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   Articles with "joint data" as a keyword



Joint Data Collection and Resource Allocation for Distributed Machine Learning at the Edge

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recommendations! Published in 2022 at "IEEE Transactions on Mobile Computing"

DOI: 10.1109/tmc.2020.3045436

Abstract: Under the paradigm of edge computing, the enormous data generated at the network edge can be processed locally. To make full utilization of these widely distributed data, we focus on an edge computing system that… read more here.

Keywords: system; distributed machine; machine learning; joint data ... See more keywords

Joint Data Compression and Task Scheduling for LEO Satellite Networks

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recommendations! Published in 2025 at "IEEE Transactions on Vehicular Technology"

DOI: 10.1109/tvt.2025.3565571

Abstract: We investigate a joint data compression and task scheduling problem for Low Earth Orbit Satellite Networks (LEOSNs), to maximize the sum weights of tasks while simultaneously minimizing the total data loss. First, we propose a… read more here.

Keywords: task; compression task; task scheduling; data compression ... See more keywords

Energy-Efficient Edge Learning via Joint Data Deepening-and-Prefetching

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recommendations! Published in 2024 at "IEEE Transactions on Wireless Communications"

DOI: 10.1109/twc.2024.3367352

Abstract: The vision of pervasive artificial intelligence (AI) services can be realized by training an AI model on time using real-time data collected by internet of things (IoT) devices. To this end, IoT devices require offloading… read more here.

Keywords: energy; edge; data deepening; deepening prefetching ... See more keywords
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Identification and Characterization of Human Observational Studies in Nutritional Epidemiology on Gut Microbiomics for Joint Data Analysis

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recommendations! Published in 2021 at "Nutrients"

DOI: 10.3390/nu13093292

Abstract: In any research field, data access and data integration are major challenges that even large, well-established consortia face. Although data sharing initiatives are increasing, joint data analyses on nutrition and microbiomics in health and disease… read more here.

Keywords: gut; epidemiology; observational studies; gut microbiome ... See more keywords