Advances on P2P, Parallel, Grid, Cloud and Internet Computing : Proceedings of the 17th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC-2022) / edited by Leonard Barolli.

Format:

Book

Contributor:

Barolli, Leonard, editor.

Series:

Lecture Notes in Networks and Systems, 2367-3389 ; 571

Language:

English

Subjects (All):

Telecommunication.

Computational intelligence.

Application software.

Communications Engineering, Networks.

Computational Intelligence.

Computer and Information Systems Applications.

Local Subjects:

Communications Engineering, Networks.

Computational Intelligence.

Computer and Information Systems Applications.

Physical Description:

1 online resource (376 pages)

Edition:

1st ed. 2023.

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2023.

Summary:

This book aims to provide 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.

Contents:

Intro

Welcome Message from 3PGCIC-2022 Organizing Committee

3PGCIC-2022 Organizing Committee

Honorary Chair

General Co-chairs

Program Committee Co-chairs

International Advisory Committee

Publicity 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

3. Security and Privacy for Distributed Systems

4. P2P, Grid and Scalable Computing

5. Bio-inspired Computing and Pattern Recognition

6. Intelligent and Cognitive Systems

7. Web Application, Multimedia and Internet Computing

8. Distributed Systems and Social Networks

9. IoT Computing Systems

10. Wireless Networks and Mobile Computing

3PGCIC-2022 Reviewers

3PGCIC-2022 Keynote Talks

Humanics Information Security: How to Go Above and Beyond?

Multi-objective Methods for Wireless Sensor Network Optimization

Contents

Question Classification for Albanian Language: An Annotated Corpus and Classification Models

1 Introduction

2 Background and Related Works

3 Dataset Construction

4 Question Classification Models

4.1 Support Vector Machine

4.2 Random Forests

4.3 Logistic Regression

4.4 Vector Representation

4.5 Training and Testing the Models

5 Experimental Results

6 Conclusion and Future Work

References

A Distributed Task Scheduling Approach for Cloud Computing Based on Ant Colony Optimization and Queue Load Information

2 Related Work.

3 Distributed Task Scheduling Problem

4 Distributed Task Scheduling Based on Ant Colony

4.1 Ant Colony Distributed Task Scheduling

4.2 Ant Colony and Queue Load Distributed Task Scheduling

5 Experimental Evaluation

5.1 Experimental Setup

5.2 Simulation Results

6 Conclusions

A Cluster Formation Algorithm for Fog Architectures Based on Mobility Parameters at a Geographically LAN Perspective

2 Related Works

3 Experimentation Setup

3.1 Algorithm

3.2 Environment

4 Evaluation Results

4.1 Randomized Dataset

4.2 Directional Dataset

5 Conclusions and Future Work

An Approach to Orchestrating and Connecting Workloads Across Multi-clouds

2 Orchestrators

3 Proposed Architecture

4 Experimental Environment

5 Test Results

5.1 Minimum and Average Latencies

5.2 Minimum and Maximum Latencies

5.3 Standard Deviation

5.4 Percentiles

6 Analysis of Results

7 Conclusion

Usage of Non-Fungible Tokens in Property Registration: A Case Study for Albania

1.1 Background

1.2 Motivation

2 Materials

2.1 Blockchain

2.2 Non-Fungible Tokens (NFT)

2.3 Ethereum

2.4 Technology Stack Used

3 Implementation

3.1 Configuration Files

3.2 Interfaces

3.3 Smart Contracts

4 Results and Discussion

4.1 Benefits and Risks That NFTs Bring

4.2 Issues of the Implementation and Possible Improvements

5 Conclusions

Personalized Cryptography in Cybersecurity Systems

2 Personalized Protocols in Cyber Attack Prevention

3 Personalized Security in Dispersed Computing

4 Conclusions

Model for Preventing DDoS Attacks Using a Hypervisor

2 Literature Review

3 Proposed H-IDPS Model

3.1 IDS Module.

3.2 Filter Attacking Source in Suspicious IPS

3.3 Experimental Setup and Results

4 TCP Flooding Result Phase of the Proposed Model (PCA+LDA+ALO) with the ANN Classifier

5 Comparison of the Proposed Model with Related Studies

Simulated Annealing and Tabu Search for Solving the Single Machine Scheduling Problem

2 Related Work

3 The Single Machine Scheduling Problem

4 Comparison of Methods

4.1 Simulated Annealing

4.2 Tabu Search

6 Conclusion

A Comparison Study of Two Fuzzy-based Systems for Assessment of Fog Computing Resources in SDN-VANETs

2 Cloud-Fog-Edge SDN-VANETs

3 Proposed FLSs

4 Simulation Results

A Heuristic Approach for a Multiple Depots Stochastic Inventory Routing Problem in Liquefied Natural Gas Distribution on Road Network

3 A Mathematical Formulation for Multi-depot Stochastic IRP

4 A Three-Phase Heuristic for Solving Multi-depot Stochastic IRP

4.1 An Overview of Proposed Algorithm

4.2 Phase of Clustering

4.3 Phase of Slot Planning

4.4 Phase of Routing

5 Software Architecture

6 Results of Heuristic's Application

7 Conclusions

A Real-time Volume Control System for Electric Guitars Based on Fuzzy Inference

2 Proposed System

3 Experimental Results

A Prediction Approach in Health Domain Combining Encoding Strategies and Neural Networks

3 Theoretical Background

4 Methodology

5 Experimental Protocol

5.1 Evaluation Metrics

5.2 Experimental Results

6 Conclusions and Future Works

Development of an Augmented Reality Evacuation Guidance Application.

1 Introduction

3 Research Objective

4 System Configuration and System Architecture

5 Prototype of AR Evacuation Guidance Application

6 System Evaluation

Analysis of a Soldering Motion for Dozing State and Attention Posture Detection

Development of a Virtual Object-Sharing System Among Multiple Users in a Mixed Reality Space

2 Virtual Object-Sharing System Configuration

3 Placing and Deleting Virtual Objects

4 Sharing Virtual Objects Between Multiple Users

5 Exchanging Virtual Objects and Changing Colors

A WebRTC Signaling Method Among Web Browsers on a Web-Based Virtual World

3 WebRTC

4 System Configuration

5 Network Construction

6 Signaling Via Web Browser

7 Conclusion and Future Works

Performance Comparison of FC-RDVM and RDVM Router Replacement Methods by WMN-PSOHC Simulation System Considering Exponential Distribution of Mesh Clients

2 Intelligent Algorithms

2.1 Particle Swarm Optimization

2.2 Hill Climbing

3 Proposed WMN-PSOHC System

AAR: An Adaptive Anti-packet Recovery Approach for Improving Delay Tolerant Networking Data Transfer Using UAVs and Vehicles

2 Background

2.1 Message Ferry

2.2 Epidemic Protocol

3 AAR Method Considering Vehicles and UAVs

4 Simulation Settings

5 Evaluation Results

Hierarchical VANET: A Traffic Congestion Management Approach Based on Critical Points

3 The Statistic's Model

3.1 Parameters

3.2 Behavior.

3.3 Dynamic Detection of Critical Points

4 Hierarchical Model

5 The Algorithm

5.1 Server-Based Side

5.2 Client-Based Side

5.3 The Pseudocode

6 Impact on User Experience

Implementation of an Electronic Bulletin Board Application for a Raspberry Pi Based DTN Testbed

2 Delay Tolerant Networks (DTNs)

2.1 DTN Overview

2.2 DTN Routing Protocols

3 Implementation of DTN Testbed

3.1 Creating and Saving Messages

3.2 Data Forwarding

4 Experimental Results

PaSy 2.0: An Approach for PSEs Through an Ad-Hoc Routing Methodology

2.1 Related Works

2.2 PaSy

3 Proposed Model

3.1 Inbound Traffic Management

3.2 Parking Management

3.3 Outbound Traffic Management

3.4 Routing Approach

3.5 Distance Vector Routing

4 The Algorithm

A Resource Allocation Technique for VANETs Inspired to the Banker's Algorithm

2.2 The Banker's Algorithm

3 Isomorphism with the Congestion Problem in VANETs

4 VANETs Banker's Algorithm

4.1 Pre-conditions Acquisition

4.2 Secure State Verification

5 Benefits

A Fuzzy Control Based Cluster-Head Selection and CNN Distributed Processing System for Improving Performance of Computers with Limited Resources

2.1 Intelligent Clustering Method

2.2 Distributed CNN

An Intelligent Interface for Human-Computer Interaction in Legal Domain

2.1 Retrieval-Based and Generative-Based

2.2 Open Domain and Closed Domain

2.3 Chatform Platform Typologies

3 The Chatbot Design Principles

4 Conclusions.

References.

Notes:

Includes bibliographical references and index.

Other Format:

Print version: Barolli, Leonard Advances on P2P, Parallel, Grid, Cloud and Internet Computing

ISBN:

9783031199455