Advances on Broad-Band Wireless Computing, Communication and Applications : Proceedings of the 17th International Conference on Broad-Band Wireless Computing, Communication and Applications (BWCCA-2022) / edited by Leonard Barolli.

Format:

Book

Contributor:

Barolli, Leonard, editor.

Series:

Lecture Notes in Networks and Systems, 2367-3389 ; 570

Language:

English

Subjects (All):

Telecommunication.

Computational intelligence.

Communications Engineering, Networks.

Computational Intelligence.

Local Subjects:

Communications Engineering, Networks.

Computational Intelligence.

Physical Description:

1 online resource (419 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 the emerging areas of broadband and wireless computing. Information networks of today are going through a rapid evolution. Different kinds of networks with different characteristics are emerging, and they are integrating in heterogeneous networks. For these reasons, there are many interconnection problems which may occur at different levels of the hardware and software design of communicating entities and communication networks. These kinds of networks need to manage an increasing usage demand, provide support for a significant number of services, guarantee their QoS, and optimize the network resources. The success of all-IP networking and wireless technology has changed the ways of living the people around the world. The progress of electronic integration and wireless communications is going to pavethe way to offer people the access to the wireless networks on the fly, based on which all electronic devices will be able to exchange the information with each other in ubiquitous way whenever necessary.

Contents:

Intro

Welcome Message of BWCCA-2022 International Conference Organizers

BWCCA-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

Next Generation Wireless Networks

Track Co-chairs

PC Members

Cloud and Service Computing

Multimedia and Web Applications

Security and Privacy

Network Protocols and Performance Analysis

Intelligent and Cognitive Computing

Distributed and Parallel Computing

IoT and Smart Environment

Database, Data Mining, and Big Data

Ubiquitous and Pervasive Computing

BWCCA-2022 Reviewers

BWCCA-2022 Keynote Talks

Humanics Information Security: How to Go Above and Beyond?

Multi-objective Methods for Wireless Sensor Network Optimization

Contents

A Comparison Study of UNDX and UNDX-m Methods for LDVM and RDVM Router Replacement Methods by WMN-PSODGA Hybrid Intelligent System Considering Stadium Distribution

1 Introduction

2 Intelligent Algorithms for Proposed Hybrid Simulation System

2.1 Particle Swarm Optimization

2.2 Distributed Genetic Algorithm

3 Proposed and Implemented WMN-PSODGA Hybrid Intelligent Simulation System

4 Simulation Results

5 Conclusions

References

Performance Comparison of Roulette Wheel and Random Selection Methods by WMN-PSODGA Simulation System Considering Stadium Distribution and LDIWM

1 Introduction.

2 Intelligent Algorithms for Proposed Hybrid Simulation System

A Fuzzy-Based System for Handover in 5G Wireless Networks Considering Different Network Slicing Constraints: Effects of Slice Reliability Parameter on Handover Decision

2 Software-Defined Networks (SDNs)

3 5G Network Slicing

4 Proposed Fuzzy-Based System

5 Simulation Results

6 Conclusions and Future Work

A Simulated Annealing Based Simulation System for Optimization of Wild Deer Damage Prevention Devices

2 Proposed System

2.1 OSM Extraction for DD Placement Candidate Locations

2.2 DD Placement Optimization

3 Simulation Results

4 Conclusions

Techno-Economic Analysis of Cloud Computing Supported by 5G: A Cloud vs on Premise Based Solutions Comparison

2 Proposed Models

2.1 Cloud Based Solution

2.2 On Premise Based Solution

3 Pricing Model

3.1 Cloud Based Solution

3.2 On Premise Based Solution

4 Parameter Selection

4.1 Cost Comparison

4.2 On Premises Solution Cost Adjustments

4.3 Cloud Based Solution Cost Adjustments

4.4 Performance Evaluation

5 5G and Cloud Computing

An Integrated Fog-VDTN Architecture for Data Dissemination

2 Proposed Architecture

3 Simulation System and Scenarios

Energy-Consumption Evaluation of the Tree-Based Fog Computing (TBFC) Model

2 The TBFC Model

3 Power Consumption and Computation Models of the TBFC Model

4 Evaluation

5 Concluding Remarks.

References

Evaluation of the Information Flow Control in the Fog Computing Model

2 System Model

2.1 CBAC (Capability-Based Access Control) Model

2.2 Information Flow Relations

2.3 FC (Fog Computing) Model

3 Information Flow Control

3.1 Protocols

3.2 FC-Based Protocols

5 Concluding Remarks

A Study of Network Attack Strategy Using AS Topology Map

2 Preliminaries

2.1 Outline

2.2 Adjacency Matrix

2.3 Laplacian Matrix

3 Proposed Attack Strategy

3.1 Topology Map of AS

3.2 Attack Strategy

4 Example Execution

4.1 Preparation (Step-1 Step-3)

4.2 Simulation of Tactics and Result (Step-4)

4.3 Select of Attack Strategy (Step-5)

4.4 Consideration

5 Discussion

5.1 Feasibility of Proposed Attack Strategy

5.2 Effectiveness of Stopped Terminal AS

5.3 Appropriate Values of max(A) and R

6 Conclusion

Improving Classification Accuracy by Optimizing Activation Function for Convolutional Neural Network on Homomorphic Encryption

2 Related Work

3 Proposed Method

3.1 Polynomial Approximation of the Mish Function

3.2 Accuracy Optimization

4.1 Evaluation Setup

4.2 Experimental Results for Classification Accuracy

4.3 Experimental Results for Different Networks

5 Disucussion

5.1 Effective Optimization Method for Activation Functions in CNN

5.2 Application of Optimization to Different Networks

5.3 Limitations

An Attention Mechanism for Visualizing Word Weights in Source Code of PowerShell Samples: Experimental Results and Analysis

3 Related Technique

3.1 Long Short-Term Memory

3.2 Attention Mechanism

4 Experimental Method

4.1 Outline

4.2 Preprocessing.

4.3 Training Phase

4.4 Test Phase

5 Experimental Model and Evaluation Results

5.1 Experimental Model

5.2 Dataset

5.3 Environment

5.4 Evaluation Metrics

5.5 Experiment Contents

5.6 Result

6 Discussion

6.1 Important Words

6.2 Possibility of Evasion Attack

6.3 Research Ethics

6.4 Limitations

7 Conclusion

Improving Palmprint-Region Estimation for ID-Less Palmprint Recognition

2.1 Palmprint-Region Estimation Using Hand Shape

2.2 Palmprint-Region Estimation Using Interdigital Spaces

2.3 Palmprint-Region Estimation Using Skeletal Information

3 Proposed Methods

3.1 Improvement of Region Quality

3.2 Proposed Method 1

3.3 Proposed Method 2

3.4 Proposed Method 3

4.1 Evaluation Dataset

4.2 Evaluation Method

4.3 Verification Process

4.4 Results

4.5 Discussions

5 Conclusion

Real Vehicle-Based Attack Dataset for Security Threat Analysis in a Vehicle

3 Method of Generate Attack CAN Dataset Based on Actual Vehicle

3.1 Method for Collection CAN Dataset in Vehicle

3.2 Vehicle Internal CAN Network Attack Tool

3.3 Collection of Attack CAN Data Packet Based on Actual Vehicle

4.1 Result of DoS Attack

4.2 Result of Fuzzing Attack

4.3 Result of Replay Attack

5 Conclusion and Future Work

Performance Analysis of HARQ in 2-step RACH Procedure Using Markov Chain Model

2 2-step RACH Procedure

3 Hybrid Automatic Repeat and Request

4 Analytical Markov Chain Model

5 Simulation

A Comparison Study of FC-RDVM with LDVM Router Replacement Methods by WMN-PSOHC Simulation System Considering Weibull Distribution of Mesh Clients

2 Intelligent Algorithms

2.2 Hill Climbing

3 WMN-PSOHC Hybrid Simulation System and FC-RDVM

A Fuzzy-Based System for Estimation of Landslide Disasters Risk Considering Digital Elevation Model

2.1 LDR Estimation

2.2 Danger Area Estimation Based on LDR

3 Evaluation Results

3.1 LDR Estimation Results

3.2 Evaluation Results for Danger Area Estimation Based on LDR

Human-Centered Protocols for Secure Data Management in Distributed Systems

2 Human-Centered Protocols for Secure Data Management

3 Secure Data Management in Distributed Systems

Multi-Version Concurrency Control to Reduce the Electric Energy Consumption of Servers

2.1 Object-Based Systems

2.2 Multi-Version Timestamp Ordering (MVTO) Algorithm

2.3 Data Access Model

2.4 Power Consumption Model of a Server

3 Improved EEMVTO (IEEMVTO) Algorithm

3.1 Meaningless Methods

3.2 IEEMVTO Algorithm

4.1 Environment

4.2 Total Processing Electric Energy Consumption

4.3 Average Execution Time of Each Transaction

A Study on Increasing Simultaneous Transmissions After Extended RTS/CTS Handshake on Full-duplex Wireless LANs

2 Full-duplex Wireless Transmission

2.1 Full-duplex Transmission Fassions

2.2 Challenges of Full-duplex Wireless Transmission

3 Method for Selecting Multiple Nodes for Synchronous Transmission

3.1 Transmission Procedure

3.2 Selection Algorithm of Candidate Transmitters

3.3 Method for Selecting Destination of Synchronous Transmission

4 Performance Evaluation.

4.1 Characteristics of Throughput Performance.

Notes:

Includes bibliographical references and index.

Other Format:

Print version: Barolli, Leonard Advances on Broad-Band Wireless Computing, Communication and Applications

ISBN:

9783031200298