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.
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.
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