Edge Computing – EDGE 2021 : 5th International Conference, Held As Part of the Services Conference Federation, SCF 2021, Virtual Event, December 10–14, 2021, Proceedings

This book constitutes the proceedings of the International Conference on Edge Computing, EDGE 2021, held virtually as part of SCF 2021, held as a Virtual Event, December 10–14, 2021. The 5 full and 2 short papers presented in this volume were carefully reviewed and selected from 18 submissions. The conference proceeding EDGE 2021 presents the latest fundamental advances in the state of the art and practice of edge computing, identify emerging research topics, and define the future of edge computing. Preface Organization Conference Sponsor – Services Society About the Services Conference Federation (SCF) Contents Power Consumption Reduction Method and Edge Offload Server for Multiple Robots 1 Introduction 2 Related Work 3 Proposal 3.1 Basic Idea of the Prediction Model 3.2 Issues 3.3 Proposal 3.4 Definition of Power Consumption 3.5 Modeling Power Consumption of Communication 3.6 Experiment Overview 3.7 Predictive Model Generation 4 Optimization Processing by Edge Offload Server 4.1 Reduction Method by Task Allocation 4.2 System Design and Implementation 5 Evaluation 5.1 Overview of the Evaluation 5.2 Experimental Results (with Nickel Hydrogen Battery) 5.3 Experimental Results (with Alkaline Battery) 5.4 Discussion 6 System Evaluation Implemented FPGA 6.1 Complexity of Multiple Regression Analysis 6.2 Experimental Procedure 7 Conclusion References Sparta: Heat-Budget-Based Scheduling Framework on IoT Edge Systems 1 Introduction 2 Sparta 2.1 Architecture 2.2 Operating Modes 3 Evaluation 3.1 Machine Learning Benchmarks 3.2 Experimental Setup 3.3 Application Efficacy 4 Related Work 5 Conclusion References Integrated 5G MEC System and Its Application in Intelligent Video Analytics 1 Introduction 2 Integrated 5G MEC System 2.1 5G System Architecture 2.2 MEC System Architecture 2.3 Integration of MEC and 5G System 3 5G MEC Based Intelligent Video Analytics 3.1 General Workflow of Intelligent Video Analytics 3.2 5G MEC Based Intelligent Video System 3.3 Experimental Results 4 Conclusion References Research on Grid-Connected Model of Distributed Generation Based on Colored Petri Net 1 Introduction 2 Petri Net Model 3 Working Mechanism of Distributed Power Supply 3.1 Direct-Drive Wind Turbines for Power Generation 3.2 Photovoltaic Power Generation 3.3 Battery Energy Storage 4 Distributed Power Grid Connection Strategy and Model 4.1 Topology of Microgrid with Wind/Photovoltaic Power 4.2 Distributed Power Grid-Connected Strategy 4.3 Distributed Power Grid-Connected Mode 5 Optimization Method of Grid-Connected Model Based on Colored Petri Net 5.1 Grid-Connected Model Based on CPN 5.2 Analysis of Grid-Connected Access Point 5.3 Analysis of Grid-Connected Capacity 5.4 Analysis of Grid-Connected Cost 6 Conclusion References Study on the Sustainable Development of Community Home-Based Elderly Care 1 Introduction 2 Literature Review 3 Methods and Materials 3.1 Background of Elderly Care in Shenzhen City 3.2 Methods 4 Results 5 Enlightenment for Sustainable Development of Home-Based Elderly Care in China 5.1 To Further Improve Government Planning of the Elderly Care Industry and Clarify the government's Duties and Powers 5.2 To Develop “Internet Plus Home-Based Elderly Care” and Build a Community Home-Based Elderly Care Chain and Service Platform 5.3 To Promote Close Integration of the Elderly Care Industry with Insurance, Estate, and Financing 5.4 To Expand the Scope of Integration in the Elderly Care Industry and Innovate Infinancing Lease Models Appendix 1 References Steps for Enterprise Data Compliance in China 1 Data Law in the Digital Age 2 Data and Cyber Security Improvement Program 2.1 Step One: Gap Analysis 2.2 Step Two: Action Plan 2.3 Step Three: Implementation References On the 5G Edge Network Challenges of Providing Tactile and Multi-modality Communication Services 1 Introduction 2 Challenges 2.1 Characteristics of Generated Data Across Modalities 2.2 Multi-modality Data Synchronization 2.3 Multi-modality QoS Differentiation 2.4 High-Volume of Small-Size Packets, Along with Packet-Size Variations 3 Address the Challenges 3.1 Distributed Edge-Computing Architecture 3.2 Time Sync Mechanism 3.3 Prioritized Treatment Among Different Modalities 3.4 Prioritized Treatment Within a Modality 3.5 Small-Size Packets with Large Volume 4 Conclusion References Author Index