Advances in Internet, Data and Web Technologies

Name: Advances in Internet, Data and Web Technologies | The 9th International Conference on Emerging Internet, Data & Web Technologies (EIDWT-2021)
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The 9th International Conference on Emerging Internet, Data & Web Technologies (EIDWT-2021)

Leonard Barolli Juggapong Natwichai Tomoya Enokido(Herausgeber*in)

Springer (Verlag)

Erschienen am 18. Februar 2021

XXIV, 380 Seiten

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978-3-030-70639-5 (ISBN)

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Inhalt

Intro
Welcome Message of EIDWT-2021 International Conference Organizers
EIDWT-2021 International Conference Organizers
EIDWT-2021 Steering Committee Chair
EIDWT-2021 General Co-chairs
EIDWT-2021 Program Committee Co-chairs
EIDWT-2021 Organizing Committee
Honorary Chair
General Co-chairs
Program Co-chairs
International Advisory Committee
Publicity Co-chairs
International Liaison Co-chairs
Local Organizing Committee Co-chairs
Web Administrators
Finance Chair
Steering Committee Chair
PC Members
EIDWT-2021 Reviewers
EIDWT-2021 Keynote Talks
Contract Tracing During Covid-19 Pandemic: An Australian Experience Synopsis
Privacy Violation from Joint Attacks on Incremental Datasets
Contents
Enhanced Focused Beam Routing in Underwater Wireless Sensor Networks
1 Introduction
2 Focused Beam Routing
2.1 Implementation of FBR in The ONE Simulator
2.2 Depth-Based FBR
3 Simulations
4 Conclusions and Future Works
References
A Hybrid Intelligent Simulation System for Node Placement in WMNs Considering Chi-Square Distribution of Mesh Clients and Different Router Replacement Methods
1 Introduction
2 Proposed and Implemented Simulation System
2.1 Particle Swarm Optimization
2.2 Distributed Genetic Algorithm
2.3 WMN-PSODGA Hybrid Simulation System
3 Simulation Results
4 Conclusions
References
Effect of Slice Overloading Cost on Admission Control for 5G Wireless Networks: A Fuzzy-Based System and Its Performance Evaluation
1 Introduction
2 Software-Defined Networks (SDNs)
3 Outline of Fuzzy Logic
3.1 Linguistic Variables
3.2 Fuzzy Control Rules
3.3 Defuzzificaion Method
4 Proposed Fuzzy-Based System
5 Simulation Results
6 Conclusions and Future Work
References
Implementation of a Simulation System for Optimal Number of MOAP Robots Using Elbow and Silhouette Theories in WMNs
1 Introduction
2 Related Work
3 Moving Omnidirectional Access Point Robot
3.1 Overview of MOAP Robot
3.2 Control System
3.3 Kinematics
4 Elbow and Silhouette Theory to Decide Optimal Number of MOAP Robots
4.1 Elbow Theory
4.2 Silhouette Theory
5 Implemented Simulation System
6 Conclusions and Future Work
References
A Fuzzy-Based Approach for Reducing Transmitted Data Considering Data Difference Parameter in Resilient WSNs
1 Introduction
2 Resilient WSNs
2.1 Overview of Resilient WSNs
2.2 Distributed Edge Devices
3 Proposed Fuzzy-Based Transmission Control System
4 Evaluation Results
5 Conclusions
References
An Energy-Efficient Migration Algorithm for Virtual Machines to Reduce the Number of Migrations
1 Introduction
2 System Model
3 Energy Consumption Model of Migration
4 An RWM (Reducing Wasted Migrations) Algorithm
4.1 Selection of a Virtual Machine
5 Evaluation
6 Concluding Remarks
References
Design and Implementing of the Dynamic Tree-Based Fog Computing (DTBFC) Model to Realize the Energy-Efficient IoT
1 Introduction
2 Dynamic Tree-Based Fog Computing (DTBFC) Model
3 Computation and Energy Consumption Models of a Fog Node
3.1 Computation Model
3.2 Energy Consumption Model
4 Dynamic TBFC (DTBFC) Model
4.1 Ways to Split and Replicate Fog Nodes
4.2 Energy Consumption and Execution Time
5 Implementation of a DFC Algorithm
6 Concluding Remarks
References
An Algorithm to Select an Energy-Efficient Server for an Application Process in a Cluster
1 Introduction
2 Power Consumption and Computation Models
3 An MTES Algorithm to Select a Host Server
4 Evaluation
5 Concluding Remarks
References
Performance Comparison of Constriction and Linearly Decreasing Inertia Weight Router Replacement Methods for WMNs by WMN-PSOSA-DGA Hybrid Simulation System Considering Chi-Square Distribution of Mesh Clients
1 Introduction
2 Proposed and Implemented Simulation System
2.1 Velocities and Positions of Particles
2.2 Routers Replacement Methods
2.3 DGA Operations
2.4 Fitness and Migration Functions
2.5 Particle-Pattern and Gene Coding
3 Simulation Results
4 Conclusions
References
A Comparison Study of Linearly Decreasing Inertia Weight Method and Rational Decrement of Vmax Method for WMNs Using WMN-PSOHC Intelligent System Considering Normal Distribution of Mesh Clients
1 Introduction
2 Proposed and Implemented Simulation System
2.1 Particle Swarm Optimization
2.2 Hill Climbing
2.3 WMN-PSOHC System Description
3 WMN-PSOHC Web GUI Tool
4 Simulation Results
5 Conclusions
References
Implementation of Disaster Information Acquisition Method Using CCN Moving Router
1 Introduction
2 Previous Work
3 Related Work
4 Research Objective
5 System Configuration
6 Field Experiment Assuming Local Natural Disasters
7 Conclusion
References
Realistic Topic-Based Data Transmission Protocol in a Mobile Fog Computing Model
1 Introduction
2 MPSFC (Mobile Publish/Subscribe Fog Computing) Model
3 TTLBDT (Time-to-live Based Data Transmission) and PTBDT (Probability and TBDT) Protocols
4 Evaluation
5 Concluding Remarks
References
The Improved Active Time-Based (IATB) Algorithm with Multi-threads Allocation
1 Introduction
2 Computation and Power Consumption Model
2.1 Computation Model of a Virtual Machine
2.2 Power Consumption Model of a Server
3 Virtual Machine Selection Algorithm
3.1 System Model
3.2 The Active Time-Based (ATB) Algorithm
3.3 The Improved ATB (IATB) Algorithm
4 Evaluation
4.1 Response Time
4.2 Total Energy Consumption of a Server Cluster
5 Concluding Remarks
References
Effect of Vehicle Technical Condition on Real-Time Driving Risk Management in VANETs
1 Introduction
2 Overview of VANETs
3 Proposed Fuzzy-Based Simulation System
4 Simulation Results
5 Conclusions
References
Resource Management in SDN-VANETs Using Fuzzy Logic: Effect of Average Processing Capability per Neighbor Vehicle on Management of Cloud-Fog-Edge Resources
1 Introduction
2 Cloud-Fog-Edge SDN-VANETs
3 Proposed Fuzzy-Based System
4 Simulation Results
5 Conclusions
References
Implementation of a Device Adopting the OI (Operation Interruption) Protocol to Prevent Illegal Information Flow in the IoT
1 Introduction
2 System Model
3 Information Flow Relations
4 An OI (Operation Interruption) Protocol
5 Implementation of the OI Protocol
5.1 Capability Token
5.2 Authorization Process
6 Evaluation
7 Concluding Remarks
References
Simulation Results of CCM Based HC for Mesh Router Placement Optimization Considering Two Islands Model of Mesh Clients Distributions
1 Introduction
2 Mesh Router Placement Problem
2.1 Problem Overview
2.2 Mesh Clients Distribution
3 Proposed Method
3.1 CCM for Mesh Router Placement Optimization
3.2 CCM Based HC for Mesh Router Placement Optimization
4 Simulation Results
5 Conclusion
References
Proposal and Evaluation of a Tabu List Based DQN for AAV Mobility
1 Introduction
2 Implementation of an AAV Testbed
2.1 Design of a Quadrotor
2.2 DQN for AAV Mobility Control
3 Proposed Method
4 Performance Evaluation
5 Conclusion
References
Performance Comparison of Replication Protocols for Low Demand Files in MANET
1 Introduction
2 Related Work
3 System Model
4 Cuckoo Search Based Replication Protocol
4.1 Replica Allocation Mechanism Based on Cuckoo Search
5 Performance Evaluation
5.1 Scenarios, Environment and Configuration
5.2 Performance Criteria
5.3 File Availability
5.4 Success Ratio of File Requests and Access Efficiency
5.5 Storage Cost
5.6 Communication Cost
6 Conclusion
References
A Study on Comparative Evaluation of Credit Card Fraud Detection Using Tree-Based Machine Learning Models
1 Introduction
2 Models
2.1 Decision Tree
2.2 Random Forest
2.3 XGBoost
3 Simulation Results
3.1 Dataset and Prepocessing
3.2 Simulation Results and Comparison
4 Conclusion and Future Work
References
Considering Cross-Referencing Method for Scalable Public Blockchain
1 Introduction
2 Related Work
3 Proposed Method
4 Theoretical Evaluation
5 Conclusion
References
On Reducing Measurement Load on Control-Plane in Locating High Packet-Delay Variance Links for OpenFlow Networks
1 Introduction
2 Monitoring Framework
2.1 Overview
2.2 The Backbone-and-Branch Tree Route Scheme (BBT)
3 Estimate Packet Delay Variance from Arrival Intervals
4 Locate High Packet Delay Variance Links
5 Simulation Evaluation
5.1 Simulation Settings
5.2 Simulation Results
6 Concluding Remarks
References
Data Privacy Preservation Algorithm on Large-Scale Identical Generalization Hierarchy Data
1 Introduction and Motivation
2 IGH Data on Increasing Number of Attributes
3 Incremental Optimal-IGH Algorithm
4 Results and Discussion
5 Conclusion
References
Routing Control and Fault Recovery Strategy of Electric Energy Router Under the Framework of Energy Internet
1 Introduction
2 Neo-Type Energy Internet Framework Based on EER
3 Routing Control and Fault Recovery Optimization Strategy
3.1 Transaction Priority Ranking Method
3.2 MLP Based Routing Control Strategy
3.3 CPS Based Fault Recovery Strategy
4 Simulation and Analysis
4.1 Key Data
4.2 Simulation and Analysis of Routing Control Strategy
4.3 Simulation and Analysis of Fault Recovery Strategy Based on MCPS
5 Conclusion
References
End-to-End Data Pipeline in Games for Real-Time Data Analytics
1 Introduction
2 Related Work
2.1 Game Analytics
2.2 Data Pipeline for Game Analytics
2.3 Real-Time Processing Issues
3 Challenges in Game Analytics
4 Conclusion
References
Decision Analysis of Winter Road Conditions by Crowd Sensing Platform
1 Introduction
2 Related Works
3 Road Surface State Information Platform
4 Road State Sensor System
5 Temporal and Geological Prediction of Road Conditions
6 Prototype System and Social Experiment
7 Conclusions
References
Analysis for Real-Time Contactless Road Roughness Estimation System with Onboard Dynamics Sensor
1 Introduction
2 Related Works
3 Algorithm for Road Roughness Estimation System
3.1 Obtain Values from the Sensor and Correction on Y-axis Acceleration
3.2 Estimate Vertical Unsprung Movement from Corrected Acceleration
3.3 Assumed Suspension Model of the Vehicle
3.4 Associated Roughness Values with Geolocation
4 Estimation System and Configuration
4.1 Configuration
4.2 Architecture of Application
4.3 Implementation
5 Experiment
5.1 Onboard Data
5.2 Test Track
5.3 Vehicle for Experiment and Profile
5.4 Result and Analysis
6 Discussion
6.1 Dependency and Independency of Roughness Value
6.2 Possibility of Quantitative Expression in Qualitative Field
6.3 Difficulty of Determination for Road Surface Weather Using Microscale Data Set
7 Conclusion
References
Automatic Classification and Rating of Videogames Based on Dialogues Transcript Files*-6pt
1 Introduction
2 How the Current System Works
2.1 Critics to the Rating Systems
3 State of the Art
4 Methodology and Resources
4.1 Extraction of Video Games Indices
4.2 Semantic Classification of Video Games Transcripts
5 Experiment
6 Conclusion
References
Requirements and Technical Design for Online Patient Referral System
1 Introduction
2 Challenges
2.1 System Separation
2.2 Hospital Authorities
2.3 Hospital Capabilities
2.4 Data Transfer History
2.5 Patient Involvement
3 System Structure
3.1 Hospital Electronic Medical Record System
3.2 Standard Data Format
3.3 Data Formatter
3.4 Event Response
3.5 Administrator Application
3.6 Transfer Network
3.7 Patient Application
4 Process
4.1 Patient Registration
4.2 Hospital Search
4.3 Referral Request
4.4 Data Transfer
5 Conclusion
References
Dynamic Pricing Method for One-Way Car Sharing Service to Meet Demand and to Maximize Profit Under Given Utility Function
1 Introduction
2 Related Research
3 Dynamic Pricing for One-Way Car Sharing Service
4 Numerical Experiments
5 Conclusions
References
A Proposition of Physician Scheduling Method for Improving Work-Life Balance
1 Introduction
2 Society 5.0
2.1 Basic Idea
2.2 Social Structure in Society 5.0
3 Work-Style Reform
3.1 Basic Idea
3.2 Work-Style Reform in Medical Fields
3.3 Challenges in Current Physician Scheduling Method
4 Related Works
4.1 Nurse-Scheduling Problem
4.2 Matching of Children to Daycare Centers Using Game Theory
5 Proposed Method
5.1 Research Purpose
5.2 Interviews
5.3 Procedure for Making Physician Schedules
5.4 Implementation
6 Simulation Results
6.1 Evaluation Environment
6.2 Processing Time for Making Duty Roster
6.3 Operability and Integrity
7 Conclusion
References
Data Lake Architecture
1 Introduction
2 Data Lake Architecture
3 Features of Data Lakes
3.1 Types of Data and Structures in Data Lakes
3.2 Schema-on-Read, Instead of Schema-on-Write
4 Comparing Data Lakes with Other Systems
4.1 Data Lakes vs. Federated Database Systems
4.2 Data Lakes vs. Data Warehouses
4.3 Data Lakes vs. Big Data Systems
5 Challenges
5.1 Data Swamp
5.2 Internal Data Processing
5.3 Metadata, Catalogs, and Schemas
5.4 Design Methodology
6 Conclusion
References
Using Object Detection Technology to Measure the Accuracy of the TFT-LCD Printing Process by Using Deep Learning
1 Introduction
2 Literature Review and Background
2.1 PI Process
2.2 Yolo
3 Architecture of the Proposed System
3.1 Training Model
3.2 Component-Based System Architecture
4 Simulation and Discussions
4.1 After Using the ODM Technology
4.2 AOI Technology and ODM Technology
5 Conclusions and Future Studies
References
Web-Based 3D and 360° VR Materials for IoT Security Education Supporting Learning Analytics
1 Introduction
2 Related Work
2.1 Linked Data
2.2 E-learning Material Generation Systems
3 A New Framework for Generating Web-based E-learning Materials
3.1 Linked Data Set for Storing Resources for Creating E-learning Materials
3.2 Authoring Tools for Defining E-learning Materials of IoT Security
3.3 Including 3D Contents and 360-Degree Images/Videos into E-learning Materials of IoT Security
4 Visually Analyzing Learners' Log Data by Cubic Gantt Chart and Time-Tunnel
5 Conclusion
References
Author Index

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