Mobile Networks and Management

This book constitutes the refereed post-conference proceedings of the 12th EAI International Conference on Mobile Networks and Management, MONAMI 2022, which took place virtually during October 29-31, 2022.
The 31 full papers were carefully reviewed and selected from 78 submissions. The papers are divided into groups of content as follows: Innovative Artificial Intelligence Applications for Smart City; The New Era of Computer Network by using Machine Learning; Advanced Technologies in Edge and Fog Computing; Emerging Technologies in Mobile Networks and Management; and Recent Advances in Communications and Computing.

Klappentext
Artificial Intelligence Applications for Smart City.- Research of Electronic Medical Record System based on Blockchain.- Consortium Blockchain-based Student Status Management Framework.- A New Home-based Pension Mutual Aid Framework based on blockchain.- Blockchain-based cross-border supply chain model.- A Multi-objective Optimization Method for Latency-Sensitive Applications in MEC-Enabled Smart Campus Using SMS-EMOA.- Research on the development model of Shenyang rural smart tourism based on tourism preferences in the context of 5G applications.- Computer Network and Machine Learning.- A Dual-Stream Input Faster-CNN model for Image Forgery Detection.- A Pneumonia Image Recognition Method Based on Transfer Learning.- Surface Defect Detection Algorithm of Aluminum Sheet Based on Improved Yolov3.- Entity relation extraction of traditional Chinese Medicine Influenza based on Bi-GRU+GBDT.- A Framework for Healthcare Data Integration Based on Model-as-a-Service.- A Deep Reinforcement Learning-Based Content Updating Algorithm for High Definition Map Edge Caching.- Edge Computing and Fog Computing.- Docker-based Full Life-Cycle Experimental Cloud Platform Design and Implementation.- Edge Computing-based Multitasking Strategies in Smart Grids.- A cloud-side task scheduling algorithm with multiple evaluation metrics.- Multi-Objective Computation Offloading in MEC- Empowered Smart Warehousing.- A Community Discovery Algorithm Using Increment of Modularity to Optimize the Label Propagation Process.- Mobile Networks and Management.- Evaluating the coverage of 5G signals: coupling spatial autocorrelation and 3D sight lines based on GIS.- A Performance Evaluation Method for a class of Cross-chain Systems.- An improved BP neural network based on adaptive genetic algorithm.- A Graph-Based Shortest Path Community Expansion Method.- Secure Communication for 6TiSCH Wireless Networks Based on Hybrid ECC and AES Algorithms.- Adaptive Monitoring Optimization based on Deep-Q- Network for Energy harvesting Wireless Sensor Networks.- Rabin Fingerprint-based Provenance Compression Scheme for Wireless Sensor Network.- Research on the Restoration Perception Evaluation of Historical Blocks along the Inner Mongolia Section of the Middle East Railway based on Network Text Big Data.- Network Communications and Computing.- A survey of QUIC-based network träic identification.- A Survey of Multipath Transport Mechanism in Data Center Networks.- AgBFPN: Attention guided Bidirectional Feature Pyramid Network for object detection.- Research on Attack Signal Feature Extraction Method of Multipath TCP Transmission System Based on Wavelet Energy Entropy.- Anomaly Detection with Ensemble Empirical Mode Decomposition for Secure QUIC Communications: A Simple Use Case.- An extended TODIM method for Multi-criteria decision making under q-rung orthopair fuzzy environment.

Inhalt
Artificial Intelligence Applications for Smart City .- Research of Electronic Medical Record System based on Blockchain.- Consortium Blockchain-based Student Status Management Framework.- A New Home-based Pension Mutual Aid Framework based on blockchain.- Blockchain-based cross-border supply chain model.- A Multi-objective Optimization Method for Latency-Sensitive Applications in MEC-Enabled Smart Campus Using SMS-EMOA.- Research on the development model of Shenyang rural smart tourism based on tourism preferences in the context of 5G applications.- Computer Network and Machine Learning .- A Dual-Stream Input Faster-CNN model for Image Forgery Detection.- A Pneumonia Image Recognition Method Based on Transfer Learning.- Surface Defect Detection Algorithm of Aluminum Sheet Based on Improved Yolov3.- Entity relation extraction of traditional Chinese Medicine Influenza based on Bi-GRU+GBDT.- A Framework for Healthcare Data Integration Based on Model-as-a-Service.- A Deep Reinforcement Learning-Based Content Updating Algorithm for High Definition Map Edge Caching.- Edge Computing and Fog Computing .- Docker-based Full Life-Cycle Experimental Cloud Platform Design and Implementation.- Edge Computing-based Multitasking Strategies in Smart Grids.- A cloud-side task scheduling algorithm with multiple evaluation metrics.- Multi-Objective Computation Offloading in MEC- Empowered Smart Warehousing.- A Community Discovery Algorithm Using Increment of Modularity to Optimize the Label Propagation Process.- Mobile Networks and Management .- Evaluating the coverage of 5G signals: coupling spatial autocorrelation and 3D sight lines based on GIS.- A Performance Evaluation Method for a class of Cross-chain Systems.- An improved BP neural network based on adaptive genetic algorithm.- A Graph-Based Shortest Path Community Expansion Method.- Secure Communication for 6TiSCH Wireless Networks Based on Hybrid ECC and AES Algorithms.- Adaptive Monitoring Optimization based on Deep-Q- Network for Energy harvesting Wireless Sensor Networks.- Rabin Fingerprint-based Provenance Compression Scheme for Wireless Sensor Network.- Research on the Restoration Perception Evaluation of Historical Blocks along the Inner Mongolia Section of the Middle East Railway based on Network Text Big Data.- Network Communications and Computing .- A survey of QUIC-based network traic identification.- A Survey of Multipath Transport Mechanism in Data Center Networks.- AgBFPN: Attention guided Bidirectional Feature Pyramid Network for object detection.- Research on Attack Signal Feature Extraction Method of Multipath TCP Transmission System Based on Wavelet Energy Entropy.- Anomaly Detection with Ensemble Empirical Mode Decomposition for Secure QUIC Communications: A Simple Use Case.- An extended TODIM method for Multi-criteria decision making under q-rung orthopair fuzzy environment.