LEADER 05148nam 22006015 450 001 9910865235903321 005 20251202143345.0 010 $a9783031583889$b(electronic bk.) 010 $z9783031583872 024 7 $a10.1007/978-3-031-58388-9 035 $a(MiAaPQ)EBC31364749 035 $a(Au-PeEL)EBL31364749 035 $a(CKB)32227786000041 035 $a(DE-He213)978-3-031-58388-9 035 $a(EXLCZ)9932227786000041 100 $a20240603d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aIoT Edge Intelligence /$fedited by Souvik Pal, Claudio Savaglio, Roberto Minerva, Flávia C. Delicato 205 $a1st ed. 2024. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2024. 215 $a1 online resource (392 pages) 225 1 $aInternet of Things, Technology, Communications and Computing,$x2199-1081 311 08$aPrint version: Pal, Souvik IoT Edge Intelligence Cham : Springer International Publishing AG,c2024 9783031583872 327 $aPart 1 Architecture, Systems, and Services -- Chapter 1 Modeling, Simulating, and Evaluating Complex End-to-End Edge Intelligence Systems -- Chapter 2 Exploring Edge AI Inference in Heterogeneous Environments: Requirements, Challenges, and Solutions -- Chapter 3 Artificial Intelligence Enabled Edge Computing: Necessity of Next Generation Future Computing System -- Chapter 4 Artificial Intelligence-based IoT-Edge Environment for Industry 5.0 -- Chapter 5 Service Provisioning at the Edge: An AI Approach based on Policies -- Chapter 6 Unsupervised Time Series Anomaly Detection for Edge Computing Applications - A Review -- Part 2 Security and Privacy paradigm -- Chapter 7 Secure, Trusted, Privacy-Protected Data Exchange in an Edge-Cloud Continuum Environment -- Chapter 8 Security, Privacy, Trust and Provenance issues in Internet of Things based Edge Environment -- Chapter 9 Secure Neural Network Inference for Edge Intelligence: Implications of Bandwidth and Energy Constraints -- Part 3 Applications -- Chapter 10 Internet of Things in Intelligent Transportation Systems -- Chapter 11 IoT- Driven Analytics and Edge Intelligence in Autonomous Navigation Systems -- Chapter 12 Edge-AI for Monitoring Air Pollution from Urban Waste Incineration : A Survey -- Chapter 13 Enabling Artificial Intelligence on IoT Edge: Smart Approaches and Solutions for Providing Remote Dental and Medical Services. 330 $aThis book explores fundamental and advanced concepts related to the AI-enabled Edge Technology paradigm, also known as Edge Intelligence, within the framework of the Internet of Things (IoT). Expanding the application of Edge computing is increasingly necessary. This can involve exploring automated, intelligent computational learning theorems, and ANN-oriented, trustworthy machine learning perspectives to enhance computational intelligence. The book functions as a valuable resource for professionals in the sector and also acts as a comprehensive learning tool for newcomers in the field of AI-enabled Edge Technologies and their applications, covering both fundamental and advanced concepts. This book uses data and network engineering and intelligent decision support system-by-design principles to design a reliable IoT edge-cloud ecosystem and to implement cyber-physical pervasive infrastructure solutions. The book will help readers understand the design architecture and AI algorithms and learn analytics through IoT edge, device-edge and the state-of-the-art in cloud-IoT countermeasures. The book is a valuable reference for anyone doing undergraduate or postgraduate studies, conducting research, or working in the computer science, information technology, electronics engineering, and complicated mathematical modeling domains. Serves as a manual for both basic and advanced aspects in edge-enabled technologies; Explores intelligent object identification and object discovery through the edge computing ecosystem; Addresses the complete functional framework and knowledge hierarchy for edge computing and IoT edge. 410 0$aInternet of Things, Technology, Communications and Computing,$x2199-1081 606 $aTelecommunication 606 $aSignal processing 606 $aApplication software 606 $aCommunications Engineering, Networks 606 $aDigital and Analog Signal Processing 606 $aComputer and Information Systems Applications 615 0$aTelecommunication. 615 0$aSignal processing. 615 0$aApplication software. 615 14$aCommunications Engineering, Networks. 615 24$aDigital and Analog Signal Processing. 615 24$aComputer and Information Systems Applications. 676 $a621.382 700 $aPal$b Souvik$01346084 701 $aSavaglio$b Claudio$01449238 701 $aMinerva$b Roberto$0853257 701 $aDelicato$b Flavia C$00 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 912 $a9910865235903321 996 $aIoT Edge Intelligence$94169782 997 $aUNINA