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Artificial Intelligence for Edge Computing / / edited by Mudhakar Srivatsa, Tarek Abdelzaher, Ting He
| Artificial Intelligence for Edge Computing / / edited by Mudhakar Srivatsa, Tarek Abdelzaher, Ting He |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (373 pages) |
| Disciplina | 006.3 |
| Collana | Intelligent Technologies and Robotics Series |
| Soggetto topico |
Computational intelligence
Robotics Machine learning Application software Computer networks Computational Intelligence Machine Learning Computer and Information Systems Applications Computer Communication Networks |
| ISBN | 3-031-40787-3 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I: Core Problems -- Chapter 1: Neural Network Models for Time Series Data -- Chapter 2: Self-Supervised Learning from Unlabeled IoT Data -- Chapter 3: On the Generalization Power of Overfitted Two-Layer Neural Tangent Kernel Models -- Chapter 4: Out of Distribution Detection -- Chapter 5: Model Compression for Edge Computing -- Part II: Distributed Problems -- Chapter 6: Communication Efficient Distributed Learning -- Chapter 7: Coreset-based Data Reduction for Machine Learning at the Edge -- Chapter 8: Lightweight Collaborative Perception at the Edge -- Chapter 9: Dynamic Placement of Services at the Edge -- Chapter 10: Joint Service Placement and Request Scheduling at the Edge -- Part III: Cross-cutting Thoughts -- Chapter 11: Criticality-based Data Segmentation and Resource Allocation in Machine Inference Pipelines -- Chapter 12: Model Operationalization at Edge Devices. |
| Record Nr. | UNINA-9910799497203321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
International Conference on Security and Privacy in Communication Networks : 10th International ICST Conference, SecureComm 2014, Beijing, China, September 24-26, 2014, Revised Selected Papers, Part II / / edited by Jin Tian, Jiwu Jing, Mudhakar Srivatsa
| International Conference on Security and Privacy in Communication Networks : 10th International ICST Conference, SecureComm 2014, Beijing, China, September 24-26, 2014, Revised Selected Papers, Part II / / edited by Jin Tian, Jiwu Jing, Mudhakar Srivatsa |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XIX, 409 p. 126 illus.) |
| Disciplina | 005.8 |
| Collana | Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering |
| Soggetto topico |
Computer security
Systems and Data Security |
| ISBN | 3-319-23802-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Security and privacy in wired, wireless, mobile, hybrid, sensor, ad hoc networks -- network intrusion detection and prevention, firewalls, packet filters -- malware, and distributed denial of service -- communication privacy and anonymity -- network and internet forensics techniques -- public key infrastructures, key management, credential management -- secure routing, naming/addressing, network management -- security and privacy in pervasive and ubiquitous computing -- security & privacy for emerging technologies: VoIP, peer-to-peer and overlay network systems -- security & isolation in data center networks -- security & isolation in software defined networking. |
| Record Nr. | UNINA-9910299197503321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
International Conference on Security and Privacy in Communication Networks : 10th International ICST Conference, SecureComm 2014, Beijing, China, September 24-26, 2014, Revised Selected Papers, Part I / / edited by Jing Tian, Jiwu Jing, Mudhakar Srivatsa
| International Conference on Security and Privacy in Communication Networks : 10th International ICST Conference, SecureComm 2014, Beijing, China, September 24-26, 2014, Revised Selected Papers, Part I / / edited by Jing Tian, Jiwu Jing, Mudhakar Srivatsa |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XIX, 635 p. 193 illus. in color.) |
| Disciplina | 005.8 |
| Collana | Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering |
| Soggetto topico |
Computer security
Systems and Data Security |
| ISBN | 3-319-23829-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Security and privacy in wired, wireless, mobile, hybrid, sensor, ad hoc networks -- network intrusion detection and prevention, firewalls, packet filters -- malware, and distributed denial of service -- communication privacy and anonymity -- network and internet forensics techniques -- public key infrastructures, key management, credential management -- secure routing, naming/addressing, network management -- security and privacy in pervasive and ubiquitous computing -- security & privacy for emerging technologies: VoIP, peer-to-peer and overlay network systems -- security & isolation in data center networks -- security & isolation in software defined networking. |
| Record Nr. | UNINA-9910299204303321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||