Edge Computing and IoT: Systems, Management and Security

Third EAI International Conference, ICECI 2022, Virtual Event, December 13-14, 2022, Proceedings

Häftad, Engelska, 2023

Del i serien Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

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Beskrivning

This book constitutes the refereed post-conference proceedings of the Third International Conference on Edge Computing and IoT, ICECI 2022, held in December 13-14, 2022 in Changsha, China.

Produktinformation

Utgivningsdatum:2023-03-31
Mått:155 x 235 x 19 mm
Vikt:511 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
Antal sidor:322
Förlag:Springer International Publishing AG
ISBN:9783031289897

Utforska kategorier

Artificiell intelligens inom Data och IT
Hårdvara inom Data och IT
Tillämpad datateknik inom Data och IT

Innehållsförteckning

Models and methods for data management in IoT.- Forecasting the Temperature of BEV Battery Pack based on Field Testing Data.- The Data Exchange Protocol over Multi-chain BlockchainUsing Zero-knowledge Proof.- A Hybrid Task Offloading and Service Cache Scheme for Vehicular Edge Computing.- On Enhancing Transmission Performance for IoV Based on Improved Greedy Algorithm.- Precise Segmentation on Poly-Yolo, YoloV5 and FCN.- Adaptive approaches to manage energy consumption and security of systems.- Research on DAG Based Consensus Mechanism for Adjustable Load Metering Data.- A Detection and Information Processing Model based on an Automatic Mechanism for Tax Payment Control in Developing Countries.- IEC-FOF: An Industrial Electricity Consumption Forecasting and Optimization Framework.- Demons Hidden in the Light: Unrestricted Adversarial Illumination Attacks.- Edge Intelligence Based Garbage Classification Detection Method.- Mobile computing in wireless networks.- Evaluation of Higher Education System.- Defense Mechanisms against Audio Adversarial Attacks: Recent Advances and Future Directions.- An Empirical Study of Worldwide Plastic Waste Mitigation.- Prediction for Surface Subsidence of Shield Construction in Water-Rich Sand Egg Stratum Based on Edge Intelligence.- Highly Accurate Dynamic Gesture Recognition Method Based on Edge Intelligence.- Distributed computing in IOT.- Edge Intelligence Based Garbage Classification Detection Method.- Adversarial Example Attacks in Internet of Things (IoT).- Training Node Screening in Decentralized Trusted Federated Learning.- Exploration and Practice of Course Homework Metaverse Based on Extended Reality under Edge Computing.- Federated Learning Based User Scheduling for Real-Time Multimedia Tasks in EdgeDevices.- A Co-caching Strategy for Edges Based on Federated Learning and Regional Prevalence.- LSTM-DAM: Malicious Network Traffic Prediction for Cloud Manufacturing System.