Advances on P2P, Parallel, Grid, Cloud and Internet Computing

Name: Advances on P2P, Parallel, Grid, Cloud and Internet Computing | Proceedings of the 15th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC-2020)
Brand: Springer
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Proceedings of the 15th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC-2020)

Leonard Barolli Makoto Takizawa Tomoki Yoshihisa Flora Amato Makoto Ikeda(Editor)

Springer (Publisher)

Published on 8. October 2020

XXV, 442 pages

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978-3-030-61105-7 (ISBN)

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This book aims to provide the latest research findings, innovative research results, methods and development techniques from both theoretical and practical perspectives related to P2P, Grid, Cloud and Internet computing as well as to reveal synergies among such large-scale computing paradigms.

P2P, Grid, Cloud and Internet computing technologies have been very fast established as breakthrough paradigms for solving complex problems by enabling aggregation and sharing of an increasing variety of distributed computational resources at large scale.

Grid Computing originated as a paradigm for high-performance computing, as an alternative to expensive supercomputers through different forms of large-scale distributed computing. P2P Computing emerged as a new paradigm after client-server and web-based computing and has shown useful to the development of social networking, B2B (Business to Business), B2C (Business to Consumer), B2G (Business to Government), B2E (Business to Employee), and so on. Cloud Computing has been defined as a "computing paradigm where the boundaries of computing are determined by economic rationale rather than technical limits". Cloud computing has fast become the computing paradigm with applicability and adoption in all application domains and providing utility computing at large scale. Finally, Internet Computing is the basis of any large-scale distributed computing paradigms; it has very fast developed into a vast area of flourishing field with enormous impact on today's information societies serving thus as a universal platform comprising a large variety of computing forms such as Grid, P2P, Cloud and Mobile computing.

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Content

Intro
Welcome Message from 3PGCIC-2020 Organizing Committee
3PGCIC-2020 Organizing Committee
Honorary Chair
General Co-chairs
Program Committee Co-chairs
Workshops Co-chairs
Finance Chair
Web Administrator Chairs
Local Organizing Co-chairs
Steering Committee Chair
Track Areas
1. Data Mining, Semantic Web and Information Retrieval
Co-chairs
PC Members
2. Cloud and Service-Oriented Computing
Co-chairs
PC Members
3. Security and Privacy for Distributed Systems
Co-chairs
PC Members
4. P2P, Grid and Scalable Computing
Co-chairs
PC Members
5. Bio-inspired Computing and Pattern Recognition
Co-chairs
PC Members
6. Intelligent and Cognitive Systems
Co-chairs
PC Members
7. Web Application, Multimedia and Internet Computing
Co-chairs
PC Members
8. Distributed Systems and Social Networks
Co-chairs
PC Members
9. IoT Computing Systems
Co-chairs
PC Members
10. Wireless Networks and Mobile Computing
Co-chairs
PC Members
3PGCIC-2020 Reviewers
3PGCIC-2020 Keynote Talks
Fairness and Efficiency in Network Resource Sharing
Road Status Sensing and V2X Technologies toward Autonomous Driving on Challenged Network Environment
Contents
An Intelligent VegeCare Tool for Corn Disease Classification
1 Introduction
2 Related Work
3 Proposed System
3.1 Overview of the Proposed System
3.2 Corn Disease Classification
4 Evaluation Results
4.1 Evaluation of Setting
4.2 Training and Validation Results
4.3 Classification Results
5 Conclusions
References
Performance Comparison of CM and RDVM Router Replacement Methods for WMNs by WMN-PSOHC Hybrid Simulation 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
An Algorithm to Select a Server to Minimize the Total Energy Consumption of a Cluster
1 Introduction
2 System Model
2.1 Clusters of Servers
2.2 Power Consumption and Computation Models
3 An ESEC (EStimation of Energy Consumption) Algorithm
4 An ESECS (ESEC Selection) Algorithm to Select a Server
5 Evaluation
6 Concluding Remarks
References
An Approach to Support the Design and the Dependability Analysis of High Performance I/O Intensive Distributed Systems
1 Introduction
2 Related Work
3 Background
3.1 High Performance Computing (HPC)
3.2 CHESS and the CHESS Dependability Analysis Plugin
4 The Proposed Approach
5 Evaluation
5.1 Experimental Environment
5.2 Execution
6 Conclusions and Future Work
References
A Waiting Time Determination Method to Merge Data on Distributed Sensor Data Stream Collection
1 Introduction
2 Problems Addressed
2.1 Assumed Environment
2.2 Input Setting
2.3 Definition of a Load
3 Proposed Method
3.1 Skip Graph-Based Collection Considering Phase Differences
3.2 Determination of the Waiting Time
4 Evaluation
4.1 Simulation Environments
4.2 Results by the Number of Nodes
4.3 Results by the Average Communication Delay
5 Conclusion
References
Possible Energy Consumption of Messages in an Opportunistic Network
1 Introduction
2 System Model
2.1 Wireless Networks
2.2 Energy Consumption
3 Retransmission Algorithm
4 Evaluation
5 Concluding Remarks
References
Aggregating and Sharing Contents for Reducing Redundant Caches on NDN
1 Introduction
2 Related Works
3 Proposal
4 Performance Evaluation
4.1 Evaluation Condition
4.2 Relationship Between Cache Size and Multiplicity of Cached Contents
4.3 Transition of Cache Hit Ratio
4.4 Differences on Cache Hit Ratio Among Content Categories
4.5 Characteristics of Hop Count
5 Conclusion
References
A Balanced Dissemination of Time Constraint Tasks in Mobile Crowdsourcing: A Double Auction Perspective
1 Introduction
2 Related Works
3 System Model
4 Proposed Mechanism
4.1 Sketch of BDoTTuDA
5 Experiments and Results
5.1 Simulation Setup
5.2 Result Analysis
6 Conclusion and Future Works
References
A Scheduling Method of Division-Based Broadcasting Considering Delivery Cycle
1 Introduction
2 Division-Based Broadcasting
3 Related Works
4 Conventional Scheduling Method Considering Delivery Cycle
5 Proposed Method
5.1 Assumed Environment
5.2 Scheduling Procedure
5.3 Implementation
6 Evaluation
6.1 Waiting Time and Playing Time
7 Conclusion
References
A Simply Implementable Architecture for Broadcast Communication Environments
1 Introduction
2 Related Work
3 Modeling
3.1 Assumed System
3.2 Application Example
4 Evaluation
5 Evaluation Setting
6 Evaluation Results
7 Discussion
7.1 Designation of Broadcast Area
8 How to Decide Broadcast Data
9 Conclusion
References
Assessment of Available Edge Computing Resources in SDN-VANETs by a Fuzzy-Based System Considering Trustworthiness as a New Parameter
1 Introduction
2 Cloud-Fog-Edge SDN-VANETs
3 Proposed Fuzzy-Based System
4 Simulation Results
5 Conclusions
References
eWound-PRIOR: An Ensemble Framework for Cases Prioritization After Orthopedic Surgeries
1 Introduction
2 Background
3 Related Work
4 eWound-PRIOR Framework
5 Evaluation
6 Conclusion and Future Work
References
Challenges of Crowdsourcing Platform: Thai Healthcare Information Case Study
1 Introduction
1.1 Healthcare Organization in Thailand
1.2 Craniofacial Deformities
2 Related Work
2.1 Knowledge Platform
2.2 Marketplace
2.3 Grid Computing
2.4 Geospacial Temporal
3 Online Healthcare Platforms
3.1 Primary and Secondary Care: AorSorMor Online
3.2 Tertiary and Super Tertiary Care: ThaiCleftLink
3.3 Platform Cooperation
4 Conclusion
References
An Implementation Science Effort in a Heterogenous Edge Computing Platform to Support a Case Study of a Virtual Scenario Application
1 Introduction
2 IS, Virtualization and Edge Architectures
2.1 Implementation Science (IS)
2.2 Virtualization
2.3 Edge Architecture
3 The Virtual Project
4 Related Works
5 Proposal and Experimental Results
6 Conclusions and Future Works
References
Detection and Analysis of Meal Sequence and Time Based on Internet of Things
1 Introduction
2 Methodology
2.1 Smart Tableware
2.2 Data Processing and Feature Extraction
2.3 Detection of Meal Sequence and Time
2.4 Browsing of Meal Information
3 Evaluation
4 Conclusion
References
An Approach of Time Constraint of Data Intensive Scalable in e-Health Environment
1 Introduction
2 Overview
2.1 Healthcare Environment
2.2 Edge Computing and Fog Computing
2.3 Real-Time Processing
3 Related Works
4 Data Processing Model for a Healthcare Environment
5 Environment and Experimental Results
5.1 Environment
5.2 Experimental Results
6 Conclusions
References
A Tool to Manage Educational Activities on a University Campus
1 Introduction
2 Background
3 Application Architecture and Data Model
4 Implementation
4.1 Web Application
4.2 Android App
5 Conclusions and Future Work
References
Towards the Use of Personal Robots to Improve the Online Learning Experience
1 Introduction
2 Background
2.1 The UOC Context
2.2 Habit Theory
2.3 Self-determination Theory
2.4 Persuasive Design
3 Proposed Approach
3.1 Goals
3.2 The Casting of Botter:Characteristics of the Chosen Robots
3.3 Proposal
3.4 Pilot Design
4 Conclusions and Future Work
References
Towards the Design of Ethically-Aware Pedagogical Conversational Agents
1 Introduction and Motivations
2 Ethical Dilemmas in Online Education and PCAs
2.1 Ethical Dilemmas as Resource Allocation
2.2 Ethical Dilemmas as Clashing Principles
3 Encoding Moral Reasoning
4 Representing Complex Dimensions Using Morality Systems
5 Lines of Future Work
References
Evaluation on Using Conversational Pedagogical Agents to Support Collaborative Learning in MOOCs
1 Introduction
2 Background
3 Evaluation Methodology
3.1 Evaluation Goals
3.2 Participants
3.3 Apparatus and Stimuli
3.4 Procedure
4 Evaluation Results
4.1 MOOC Evaluation Results
4.2 CA Evaluation Results
5 Final Remarks and Conclusions
References
Detection of Student Engagement in e-Learning Systems Based on Semantic Analysis and Machine Learning
1 Introduction
2 Related Work
3 Analysis of Texts from Student Forums
3.1 Type
3.2 Concepts
3.3 Sentiment
3.4 Urgency and Confusion
4 Drop-out Prediction
4.1 Recommender Systems
4.2 Classification Models
5 A Methodology to Detect Student Engagement
5.1 Goals and Overview
5.2 Discussion
6 Conclusions and Future Work
References
Monitoring Airplanes Faults Through Business Intelligence Tools
1 Introduction
2 Data Visualization
3 Case Study: Airplanes Crashes Report
3.1 Preprocessing and Cleaning Data
3.2 Creating the Report
3.3 Breakdown Visuals
3.4 Table
3.5 Trend Visuals
3.6 Summaries Section
3.7 Filters
3.8 Summaries
4 Real-Time Sensors Data Stream
5 Conclusion
References
Artificial Intelligent ChatBot for Food Related Question
1 Introduction
2 ChatBot
3 Running Example
4 Conclusion
References
A Smart Interface for Provisioning of Food and Health Advices
1 Introduction
2 HeartBot
3 User Interface
4 Running Example
5 Conclusion
References
Analysis of COVID-19 Data
1 Introduction
2 Data and Tools
2.1 Preparing the Data
3 Absolute Frequencies and N-Grams
3.1 Biagrams and Triagrams
4 IDF Analysis
5 Conclusion
References
Towards the Generalization of Distributed Software Communication
1 Introduction
2 Related Work
3 DUST Architecture
3.1 Requirements
3.2 DUST Advancements
4 Distributed System Characteristics
5 Architecture Evaluation
5.1 Compression
5.2 Encryption
6 Conclusion
7 Future Work
References
A Survey on the Software and Hardware-Based Influences on the Worst-Case Execution Time
1 Introduction
2 Compilers and Instruction Set Architectures
3 Clock Speed
4 Memory Access Speed
5 Scheduling and Pre-emption
6 Shared-Resources
7 Caches
8 Pipelines
9 Conclusion
References
Intelligent Data Sharing in Digital Twins: Positioning Paper
1 Introduction
2 Characteristics
3 Role of a Digital Twin
4 Key Enabling Technologies
4.1 Data Fusion
4.2 Planning
4.3 Modelling and Simulation
5 Use-Cases
5.1 Product Designs
5.2 Asset Management
5.3 Manufacturing
5.4 Classification of Use-Cases
6 Positioning
7 Conclusion and Future Work
References
Towards Hybrid Camera Sensor Simulation for Autonomous Vehicles
1 Introduction
2 Related Work
3 General Approach
4 Test Setup
4.1 Image Generation Accuracy
4.2 Image Realism
5 Evaluation Results
5.1 Realism Score
5.2 Object Detection
5.3 Rendering Accuracy
6 Conclusion and Future Work
References
Lane Marking Detection Using LiDAR Sensor
1 Introduction
2 Related Work
3 Methodology
3.1 Feature Extraction
3.2 Transformation
3.3 Real-Time Simulation
4 Result Evaluation
5 Conclusion
References
Applying Artificial Intelligence for the Detection and Analysis of Weather Phenomena in Vehicle Sensor Data
1 Introduction
2 State of the Art
3 Methodology
3.1 Data Analysis
3.2 Data Pre-processing
3.3 Feature Engineering
4 Results
5 Conclusions and Future Work
References
Proposal of a Traditional Craft Simulation System Using Mixed Reality
1 Introduction
2 Previous Study
3 Research Objective
4 System Architecture
4.1 Object Presentation System Control Function
4.2 Head Mounted Display Function
4.3 Mixed Reality Space Control Function
4.4 Traditional Craft Object Storage
5 Traditional Craft Simulation System Prototype
5.1 Initial Screen of the Traditional Craft Simulation System
5.2 Menu Screen of the Traditional Craft Simulation System
5.3 Traditional Craft Object Selection Screen
5.4 Traditional Craft Object Delete Function
6 Conclusion
References
Development and Evaluation of an Inbound Tourism Support System Using Augmented Reality
1 Introduction
2 Research Objective
3 System Configuration and Architecture
3.1 Regional Sightseeing Content Management Agent
3.2 Tourist Agent
3.3 Regional Sightseeing Content Management Server
3.4 Regional Sightseeing Content Database Server
4 Inbound Tourism Support System
4.1 Top Screen and Menu Screen of the Inbound Tourism Support Mobile Application
4.2 AR Mode of the Inbound Tourism Support Mobile Application
4.3 Map Mode of the Inbound Tourism Support Mobile Application
4.4 Inbound Tourism Support Management Web Application
5 System Evaluation
5.1 AR Mode Operability Evaluation Result
5.2 Map Mode Operability Evaluation Result
5.3 Inbound Tourism Support System Effectiveness Evaluation Result
5.4 Inbound Tourism Support System Applicability Evaluation Result
6 Conclusion
Reference
A Study on the Relationship Between Refresh-Rate of Display and Reaction Time of eSports
1 Introduction
2 Related Works
3 Computer System-Derived Delay
4 Experiment Environment
4.1 Software
4.2 Hardware
5 Experiment Result
6 Conclusion
References
Basic Consideration of Video Applications System for Tourists Based on Autonomous Driving Road Information Platform in Snow Country
1 Introduction
2 Autonomous Driving Road Information Platform
3 EV Control System
4 Video Applications System on Platform
5 Disaster Evacuation Guide System
6 Prototype System
7 Conclusions
References
Design of In-depth Security Protection System of Integrated Intelligent Police Cloud
1 Introduction
2 The Overall Design Framework of the Deep Security Protection System of the Police Cloud
2.1 Overall Architecture
2.2 Composition of the Platform
3 Design of Multi-level Security Protection
4 Design of Cross-network Security Protection
5 Design of Wan Integrated Security Protection
6 Conclusion
References
Design and Implementation of Secure File Transfer System Based on Java
1 Introduction
2 Demand Analysis
2.1 User Demands
2.2 Java Language
3 System Design
3.1 Functional Module Design
3.2 Encryption Scheme Design
3.3 System Process
4 System Implementation
4.1 Create Object
4.2 File Transfer Module
4.3 Encryption and Decryption Module
4.4 Instant Communication
4.5 Database Connection
5 Conclusion
References
Secure Outsourcing Protocol Based on Paillier Algorithm for Cloud Computing
1 Introduction
2 Background and Preliminary Preparation
2.1 System Model
2.2 Preliminary Knowledge
2.3 Paillier Encryption Principle
3 Our Scheme
4 Security Analysis
5 Applications
6 Conclusion
References
Energy Consumption and Computation Models of Storage Systems
1 Introduction
2 System Model
3 Experiment
3.1 System Configuration
3.2 RAID for Sequential Access
3.3 RAID for Random Access
4 Concluding Remarks
References
Performance Analysis of WMNs by WMN-PSODGA Simulation System Considering Uniform 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
Forecasting Electricity Consumption Using Weather Data in an Edge-Fog-Cloud Data Analytics Architecture
1 Introduction
2 Related Work
3 An Edge-Fog-Cloud Architecture for Electricity Forecasting
4 Results and Discussion
5 Conclusions
References
Vision-Referential Speech Enhancement with Binary Mask and Spectral Subtraction
1 Introduction
2 Problem Formulation
3 Proposed Approach
4 Experiments
5 Conclusion
References
Detection of the QRS Complexity in Real Time with Bluetooth Communication
1 Introduction
2 Methodology
2.1 ECG Signal Acquisition
2.2 ECG Signal Processing
2.3 Identification of QRS Complexes
3 Results and Discussions
4 Conclusions
References
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Advances on P2P, Parallel, Grid, Cloud and Internet Computing

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