Progress in advanced information and communication technology and systems : advanced approaches to intelligent data processing and smart networking / / edited by Mykhailo Ilchenko, Leonid Uryvsky, Larysa Globa

• Pubblicazione: Cham, Switzerland : , : Springer, , [2023]; ©2023
• Descrizione fisica: 1 online resource (602 pages)
• Disciplina: 929.374
• Soggetto topico: Engineering
• Persona (resp. second.): IlchenkoMykhailo; UryvskyLeonid; GlobaLarysa
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: Intro -- Preface -- Contents -- Modern Challenges in Information Technologies -- Towards Role-Based Context-Aware Monitoring Systems -- 1 Introduction -- 2 Related Work -- 2.1 Software Design Patterns -- 2.2 Flexible Feature Implementation -- 3 The Role-Based Monitoring Approach -- 3.1 The MAPE-K Control Loop -- 3.2 Modeling of a Role-Based Control Loop -- 3.3 Implementation of a Role-Based Monitoring System -- 3.4 Applying Role-Based Monitoring to Different Application Domains -- 4 Evaluation Method -- 4.1 The Znn.Com Benchmark for Self-adaptive Systems -- 4.2 Auto-scaling of Web Service Infrastructures -- 4.3 Qualitative and Quantitative Evaluation -- 5 Outlook and Future Work -- References -- Adaptation Consistency of Distributed Role-Oriented Applications Based on the Actor Model of Computation -- 1 Introduction -- 2 Case Study -- 2.1 Error Model -- 3 Foundations -- 3.1 Self-Adaptive Software Systems -- 3.2 The Role Concept -- 3.3 Adaptation Transactions and Operations -- 3.4 The MAPE-K Feedback Loop -- 3.5 The Actor Model -- 4 Concept Architecture -- 4.1 Rolactor DSL -- 4.2 Consistent Adaptation with Adaptation Transactions -- 4.3 Eventual Consistency for Self-Adaptation -- 5 Empiric Case Study -- 5.1 Transactional Approach for Self-Adaptation Execution -- 5.2 Eventual Consistent Approach for Self-Adaptation Execution -- 5.3 Limitations of the Concept -- 6 Related Work -- 7 Conclusion and Future Work -- References -- Ontology-Driven Approach to Scientific and Educational Information Representation -- 1 Introduction -- 2 Background and Basic Notions -- 3 Ontology System for Scientific Institutions Information Representation -- 4 Ontological Model Elements -- 5 Ontological Solutions Development Platform -- 6 Conclusions -- References -- Approach to Uniform Platform Development for the Ecology Digital Environment of Ukraine -- 1 Introduction. ; 2 State of the Art and Background -- 3 Problem Definition -- 4 Principles of the UEP Development -- 5 Mathematical Description of the UEP Elements -- 6 Optimization Method for Successive Processes Between Subsystems of Different Decomposition-Based ICS -- 7 Example of the Global Business Process Computation Using Different ICS and Their Subsystems -- 8 Conclusions -- References -- Cloud-Based Technologies for Data Processing in Ukraine: International Context -- 1 Introduction -- 2 Data -- 2.1 Satellite Data -- 2.2 In-Situ Data -- 3 Methodology -- 3.1 Classification -- 3.2 SDGs Indicator Assessment -- 4 Results -- 5 Conclusions -- References -- The Comprehencive Approach to Big Data Preprocessing -- 1 Introduction -- 2 State of Art and Backgrounds -- 2.1 Characteristic Features of Big Data -- 2.2 Data Preprocessing -- 2.3 Approaches to Improving the Big Data Quality -- 3 Modified Algorithm of Data Preprocessing -- 4 Advanced Data Cleaning Method -- 5 Data Cleaning System Prototype -- 5.1 Data Cleaning System Architecture -- 5.2 Program Component for Text Data Transformation -- 5.3 Implementation of Data Cleaning Templates -- 6 Conclusions -- References -- Mathematical Models and Informational Technologies of Crop Yield Forecasting in Cloud Environment -- 1 Introduction -- 2 Data Used -- 3 Yield Forecasting State-of-the-Art -- 4 Yield Forecasting Experiment -- 5 Cloud-Based Information Technologies -- 6 Conclusions -- References -- Compulsoriness and Energy Efficiency in the Decentralized World of Smart Things -- 1 The Aims of the Work -- 1.1 Motivation and IoT Devices: WSN and Further Sensing Radio Technologies -- 1.2 Challenges for IoT: What Does It Mean? -- 2 Advanced Security with BC -- 2.1 Blockchain -- 2.2 Supply Chain Management -- 2.3 Smart Contracting -- 3 Case Studies and Best Practices. ; 3.1 Scenario 1: RFID and Wi-Fi Based Monitoring and Management of Farm Animals/Meat Cattle -- 3.2 Scenario 2: Energy Efficient Sensor Constellation -- 3.3 Scenario 3: Annual Costs Calculation and Accumulated Data -- 4 Recent IoT Solutions and Platforms -- 5 Conclusions and Outlook -- References -- Standard Model of System Architecture of Enterprise IT Infrastructure -- 1 Introduction -- 2 Formulation of the Problem -- 3 Definition of IT Infrastructure Elements -- 4 Mathematical Model of IT Infrastructure -- 5 Choice of Optimal Network Architecture in IT Infrastructure Design -- 6 Examples of PJSC "Ukrtelecom" IT Infrastructure Implementation -- 7 Conclusions -- References -- Comparative Analysis of Object Detection Methods in Computer Vision for Low-Performance Computers Towards Smart Lighting Systems -- 1 Introduction -- 2 Related Work -- 2.1 Classical Models -- 2.2 Deep Learning Models -- 2.3 Dimensional Based Models -- 3 Testbed Description -- 4 Comparison of the Models -- 4.1 Deep Learning Models -- 4.2 DBOD Algorithm -- 5 Conclusion -- References -- Optimization of Control Characteristics Using the Information Model -- 1 Introduction and Motivation -- 2 Analysis of Recent Research and Publications -- 3 The Statement of Considered Problem -- 4 Use of Information Analysis for Measurement Control of Extreme Emissions Within the Pollution Processes -- 5 Determination of Expected Information Amount -- 6 Discussion -- 7 Conclusion -- References -- Modern Challenges in Telecommunication Technologies -- Resilience Improvement by Traffic Engineering Fault-Tolerant Routing in Programmable Networks -- 1 Introduction -- 2 First Hop Redundancy Protocols Overview -- 2.1 HSRP -- 2.2 VRRP -- 2.3 CARP -- 2.4 NSRP -- 2.5 GLBP -- 2.6 Analysis of Fault-Tolerant SDN Solutions -- 3 Traffic Engineering Fault-Tolerant Routing Flow-Based Model. ; 4 Numerical Research and Evaluation of the Traffic Engineering Fault-Tolerant Routing -- 5 Resilience Aware Traffic Engineering Flow-Based Model -- 6 Numerical Research of the RATE Model -- 7 Conclusion -- References -- Research of Automated Control Systems Development Based on "Publish-Subscribe" Technology Over Low-Bandwidth Radio Networks -- 1 Introduction -- 2 "Publish-Subscribe" Technologies Analysis -- 2.1 MQTT Protocol Analysis -- 2.2 DDS Protocol Analysis -- 3 Initial Data for Research "Publisher-Subscriber" Model in ACS -- 4 Results of the Research the "Publisher-Subsector" Model -- 4.1 Research of MQTT, MQTT-SN, DDS Protocols Traffic Parameters -- 4.2 Recommendations for Use of "Publish-Subscribe" Protocols in ACS -- 5 Conclusions -- References -- Multipoint Data Transmission Issues in High Bandwidth-Delay Product TCP/IP Networks -- 1 Introduction -- 2 Testbed Topology -- 3 Network Congestion Control -- 3.1 The Bufferbloat Problem -- 4 Congestion Control -- 4.1 Reactive Congestion Control -- 4.2 Proactive Congestion Control -- 4.3 Multipoint Data Delivery -- 5 Channel Utilization -- 5.1 Packet Processing -- 5.2 TCP/IP Stack Tuning -- 6 Conclusion -- References -- Research of the Service Structure Influence on the Sensitivity Indicators of the Queuing System Characteristics with Priorities -- 1 Introduction -- 2 The Description of a Unified Complex Analytical Model for QS with an Arbitrary Number of Service Devices with Priority Servicing -- 3 The Research of Priority Queuing Systems' Sensitivity Characteristics to Service Structure Alterations -- 4 The Analysis of QoS Characteristics Sensitivity of QS with Priorities for Changes of Service Changes -- 5 Analysis of Service Structure Management Scenarios in QS with Priorities -- 6 Conclusions -- References. ; Improving the Accuracy of User Location in the Wi-Fi Network Using Complex Spline-Functions -- 1 Introduction -- 2 Using the Fingerprinting Method on the Basis of Complex Planar Splines in Deternining the User's Location in the Wi-Fi/Indoor Network -- 3 Use of Linear Complex Planar Splines to Increase the Accuracy of User Locating in the Wi-Fi/indoor Network -- 4 Conclusions -- References -- Principles of Building Modular Control Plane in Software-Defined Network -- 1 Introduction -- 2 SDN Architecture and Functions of Elements in Process of Solving Control Problems -- 3 Functional Structure of the Modular Control Plane -- 4 Open Network Operating System Architecture -- 4.1 Principles of Construction of ONOS -- 4.2 ONOS Subsystems and Services -- 5 Mathematical Model of ONOS Applications and Services -- 6 Conclusions -- References -- The Method of Using a Telecommunication Air Platform as a Flying Info-Communication Robots -- 1 Introduction -- 2 Main Part -- 2.1 Mathematical Problem Statement -- 2.2 Solution Synthesis by Intellectual Adaptive Flying Info-Communication Robot -- 2.3 Mathematical Modeling -- 3 Simulation Results -- 4 Conclusions -- References -- Wireless Connection of Drones to the Base Station of the Existing Terrestrial Mobile Network -- 1 Introduction -- 2 Related Works -- 3 The Scenario of the Interaction of a Drone with a Ground Mobile Network -- 4 Three-Dimensional Model of the Formation of Radio Links Between the Antenna Systems of the BS and the User Terminal with Retransmission Through the Drone -- 5 Simulation Results and Their Analysis -- 6 Conclusions -- References -- Principles of Constructing Communication and Control Systems Protected from the Effects of Jamming Attacks for Small-Sized Unmanned Aerial Vehicles -- 1 Introduction -- 2 Types of Attacks on UAVs and Threats Posed by Them. ; 3 Key Features that Determine the Architecture of Small-Sized UAV Communication Channels Protected from Intentional Interference.
• Titolo autorizzato: Progress in Advanced Information and Communication Technology and Systems
• ISBN: 3-031-16368-0
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910631097203321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Networks and Systems