquitous global communications and intelligent computation services for mobile terminal devices (MTDs) by combining… read more here.

Keywords: offloading resource; energy; computation offloading; resource allocation ... See more keywords

Computation Offloading and Resource Allocation in MEC-Enabled Integrated Aerial-Terrestrial Vehicular Networks: A Reinforcement Learning Approach

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recommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"

DOI: 10.1109/tits.2022.3179987

Abstract: As important services of the future sixth-generation (6G) wireless networks, vehicular communication and mobile edge computing (MEC) have received considerable interest in recent years for their significant potential applications in intelligent transportation systems. However, MEC-enabled… read more here.

Keywords: computation; network; offloading resource; resource allocation ... See more keywords