FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3200343831> ?p ?o ?g. }

• W3200343831 endingPage "36" @default.
• W3200343831 startingPage "1" @default.
• W3200343831 abstract "Machine Learning ( ML ) has demonstrated great promise in various fields, e.g., self-driving, smart city, which are fundamentally altering the way individuals and organizations live, work, and interact. Traditional centralized learning frameworks require uploading all training data from different sources to a remote data server, which incurs significant communication overhead, service latency, and privacy issues. To further extend the frontiers of the learning paradigm, a new learning concept, namely, Edge Learning ( EL ) is emerging. It is complementary to the cloud-based methods for big data analytics by enabling distributed edge nodes to cooperatively training models and conduct inferences with their locally cached data. To explore the new characteristics and potential prospects of EL, we conduct a comprehensive survey of the recent research efforts on EL. Specifically, we first introduce the background and motivation. We then discuss the challenging issues in EL from the aspects of data, computation, and communication. Furthermore, we provide an overview of the enabling technologies for EL, including model training, inference, security guarantee, privacy protection, and incentive mechanism. Finally, we discuss future research opportunities on EL. We believe that this survey will provide a comprehensive overview of EL and stimulate fruitful future research in this field." @default.
• W3200343831 created "2021-09-27" @default.
• W3200343831 creator A5017137055 @default.
• W3200343831 creator A5027119797 @default.
• W3200343831 creator A5043326849 @default.
• W3200343831 creator A5043464306 @default.
• W3200343831 creator A5073501391 @default.
• W3200343831 creator A5087746903 @default.
• W3200343831 creator A5091784825 @default.
• W3200343831 date "2021-07-18" @default.
• W3200343831 modified "2023-10-14" @default.
• W3200343831 title "Edge Learning" @default.
• W3200343831 cites W1564711504 @default.
• W3200343831 cites W1590174667 @default.
• W3200343831 cites W1970756365 @default.
• W3200343831 cites W1981657074 @default.
• W3200343831 cites W2083842231 @default.
• W3200343831 cites W2095119763 @default.
• W3200343831 cites W2137351756 @default.
• W3200343831 cites W2317339301 @default.
• W3200343831 cites W2416799949 @default.
• W3200343831 cites W2438328984 @default.
• W3200343831 cites W2552857149 @default.
• W3200343831 cites W2591882872 @default.
• W3200343831 cites W2598939142 @default.
• W3200343831 cites W2602495758 @default.
• W3200343831 cites W2612026221 @default.
• W3200343831 cites W2701059868 @default.
• W3200343831 cites W2744588164 @default.
• W3200343831 cites W2744714095 @default.
• W3200343831 cites W2757528734 @default.
• W3200343831 cites W2767079719 @default.
• W3200343831 cites W2775776326 @default.
• W3200343831 cites W2777817591 @default.
• W3200343831 cites W2795097198 @default.
• W3200343831 cites W2892952080 @default.
• W3200343831 cites W2896985569 @default.
• W3200343831 cites W2897865027 @default.
• W3200343831 cites W2911892981 @default.
• W3200343831 cites W2914415974 @default.
• W3200343831 cites W2920095265 @default.
• W3200343831 cites W2930926105 @default.
• W3200343831 cites W2931092525 @default.
• W3200343831 cites W2931743911 @default.
• W3200343831 cites W2942140333 @default.
• W3200343831 cites W2948252829 @default.
• W3200343831 cites W2949615858 @default.
• W3200343831 cites W2950865323 @default.
• W3200343831 cites W2959640473 @default.
• W3200343831 cites W2960833983 @default.
• W3200343831 cites W2962763344 @default.
• W3200343831 cites W2962788286 @default.
• W3200343831 cites W2962883549 @default.
• W3200343831 cites W2963390885 @default.
• W3200343831 cites W2963456518 @default.
• W3200343831 cites W2963470657 @default.
• W3200343831 cites W2963495533 @default.
• W3200343831 cites W2963534994 @default.
• W3200343831 cites W2964248614 @default.
• W3200343831 cites W2971544482 @default.
• W3200343831 cites W2975064142 @default.
• W3200343831 cites W2975156709 @default.
• W3200343831 cites W2980713544 @default.
• W3200343831 cites W2980789769 @default.
• W3200343831 cites W2981556215 @default.
• W3200343831 cites W2995191368 @default.
• W3200343831 cites W3001989995 @default.
• W3200343831 cites W3002258616 @default.
• W3200343831 cites W3009217644 @default.
• W3200343831 cites W3047040053 @default.
• W3200343831 cites W3101426332 @default.
• W3200343831 cites W3105122387 @default.
• W3200343831 cites W3106445841 @default.
• W3200343831 cites W4245826835 @default.
• W3200343831 cites W4252654521 @default.
• W3200343831 doi "https://doi.org/10.1145/3464419" @default.
• W3200343831 hasPublicationYear "2021" @default.
• W3200343831 type Work @default.
• W3200343831 sameAs 3200343831 @default.
• W3200343831 citedByCount "4" @default.
• W3200343831 countsByYear W32003438312023 @default.
• W3200343831 crossrefType "journal-article" @default.
• W3200343831 hasAuthorship W3200343831A5017137055 @default.
• W3200343831 hasAuthorship W3200343831A5027119797 @default.
• W3200343831 hasAuthorship W3200343831A5043326849 @default.
• W3200343831 hasAuthorship W3200343831A5043464306 @default.
• W3200343831 hasAuthorship W3200343831A5073501391 @default.
• W3200343831 hasAuthorship W3200343831A5087746903 @default.
• W3200343831 hasAuthorship W3200343831A5091784825 @default.
• W3200343831 hasConcept C111919701 @default.
• W3200343831 hasConcept C136764020 @default.
• W3200343831 hasConcept C138236772 @default.
• W3200343831 hasConcept C154945302 @default.
• W3200343831 hasConcept C162324750 @default.
• W3200343831 hasConcept C175444787 @default.
• W3200343831 hasConcept C2522767166 @default.
• W3200343831 hasConcept C2776214188 @default.
• W3200343831 hasConcept C29122968 @default.

• next