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| Link zu diesem Datensatz | https://d-nb.info/1365237109 |
| Titel | Edge Intelligence in the Making : Optimization, Deep Learning, and Applications / by Sen Lin, Zhi Zhou, Zhaofeng Zhang, Xu Chen, Junshan Zhang |
| Person(en) |
Lin, Sen (Verfasser) Zhou, Zhi (Verfasser) Zhang, Zhaofeng (Verfasser) Chen, Xu (Verfasser) Zhang, Junshan (Verfasser) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 2nd ed. 2025 |
| Verlag | Cham : Springer Nature Switzerland, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2025 |
| Umfang/Format | Online-Ressource, XIV, 299 p. 97 illus., 82 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-031-84562-8 Printed edition:: ISBN: 978-3-031-84564-2 Printed edition:: ISBN: 978-3-031-84565-9 |
| Inhalt | Introduction to Edge Intelligence -- Edge Intelligence via Model Training -- Edge Intelligence via Federated Meta-Learning -- Resource-efficient Edge AI via Personalized Federated Learning -- Edge-Cloud Collaborative Learning via Distributionally Robust Optimization -- Hierarchical Mobile-Edge-Cloud Model Training with Hybrid Parallelism -- Communication-Efficient Hierarchical Federated Edge Learning -- Edge Intelligence via Model Inference -- On-Demand Accelerating Deep Neural Network Inference via Edge Computing -- Cooperative Edge DNN Inference with Adaptive Workload Partitioning -- Online Optimization and Resource Provisioning for Edge DNN Inference -- Applications, Marketplaces, and Future Directions of Edge Intelligence |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2505110414277.374215337075 DOI: 10.1007/978-3-031-84563-5 |
| URL | https://doi.org/10.1007/978-3-031-84563-5 |
| ISBN/Einband/Preis | 978-3-031-84563-5 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Synthesis Lectures on Learning, Networks, and Algorithms |
| DDC-Notation | 006.3 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
Treffer 51 von 23368
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