| Description |
1 online resource : illustrations (black and white, and color) |
| Series |
Lecture notes in networks and systems ; volume 548 |
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Lecture notes in networks and systems ; v. 548.
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| Contents |
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 |
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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 |
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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 |
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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 |
| Summary |
This book highlights the most important research areas in information and communication technologies, namely the research in fields of modern information technologies that deal with various aspects of the analysis and solution of practically important issues of information systems in general, and contains discussion about the progression from big data to smart data, development of cloud-based architecture, practical implementation of Internet of Things (IoT), the fundamentals of information and analytical activities; studying of modern communication technologies contains original works dealing with many aspects of construction, using research and forecasting of technological and services characteristics of communication systems, as well as research of modern radio electronics technologies that contains actual papers, which show some effective technological solutions that can be used for the implementation of novel radio electronics systems. These results can be used in the implementation of novel systems and to promote information exchange in e-societies. This book offers a valuable resource for scientists, lecturers, specialists working at enterprises, and graduate and undergraduate students who engage with problems in information and communication technologies |
| Notes |
Includes author index |
| Bibliography |
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 |
| Notes |
Print version record |
| Subject |
Information technology.
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information technology.
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Information technology
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| Form |
Electronic book
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| Author |
Ilchenko, Mykhailo, editor
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Uryvsky, Leonid, editor
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Globa, Larysa, editor
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| ISBN |
9783031163685 |
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3031163680 |
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