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020 _a9783030831325
024 7 _a10.1007/978-3-030-83132-5
_2doi
040 _aES-MaUEC
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050 4 _aTK5101
_b2022
100 _aNaumov, Valeriy
_4http://id.loc.gov/vocabulary/relators/aut
_9683345
_cMatrix and Analytical Methods for Performance Analysis of Telecommunication Systems
245 1 0 _aMatrix and Analytical Methods for Performance Analysis of Telecommunication Systems
_cby Valeriy Naumov, Yuliya Gaidamaka, Natalia Yarkina, Konstantin Samouylov
250 _aFirst edition 2021
264 1 _aCham
_bSpringer International Publising
_c2021
300 _a1 recurso en línea (XXI, 308 páginas)
_b46 ilustraciones
336 _2rdacontent
_aTexto
_btxt
337 _2rdamedia
_aelectrónico
_bc
338 _2rdacarrier
_arecurso electrónico
_bcr
347 _aarchivo de texto
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505 0 _aPart I. Preliminaries -- 1. Modeling and performance analysis of telecommunication systems -- 2. Erlang's systems -- 3. Multiservice loss networks -- 4. Modeling arrival and service processes -- Part II. Matrix-analytical methods -- 5. Generator matrices -- 6. Block generator matrices -- 7. Matrix-geometric solutions -- Part III. Resource queueing systems -- 8. Stochastic Lists of Resource Allocations -- 9. The Multi-Resource Service System with Service Times Dependent on the Required Amounts of Resources -- 10. Markovian systems with random resource requirements -- 11. Stochastic networks with flexible servers -- 12. Application examples and case studies.
520 _aThe global telecommunication network constantly is being improved to keep up with needs to exchange, store, and process huge, ever-growing amounts of data.This unique, concise textbook provides an introduction to the modelling and performance analysis of telecommunication systems. As new communications technologies emerge and evolve, in parallel engineers work to develop new and enhance existing techniques and even theories to analyze system performance. Communication systems and networks are generally modeled using probability frameworks, and especially queuing systems. However, for model analysis, other mathematical techniques are also widely employed, namely matrix methods of linear algebra. Unlike most textbooks on queueing theory, in particular those dealing with telecommunication applications, the main focus of this volume is on resource-loss-system (ReLS) models. Before discussing ReLS models, it provides an overview of the essential prerequisites, from the basic models and techniques to more complicated matrix-analytical methods of queuing theory. Topics and features: Provides a broad-based introduction Covers matrix and other methods for performance analysis Offers a chapter on application examples and case studies Includes appendixes on random elements, Markov chains, and queuing models Appeals to an interdisciplinary audience This text/reference will be suitable for a broad interdisciplinary audience of students in mathematics and applied disciplines, such as computer science, electronics engineering, and operations research. Dr. Valeriy Naumov works for the Service Innovation Research Institute (PIKE) in Helsinki, Finland, a public non-profit research institute that focuses on theoretical and practical research for services and their improvement. Prof. Yuliya Gaidamaka, Dr. Natalia Yarkina, and Prof. Konstantin Samouylov work in the Dept. of Applied Probability and Informatics of the Peoples' Friendship University of Russia (RUDN University) in Moscow, Russia.
988 _aSpringer_Computer_2022
650 7 _2embne
_9158073
_aSistemas de telecomunicación
700 1 _aGaidamaka, Yuliya
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700 1 _aYarkina, Natalia
_eautor
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700 1 _aSamouylov, Konstantin
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_0(orcid)0000-0002-6368-9680
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773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030831318
776 0 8 _iPrinted edition:
_z9783030831332
776 0 8 _iPrinted edition:
_z9783030831349
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-030-83132-5
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
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