Information Technologies and Mathematical Modelling. Queueing Theory and Applications

Information Technologies and Mathematical Modelling. Queueing Theory and Applications
Title Information Technologies and Mathematical Modelling. Queueing Theory and Applications PDF eBook
Author Alexander Dudin
Publisher Springer Nature
Pages 441
Release 2021-03-26
Genre Computers
ISBN 3030722473

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This book constitutes revised selected papers of the 19th International Conference on Information Technologies and Mathematical Modelling, ITMM 2020, named after A.F. Terpugov, held in Tomsk, Russia, in December 2020. The 31 full papers presented in this volume were carefully reviewed and selected from 82 submissions. The conference covers various aspects of information technologies, focusing on queueing theory, stochastic processes, Markov processes, renewal theory, network performance equation and network protocols.

Information Technologies and Mathematical Modelling

Information Technologies and Mathematical Modelling
Title Information Technologies and Mathematical Modelling PDF eBook
Author Alexander Dudin
Publisher Springer
Pages 462
Release 2014-11-04
Genre Computers
ISBN 3319136712

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This book constitutes the refereed proceedings of the 13th International Scientific Conference on Information Technologies and Mathematical Modeling, named after A.F. Terpugov, ITMM 2014, Anzhero-Sudzhensk, Russia, held in Anzhero-Sudzhensk, Russia, in November 2014. The 50 full papers included in this volume were carefully reviewed and selected from 254 submissions. The papers focus on probabilistic methods and models, queueing theory, telecommunication systems, and software engineering.

Applications of Mathematical Modeling, Machine Learning, and Intelligent Computing for Industrial Development

Applications of Mathematical Modeling, Machine Learning, and Intelligent Computing for Industrial Development
Title Applications of Mathematical Modeling, Machine Learning, and Intelligent Computing for Industrial Development PDF eBook
Author Madhu Jain
Publisher CRC Press
Pages 425
Release 2023-06-07
Genre Computers
ISBN 1000885550

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The text focuses on mathematical modeling and applications of advanced techniques of machine learning, and artificial intelligence, including artificial neural networks, evolutionary computing, data mining, and fuzzy systems to solve performance and design issues more precisely. Intelligent computing encompasses technologies, algorithms, and models in providing effective and efficient solutions to a wide range of problems, including the airport’s intelligent safety system. It will serve as an ideal reference text for senior undergraduate, graduate students, and academic researchers in fields that include industrial engineering, manufacturing engineering, computer engineering, and mathematics. The book: Discusses mathematical modeling for traffic, sustainable supply chain, vehicular Ad-Hoc networks, and internet of things networks with intelligent gateways Covers advanced machine learning, artificial intelligence, fuzzy systems, evolutionary computing, and data mining techniques for real- world problems Presents applications of mathematical models in chronic diseases such as kidney and coronary artery diseases Highlights advances in mathematical modeling, strength, and benefits of machine learning and artificial intelligence, including driving goals, applicability, algorithms, and processes involved Showcases emerging real-life topics on mathematical models, machine learning, and intelligent computing using an interdisciplinary approach The text presents emerging real-life topics on mathematical models, machine learning, and intelligent computing in a single volume. It will serve as an ideal text for senior undergraduate students, graduate students, and researchers in diverse fields, including industrial and manufacturing engineering, computer engineering, and mathematics.

Queueing Theory 1

Queueing Theory 1
Title Queueing Theory 1 PDF eBook
Author Vladimir Anisimov
Publisher John Wiley & Sons
Pages 336
Release 2021-03-05
Genre Mathematics
ISBN 1119755417

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The aim of this book is to reflect the current cutting-edge thinking and established practices in the investigation of queueing systems and networks. This first volume includes ten chapters written by experts well-known in their areas. The book studies the analysis of queues with interdependent arrival and service times, characteristics of fluid queues, modifications of retrial queueing systems and finite-source retrial queues with random breakdowns, repairs and customers' collisions. Some recent tendencies in the asymptotic analysis include the average and diffusion approximation of Markov queueing systems and networks, the diffusion and Gaussian limits of multi-channel queueing networks with rather general input flow, and the analysis of two-time-scale nonhomogenous Markov chains using the large deviations principle. The book also analyzes transient behavior of infinite-server queueing models with a mixed arrival process, the strong stability of queueing systems and networks, and applications of fast simulation methods for solving high-dimension combinatorial problems.

Queueing Theory 2

Queueing Theory 2
Title Queueing Theory 2 PDF eBook
Author Vladimir Anisimov
Publisher John Wiley & Sons
Pages 338
Release 2021-04-13
Genre Mathematics
ISBN 1789450047

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The aim of this book is to reflect the current cutting-edge thinking and established practices in the investigation of queueing systems and networks. This second volume includes eight chapters written by experts wellknown in their areas. The book conducts a stability analysis of certain types of multiserver regenerative queueing systems; a transient evaluation of Markovian queueing systems, focusing on closed-form distributions and numerical techniques; analysis of queueing models in service sectors using analytical and simulation approaches; plus an investigation of probability distributions in queueing models and their use in economics, industry, demography and environmental studies. This book also considers techniques for the control of information in queueing systems and their impact on strategic customer behavior, social welfare and the revenue of monopolists. In addition, applications of maximum entropy methods of inference for the analysis of a stable M/G/1 queue with heavy tails, and inventory models with positive service time - including perishable items and stock supplied using various algorithmic control policies ((s; S); (r;Q), etc.).

Advances in Information and Communication Technology

Advances in Information and Communication Technology
Title Advances in Information and Communication Technology PDF eBook
Author Phung Trung Nghia
Publisher Springer Nature
Pages 364
Release 2023-12-12
Genre Technology & Engineering
ISBN 3031495292

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This book contains four keynote abstracts and 83 best peer-reviewed papers selected from the 179 submissions at the 2nd International Conference on Advances in ICT (ICTA 2023), which share research results and practical applications in ICT research and education. Technological changes and digital transformation that have taken place over the past decade have had significant impacts on all economic and social sectors. Information and Communication Technology (ICT) in general and artificial intelligence (AI) in particular have driven socio-economic growth. The topics cover all ICT-related areas and their contributions to socio-economic development, focusing on the most advanced technologies, such as AI. Researchers and practitioners in academia and industry use the books as a valuable reference for their research activities, teaching, learning, and advancing current technologies. The Conference is hosted by Thai Nguyen University of Information and Communication Technology (ICTU).

The Theory of Queuing Systems with Correlated Flows

The Theory of Queuing Systems with Correlated Flows
Title The Theory of Queuing Systems with Correlated Flows PDF eBook
Author Alexander N. Dudin
Publisher Springer Nature
Pages 430
Release 2019-12-06
Genre Computers
ISBN 3030320723

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This book is dedicated to the systematization and development of models, methods, and algorithms for queuing systems with correlated arrivals. After first setting up the basic tools needed for the study of queuing theory, the authors concentrate on complicated systems: multi-server systems with phase type distribution of service time or single-server queues with arbitrary distribution of service time or semi-Markovian service. They pay special attention to practically important retrial queues, tandem queues, and queues with unreliable servers. Mathematical models of networks and queuing systems are widely used for the study and optimization of various technical, physical, economic, industrial, and administrative systems, and this book will be valuable for researchers, graduate students, and practitioners in these domains.