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   Articles with "communication computation" as a keyword



Learning-Based Multitier Split Computing for Efficient Convergence of Communication and Computation

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

DOI: 10.1109/jiot.2024.3426531

Abstract: With promising benefits of splitting deep neural network (DNN) computation loads to the edge server, split computing has been a novel paradigm achieving high-quality artificial intelligence (AI) services for the energy-constrained user equipments (UEs). To… read more here.

Keywords: multitier split; communication computation; split; split computing ... See more keywords

TinyFEL: Communication, Computation, and Memory Efficient Tiny Federated Edge Learning via Model Sparse Update

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

DOI: 10.1109/jiot.2024.3499375

Abstract: Federated edge learning (FEL) is regarded as a promising distributed machine learning paradigm to reduce transmission latency and resources as well as preserve raw data privacy by collaboratively training local deep learning models across multiple… read more here.

Keywords: communication computation; memory; sparse update; model ... See more keywords

DRL Beamforming in RIS-Aided IoV for Integrated-Sensing-Communication-Computation

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

DOI: 10.1109/jiot.2025.3566380

Abstract: To meet the high throughput and low latency requirements of Internet of Vehicle (IoV), future high-frequency bands will inevitably be considered for vehicle-to-everything communication. Significant progress has been made in integrated sensing and communication (ISAC),… read more here.

Keywords: sensing communication; communication computation; integrated sensing; communication ... See more keywords

Joint Communication and Computation Offloading for Ultra-Reliable and Low-Latency With Multi-Tier Computing

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recommendations! Published in 2023 at "IEEE Journal on Selected Areas in Communications"

DOI: 10.1109/jsac.2022.3227088

Abstract: In this paper, we study joint communication and computation offloading (JCCO) for hierarchical edge-cloud systems with ultra-reliable and low latency communications (URLLC). We aim to minimize the end-to-end (e2e) latency of computational tasks among multiple… read more here.

Keywords: problem; ultra reliable; joint communication; latency ... See more keywords

Energy-Efficient Edge Inference in Integrated Sensing, Communication, and Computation Networks

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

DOI: 10.1109/jsac.2025.3574612

Abstract: Task-oriented integrated sensing, communication, and computation (ISCC) is a key technology for achieving low-latency edge inference and enabling efficient implementation of artificial intelligence (AI) in industrial cyber-physical systems (ICPS). However, the constrained energy supply at… read more here.

Keywords: sensing communication; communication computation; inference; energy ... See more keywords

Integrated Sensing, Communication, and Computation Over-the-Air in OFDM Systems

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recommendations! Published in 2025 at "IEEE Wireless Communications Letters"

DOI: 10.1109/lwc.2025.3585298

Abstract: This work is concerned with integrated sensing, communication, and computation (ISCC) in uplink orthogonal frequency division multiplexing (OFDM) systems, wherein multiple devices perform target sensing and over-the-air computation (AirComp) simultaneously. We aim to minimize the… read more here.

Keywords: sensing communication; communication computation; ofdm systems; integrated sensing ... See more keywords

Secure Transceiver Design for Integrated Sensing, Communication, and Computation Over-the-Air Networks

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recommendations! Published in 2025 at "IEEE Wireless Communications Letters"

DOI: 10.1109/lwc.2025.3603718

Abstract: This letter explores security issues in a multiple-input multiple-output (MIMO) integrated sensing, communication, and computation over-the-air (ISCCO) network. In this network, multiple multi-antenna sensors sense the targets and transmit private data to a legitimate access… read more here.

Keywords: sensing communication; communication computation; air; computation air ... See more keywords

Communication, Computation, and Caching Resource Sharing for the Internet of Things

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recommendations! Published in 2020 at "IEEE Communications Magazine"

DOI: 10.1109/mcom.001.1900354

Abstract: The Internet of Things connects a large number of smart mobile devices with the Internet, where these devices are embedded with often limited communication, computation, and caching resources. To address the heterogeneity of these devices… read more here.

Keywords: resource; internet things; communication computation; resource sharing ... See more keywords

Edge Learning with Timeliness Constraints: Challenges and Solutions

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recommendations! Published in 2020 at "IEEE Communications Magazine"

DOI: 10.1109/mcom.001.2000382

Abstract: Future machine learning (ML) powered applications, such as autonomous driving and augmented reality, involve training and inference tasks with timeliness requirements and are communication- and computation-intensive, which demands the edge learning framework. The real-time requirements… read more here.

Keywords: inference; timeliness constraints; edge learning; delay ... See more keywords

Communication and Computation O-RAN Resource Slicing for URLLC Services Using Deep Reinforcement Learning

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recommendations! Published in 2022 at "IEEE Communications Standards Magazine"

DOI: 10.1109/mcomstd.0002.2100078

Abstract: The evolution of the future beyond-5G/6G networks toward a service-aware network is based on network slicing technology. With network slicing, communication service providers seek to meet all the requirements imposed by the verticals, including ultra-reliable… read more here.

Keywords: network; communication; ran slicing; urllc services ... See more keywords

Green and Economical Interaction in Metaverse: Challenges, Architecture, and Future Directions

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recommendations! Published in 2024 at "IEEE Network"

DOI: 10.1109/mnet.2024.3432787

Abstract: This article presents an overview of existing surveys and reviews focusing on general and communication architectures (e.g., cloud- and P2P-based) within the metaverse. We propose GEIM, a green and economical multi-user interaction framework, to address… read more here.

Keywords: communication computation; interaction metaverse; metaverse; green economical ... See more keywords