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   Articles with "end edge" as a keyword



Toward Mobility-Aware Computation Offloading and Resource Allocation in End–Edge–Cloud Orchestrated Computing

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recommendations! Published in 2022 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2022.3168036

Abstract: Mobile devices (MDs) have undergone a booming development, yet are still capacity limited in computation and energy resources and thus could face troubles when serving computation-intensive and delay-sensitive applications. Mobile-edge computing (MEC) has been proposed… read more here.

Keywords: computation; edge cloud; end edge; cloud orchestrated ... See more keywords

InFEDge: A Blockchain-Based Incentive Mechanism in Hierarchical Federated Learning for End-Edge-Cloud Communications

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recommendations! Published in 2022 at "IEEE Journal on Selected Areas in Communications"

DOI: 10.1109/jsac.2022.3213323

Abstract: Advances in communications and networking technologies are driving the computing paradigm toward the end-edge-cloud collaborative architecture to leverage ubiquitous data and resources. Opposite to centralized intelligence, Hierarchical Federated Learning (HFL) relieves overwhelmed communication overhead and… read more here.

Keywords: incentive mechanism; federated learning; edge cloud; end edge ... See more keywords

End-Edge Collaborative Control for AoI-Aware Short-Packet Industrial Cyber-Physical System

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recommendations! Published in 2025 at "IEEE Journal on Selected Areas in Communications"

DOI: 10.1109/jsac.2025.3574617

Abstract: Along with the rapid development of the fourth industrial revolution, industrial cyber-physical systems (ICPS) are anticipated to achieve precise mapping and management for the physical world by integrating digital sensing and automated control. However, the… read more here.

Keywords: short packet; control; end edge; aoi aware ... See more keywords

Smart Actuation for End-Edge Industrial Control Systems

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recommendations! Published in 2024 at "IEEE Transactions on Automation Science and Engineering"

DOI: 10.1109/tase.2022.3216217

Abstract: Along with the fourth industrial revolution, industrial automation systems are evolving into a multi-tier end-edge computing architecture. Edge controllers, which are equipped with a larger computing capacity compared to local controllers, can communicate with local… read more here.

Keywords: edge; control; end edge; smart actuation ... See more keywords

RasPiDets: A Quasi-Real-Time Defect Detection Method With End-Edge-Cloud Collaboration

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recommendations! Published in 2025 at "IEEE Transactions on Industrial Informatics"

DOI: 10.1109/tii.2025.3556031

Abstract: In this article, we focus on the problem of product defect detection (PDD) in air conditioner (AC) manufacturing. The challenges are twofold: first, the scale of the objects undergoes significant variations, thereby increasing the difficulty… read more here.

Keywords: detection; real time; time; defect detection ... See more keywords

Delay-Optimized Multi-User VR Streaming via End-Edge Collaborative Neural Frame Interpolation

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recommendations! Published in 2024 at "IEEE Transactions on Network Science and Engineering"

DOI: 10.1109/tnse.2023.3296511

Abstract: In this article, with the objective of significantly increasing the frame rate of virtual reality (VR) videos, we design an efficient end-edge collaborative VR streaming system which consists of three modules: frame similarity analysis, offloading… read more here.

Keywords: end; end edge; delay; frame ... See more keywords

End-Edge-Cloud Heterogeneous Resources Scheduling Method Based on RNN and Particle Swarm Optimization

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recommendations! Published in 2025 at "IEEE Transactions on Network and Service Management"

DOI: 10.1109/tnsm.2024.3507017

Abstract: Task scheduling in cloud computing is a challenging but crucial task for ensuring service quality and load balance. Mainstream scheduling algorithms, such as heuristic algorithms and reinforcement learning, have made progress in this area. However,… read more here.

Keywords: task; edge cloud; offline scheduling; end edge ... See more keywords