Information and Communication Technologies and Sustainable Development: Advanced Approaches and Innovations in Up-to-Date Networks and Systems (Lecture Notes in Networks and Systems)

✍ Scribed by Stanislav Dovgyi (editor), Oleksandr Trofymchuk (editor), Vasyl Ustimenko (editor), Larysa Globa (editor)

• Publisher: Springer
• Year: 2023
• Tongue: English
• Leaves: 481
• Category: Library

✦ Synopsis

The book highlights the most important research areas in ICT, their impact on e-society, environment sustainable development, namely analytics, security, geoinformation systems, and mathematical modeling. The studies contain a discussion on artificial intelligence in various spheres of society, practical implementation of the IoT, geoinformation systems, and remote sensing of the earth. The book focuses on improving services providing, system architecture for SDN, forecasting social and environment sustainable development based on global information space, a new approach to radio electronics systems for the novel cloud infrastructure implementation. The results are used for novel systems and to promote new approaches for e-societies. The book offers a valuable resource for specialists of R&D organizations, the management of state administration who are involved in sustainable society development, professors, university lecturers, Ph.D. students, and bachelor and master degree students.

✦ Table of Contents

Preface
Acknowledgments
XXI International Scientific and Practical Conference Information and Communication Technologies and Sustainable Development (22 ICPC ICTSD)
About This Book
Contents
About the Editors
Sustainable Development (Analysis of Problems and Technological Factors)
Sustainable Development in the Global Information Space
1 Introduction
2 Activities of Society for Achieving Sustainable Development
3 Activities of International Organizations on Environmental Protection and Sustainable Development
4 Gaps in Approaches to Counteracting Threats to Sustainable Development
4.1 Why is There No Radical Change?
4.2 Why is There No Confidence in the SDG Achieved?
5 The Root Causes of Threats to the Existence of Earthly Civilization
6 Basic Principles of Sustainable Development Concept
7 Mechanisms for Achieving SDGs
7.1 General Mechanisms
7.2 Some Specific Mechanisms
8 Conclusions
References
Enhancing Resource Availability: Indicators and Strategies for Optimizing the Kubernetes Network
1 Introduction
2 Principle of Pod Construction
3 Estimate Availability in Kubernetes
3.1 Typical Network
3.2 Task Definition
3.3 Task Calculation: Pod Availability
3.4 Task Calculation: Network Transformation
3.5 Task Calculation: Net Graph
4 Pod Interaction Scenarios and Their Impact on Service Availability
4.1 Pod Interaction Scenario on the Same Node
4.2 Scenario of Interaction Between Pods on Different Nodes
5 Conclusions
6 Future Work
References
Enhancing Application Layer Multicast Using Multi-objective Optimization Techniques
1 Introduction
2 Related Work
2.1 Application Layer Multicast
2.2 Existing Approaches to Optimize ALM
2.3 Multi-objective Optimization Techniques
2.4 Reliable Multi-Destination Transport (RMDT) Protocol
3 Proposed Method
4 Implementation Details
4.1 AWS Infrastructure
4.2 Network Configuration
5 Implementation Details
5.1 Network Configuration
5.2 Network Conditions
5.3 Experimental Scenarios
6 Results
7 Conclusion and Future Work
References
Possible Ways of Determining the Characteristics of Network Traffic for Identification of Required External Connection Line Rate for a Specific Object
1 Introduction
2 General Principles of Traffic Transmission in Packet Networks
3 Connectivity Traffic Profiles
4 The Method of Estimation of Required Bandwidth for a Specific Object
5 Conclusions
References
A Research Method of Software-Defined Networks Asymptotic Properties with Markov Intrusion of Randomness
1 Introduction
2 Network Services Platform
3 A Research Method of Software-Defined Networks
4 Main Results
5 Conclusions
References
Mathematical Model for Evaluation of Interference Dispersion for 5G Mobile Communication Systems
1 Introduction
2 Setting Objectives
3 Main Material
4 Conclusions
References
Method Radio Resource Allocation in Cognitive Radio Network
1 Introduction
2 Electromagnetic Compatibility of Radio-Electronic Means in Mobile and Cognitive Networks
3 Methods of Ensuring Electromagnetic Compatibility During the Cognitive Distribution of Mobile Network Resources
4 Game-Theoretic Model for Assessing the Electromagnetic Compatibility of Radio-Electronic Means of Cognitive Radio Networks
5 A Method for Distributing a Frequency Resource in a Cognitive Radio Network based on the Maximin Algorithm
6 Analysis of the Effectiveness of the Method of Optimal Distribution of the Frequency Resource for the Cognitive Radio Network
7 Conclusions
References
Trends in the Development of Information and Communication Technologies and Systems
Features of Message Transport Service in Automated Special-Purpose Systems
1 Introduction
2 Article Purpose
3 Statement of Basic Material
3.1 Structural Diagram of Messaging in the Context of One Workstation
3.2 Structural Diagrams of Messaging in the Context of One Domain
3.3 Structural Diagram of Messaging in the Context of the Interconnect Between Domains
4 Algorithm for the Optimal Message Transmission Route
5 An Example of TN Optimal Route Choosing
6 Conclusions
References
QoS-Aware Adaptation Traffic Engineering Solution for Multipath Routing in Communication Network
1 Introduction
2 Literature Review
3 Traffic Engineering QoS-Aware Multipath Disjoint Routing Model
4 Research on the Proposed QoS-Aware Adaptation Traffic Engineering Solution under Disjoint Paths in Communication Networks
5 Conclusions
References
Impact of LoRaWAN Operational Parameters on Energy Efficiency and Ways to Improve It
1 Introduction
2 State of the Art
3 Laboratory Measurements
3.1 Experimental Setup
3.2 Measurements of the RSSI, Uplink, Delay, Downlink, Sleep and RTT
3.3 Measurements of the Transmission Power
3.4 Measurements of the Processing, Total Power and the Battery Life of an End Device
4 Measurements of the Range
4.1 Static Measurements of the Range
4.2 Dynamic Measurements of the Range
5 Conclusions
References
Notation System for Comparing and Synthesis of Intelligent Key Phrase Extraction Methods for Ontological Models in Information Systems
1 Introduction
2 Methods and Materials
3 Results
3.1 Famous Methods
3.2 Realization
4 Discussion
5 Conclusions
References
IT Platform for the Formation of Digital Duplicates for Museum Exhibits
1 Introduction
2 Means and Approaches to Virtualization of Real World Objects
2.1 Virtual Museums and Digital Duplicates of Objects in Museum Exhibits
2.2 Technology for Creating Digital Duplicates of Objects in Museum Exhibits
2.3 Standardization of Network Interaction with Information Resources of Meaningful Display of Historical and Cultural Heritage
3 Transdisciplinary Principles of Consolidation
3.1 Standardization of Network Interaction with Information Resources of Meaningful Display of Historical and Cultural Heritage
3.2 Taxonomy as a Semantic Platform of Consolidation
4 Consolidated Network Information Resources for Meaningful Display of Historical and Cultural Heritage
4.1 The Object of Heritage Preservation as an Environment for the Implementation of a Cognitive-Communicative Scenario of Interaction with Consolidated Network Information Resources
4.2 User Interaction of 3D Panoramas with Network Information Resources
4.3 Formation of a Cognitive-Communicative Scenario in the Form of an Ontological Excursion Route
4.4 Transdisciplinary Consolidation of 3D Panoramas with Network Information Resources of a Meaningful Display of Historical and Cultural Heritage on the Example of the Ontological IT Platform “Museum Portal”
5 Conclusions
References
The Modified Approach to Internet of Things Data Transmission Based on a Combined Neural Network Autoencoder
1 Introduction
2 Current State of Data Compression in IoT Networks
2.1 Analysis of Data Compression in the IoT Network
2.2 Analysis of Data Compression Requirements in IoT Networks
3 Using Neural Networks for Data Compression
4 Modification of the Data Compression Method for Optimizing the Reduction of Data Volumes in the Internet of Things Network
5 Implementation and Analysis of Results
5.1 Description of Implementation
5.2 Analysis of Results
6 Conclusions
References
Study of Energy Efficient Technologies for Workload Processing in Data Centers
1 Introduction
2 State of the Art and Background
3 Load Processing in Distributed Data Center Nodes
3.1 Mathematical Model of the Problem
3.2 Algorithm for Implementation of the Approach
3.3 Description of the Software
3.4 Developed Software as a Part of the ICN Platform
4 Experimental Research
4.1 Conducting the Experiment
4.2 The Results of the Experiment
5 Conclusions
References
Comparison of Methods for Determining User Coordinates in a Wi-Fi/Indoor Network
1 Introduction
2 The Fingerprinting Method in Location Problems
3 Overview of Algorithms for Determining User Location Coordinates in the Fingerprinting Method
4 Experiment
5 Determination of Positioning Error in Wi-Fi/Indoor Network Based on Fingerprinting Method
6 Conclusions
References
Transdisciplinary Principles of Consolidation
1 Introduction
2 Ontological Aspects of Consolidation
3 Foundations
4 Narrative Discourse as a Format of Active Representation of Consolidated Information
5 Conclusions
References
Network Monitoring Index in the Information Security Management System of Critical Information Infrastructure Objects
1 Introduction
2 Analysis of Existing Global Cybersecurity Network Indexes
3 A Model Set of Network Monitoring Index Indicators
3.1 General Remarks
3.2 General Network Monitoring Indicators
3.3 Network Monitoring Indicators for Web Resources
3.4 Main Network Monitoring Indicators for Personnel
4 A Model for Assessing and Indexing the State of Cybersecurity in Critical Infrastructure
5 Network Activity Index in Critical Infrastructure
5.1 Basic Information
5.2 Objects of Indexing (Rating)
5.3 LCSI Formation Methodology
5.4 Requirements for the Indexing Object
6 Conclusions
Appendix
References
Tenzor Methods in Cyber Security
1 Introduction
2 Tenzor Methods in Telecommunication Systems
3 Cryptographic Protection Problems
4 The Process of Creation the Encryption Key Using Tensor Methods
5 Electronic Signature and the Procedure of Hashing
6 Hash Function Construction Using Tensor Methods
7 Conclusions
References
Geoinformation Systems and Remote Sensing of the Earth
Cloud Platforms and Technologies for Big Satellite Data Processing
1 Introduction
2 Analysis of Satellite Data Usage in Cloud Platforms
2.1 CREODIAS Cloud Infrastructure
2.2 Amazon Web Services
2.3 Google Earth Engine (GEE)
2.4 Analysis of Instances
2.5 Algorithms and Software for Geospatial Analysis
2.6 Cloud Platform’s Comparison in One Picture
3 Geospatial Datasets and Access to Them
4 Experiments on Comparison of Effectiveness of Cloud Platforms
4.1 Problem Statement
4.2 Pilot Territory and Data
4.3 The Main Workflow for Land Cover Classification
4.4 Infrastructure Description
4.5 Experimental Results
5 Conclusions
References
Current Advances on Cloud-Based Distributed Computing for Forest Monitoring
1 Introduction
2 Materials
2.1 Satellite Data
2.2 Forest Type Map
3 Analysis of Sentilel-2 Spectral Bands for Forests
4 Methodology
4.1 Bhattacharyya Distance
4.2 Bhattacharyya Distance to Identify Diseased Forest
5 Vegetation Index Time Series Analysis
6 Architecture of the Information System
7 Conclusions
References
Cloud-Based Technologies Google Earth Engine for Monitoring Surface Deformation of the Solotvyno Agglomeration
1 Introduction
2 Description of the Technique
2.1 Sentinel-2 Data Using
2.2 Sentinel-1 Data Using
3 Results of the Study
4 Conclusions
References
Multicriteria Optimization Method for Monitoring the Water Quality Urbanized Lakes of the Opechen System of Kyiv Based on Remote Sensing Information
1 Introduction
2 Problem Statement
3 Description of the Study Area
4 Materials and Methods
4.1 Description of Biotope Recognition Methods
4.2 Description of Spectral Indices Calculation
4.3 Methods of Obtaining a Depth Map
4.4 Methods of System Analysis
5 Results
5.1 Classification Results Analysis
5.2 Index Results Analysis
5.3 The Results of Bathymetric Measurements
5.4 Assessment Results by the Method of System Analysis
6 Conclusions
References
Mathematical Modeling in Applied Problems
Selecting a Polynomial for Estimating the Motion Parameters of a Permanently Maneuvering Group of Unmanned Aerial Vehicles
1 Introduction
2 Formulation of the Problem
3 Decision
4 Conclusions
References
A New Approach to Interpolation and Approximation of Boundary Trajectories of Electron Beams for Realizing Cloud Computing Using Root-Polynomial Functions
1 Introduction
2 Statement of the Considered Problem and Motivation
3 Basic Analytical Relations for Defining the Coefficients of Root-Polynomial Functions for the Task of Interpolation
3.1 Basic Approach and Corresponded System of Linear Equations
3.2 Interpolation Using a Second Order Root-Polynomial Functions and Defining Beam Focal Parameters
3.3 Interpolation Using Cubic Root-Polynomial Functions and Defining Beam Focal Parameters
3.4 Interpolation Using Fourth-Order Root-Polynomial Functions
3.5 Interpolation Using Fifth-Order Root-Polynomial Function
4 The Set of Algebra-Differential Equations for Defining the Boundary Trajectory of a Short-Focus Electron Beam, Propagated in Ionized Gas, with Compensation for the Own Space Charge of Electrons
5 Strong Mathematical Proving of the Correctness of Applying the Root-Polynomial Functions of Second and Third Orders for Solving the Task of Interpolation of the Boundary Trajectory of an Electron Beam, Propagated in Ionized Gas
5.1 General Approach of the Provided Functional Analyze
5.2 Analyzing the Properties of the Second-Order Root-Polynomial Function
5.3 Analyzing the Third-Order Root-Polynomial Function
6 Solving the Interpolation Task of the Boundary Trajectory of a Short-Focus Electron Beam, Propagated in Ionized Gas, Using Root-Polynomial Functions of Different Orders, and Analyzing the Obtained Interpolation Results
6.1 The Results of Interpolation, Interpolation Errors and Corresponding Graphic Dependences
6.2 Estimation of Focal Beam Parameters
7 Algorithms of Approximation of Boundary Trajectories of an Electron Beam
7.1 Basic Approach
7.2 Description of an Approximation Algorithm for Third-Order Root-Polynomial Function
7.3 Describing of Approximation Algorithm for Fourth-Order and Fifth-Order Root-Polynomial Functions
7.4 Examples of Applying Proposed Approximation Algorithms
8 Obtained Results and Discussion
9 Conclusions
References
Genomic Data Machined: The Random Forest Algorithm for Discovering Breast Cancer Biomarkers
1 Introduction
2 Materials and Methods
2.1 Data Preparation
2.2 Random Forest Classification
2.3 Statistical Tests
3 Results
3.1 Main Features of the Data Cohort
3.2 Classification
4 Discussions
4.1 Genes Affecting the Tumour Stage in Breast Cancer Patients
4.2 Potential Prognostic Factors for Lymph Nodes Seizure
4.3 Genes Causing the Metastatic Activity in Breast Cancer
4.4 Final Set of Genes Obtained Based on the Overall Survival Status
5 Conclusions
References
The Chézy Roughness Coefficient Computing Using an Artificial Neural Network to Support the Mathematical Modelling of River Flows
1 Introduction
2 Problem Overview and Objectives of the Research
2.1 Numerical Characteristics of Hydraulic Resistance
2.2 Objectives of the Research
3 Materials, Methods, Assumptions and Input Data
4 Modelling the ANN to Compute Chézy’s Roughness Coefficient
4.1 The ANN Architecture
4.2 The ANN Algorithm to Compute Chézy’s Roughness Coefficient Values
5 The ANN Training and Testing
5.1 The ANN Training
5.2 The ANN Testing
6 Conclusions
References
Author Index