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   Articles with "communication computation" as a keyword



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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
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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
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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
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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
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Over-the-Air Integrated Sensing, Communication, and Computation in IoT Networks

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recommendations! Published in 2022 at "IEEE Wireless Communications"

DOI: 10.1109/mwc.004.2200212

Abstract: To facilitate the development of Internet of Things (IoT) services, tremendous IoT devices are deployed in the wireless network to collect and pass data to the server for further processing. Aiming at improving the data… read more here.

Keywords: computation; communication; sensing communication; air ... See more keywords
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Distributed ADMM With Synergetic Communication and Computation

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recommendations! Published in 2021 at "IEEE Transactions on Communications"

DOI: 10.1109/tcomm.2020.3027032

Abstract: In this article, we propose a novel distributed alternating direction method of multipliers (ADMM) algorithm with synergetic communication and computation, called SCCD-ADMM, to reduce the total communication and computation cost of the system. Explicitly, in… read more here.

Keywords: convergence; communication; communication computation; proposed algorithm ... See more keywords
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Radio Resource Allocation for Integrated Sensing, Communication, and Computation Networks

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recommendations! Published in 2022 at "IEEE Transactions on Wireless Communications"

DOI: 10.1109/twc.2022.3168348

Abstract: Integrated sensing, communication, and computation (ISCC) will become a key enabler for automation applications. However, since the performance region of ISCC has a higher dimension than those of traditional wireless networks, existing schedulers typically fail… read more here.

Keywords: communication; sensing communication; radio resource; integrated sensing ... See more keywords
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Joint Sensing, Communication, and Computation in Mobile Crowdsensing Enabled Edge Networks

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recommendations! Published in 2023 at "IEEE Transactions on Wireless Communications"

DOI: 10.1109/twc.2022.3214535

Abstract: Mobile crowdsensing (MCS) is a promising paradigm where sensor-embedded mobile devices are exploited for collecting and sharing environmental data. In MCS, the participating mobile devices sense the environment, collect the data, (pre-)process the data and… read more here.

Keywords: computation; edge networks; joint sensing; sensing communication ... See more keywords
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QoS-aware offloading based on communication-computation resource coordination for 6G edge intelligence

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recommendations! Published in 2023 at "China Communications"

DOI: 10.23919/jcc.2023.03.017

Abstract: Driven by the demands of diverse artificial intelligence (AI)-enabled application, Mobile Edge Computing (MEC) is considered one of the key technologies for 6G edge intelligence. In this paper, we consider a serial task model and… read more here.

Keywords: intelligence; resource; computation resource; communication computation ... See more keywords