東華大學圖書館 |

Edge computing and IoT = systems, management and security : third EAI International Conference, ICECI 2022, virtual event, December 13-14, 2022 : proceedings /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Edge computing and IoT/ edited by Zhu Xiao ... [et al.].
其他題名:	systems, management and security : third EAI International Conference, ICECI 2022, virtual event, December 13-14, 2022 : proceedings /
其他題名:	ICECI 2022
其他作者:	Xiao, Zhu.
團體作者:	International Conference on Edge Computing and IoT
出版者:	Cham :Springer Nature Switzerland : : 2023.,
面頁冊數:	xi, 322 p. :ill. (some col.), digital ;24 cm.
內容註:	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 Edge Devices -- A Co-caching Strategy for Edges Based on Federated Learning and Regional Prevalence -- LSTM-DAM: Malicious Network Traffic Prediction for Cloud Manufacturing System.
Contained By:	Springer Nature eBook
標題:	Edge computing - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-28990-3
ISBN:	9783031289903

Edge computing and IoT = systems, management and security : third EAI International Conference, ICECI 2022, virtual event, December 13-14, 2022 : proceedings /
Edge computing and IoTsystems, management and security : third EAI International Conference, ICECI 2022, virtual event, December 13-14, 2022 : proceedings /[electronic resource] :ICECI 2022edited by Zhu Xiao ... [et al.]. - Cham :Springer Nature Switzerland :2023. - xi, 322 p. :ill. (some col.), digital ;24 cm. - Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering,4781867-822X ;. - Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering ;478..

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 Edge Devices -- A Co-caching Strategy for Edges Based on Federated Learning and Regional Prevalence -- LSTM-DAM: Malicious Network Traffic Prediction for Cloud Manufacturing System.

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. Due to COVID-19 pandemic the conference was held virtually. The explosion of the big data generated by ubiquitous edge devices motivates the emergence of applying machine learning systems for edge computing and Internet of Things (IoT) services. Machine learning techniques are delivering a promising solution to the industry for building IoT systems and to make innovation at a rapid pace. The 22 full papers of ICECI 2022 were selected from 76 submissions and present results and ideas in the area of edge computing and IoT.

ISBN: 9783031289903

Standard No.: 10.1007/978-3-031-28990-3doiSubjects--Topical Terms:

3528611
Edge computing
--Congresses.

LC Class. No.: QA76.583

Dewey Class. No.: 004.678

Edge computing and IoT = systems, management and security : third EAI International Conference, ICECI 2022, virtual event, December 13-14, 2022 : proceedings /
LDR:03950nmm a2200349 a 4500 001 2316988
003 DE-He213
005 20230330133748.0
006 m d
007 cr nn 008maaau
008 230902s2023 sz s 0 eng d
020 $a 9783031289903 $q (electronic bk.)
020 $a 9783031289897 $q (paper)
024 7 $a 10.1007/978-3-031-28990-3 $2 doi
035 $a 978-3-031-28990-3
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.583
072 7 $a UKN $2 bicssc
072 7 $a COM075000 $2 bisacsh
072 7 $a UKN $2 thema
082 0 4 $a 004.678 $2 23
090 $a QA76.583 $b .I61 2022
111 2 $a International Conference on Edge Computing and IoT $n (3rd : $d 2022 : $c Online) $3 3630664
245 1 0 $a Edge computing and IoT $h [electronic resource] : $b systems, management and security : third EAI International Conference, ICECI 2022, virtual event, December 13-14, 2022 : proceedings / $c edited by Zhu Xiao ... [et al.].
246 3 $a ICECI 2022
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2023.
300 $a xi, 322 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, $x 1867-822X ; $v 478
505 0 $a 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 Edge Devices -- A Co-caching Strategy for Edges Based on Federated Learning and Regional Prevalence -- LSTM-DAM: Malicious Network Traffic Prediction for Cloud Manufacturing System.
520 $a 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. Due to COVID-19 pandemic the conference was held virtually. The explosion of the big data generated by ubiquitous edge devices motivates the emergence of applying machine learning systems for edge computing and Internet of Things (IoT) services. Machine learning techniques are delivering a promising solution to the industry for building IoT systems and to make innovation at a rapid pace. The 22 full papers of ICECI 2022 were selected from 76 submissions and present results and ideas in the area of edge computing and IoT.
650 0 $a Edge computing $v Congresses. $3 3528611
650 0 $a Internet of things $v Congresses. $3 3135380
650 0 $a Machine learning $x Congresses. $3 576368
650 1 4 $a Computer Communication Networks. $3 775497
650 2 4 $a Artificial Intelligence. $3 769149
650 2 4 $a Computer and Information Systems Applications. $3 3538505
650 2 4 $a Computer Application in Social and Behavioral Sciences. $3 3538516
650 2 4 $a Computing Milieux. $3 893243
700 1 $a Xiao, Zhu. $3 3630665
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering ; $v 478. $3 3630666
856 4 0 $u https://doi.org/10.1007/978-3-031-28990-3
950 $a Computer Science (SpringerNature-11645)