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020 _a9783658446925
_9978-3-658-44692-5
024 7 _a10.1007/978-3-658-44692-5
_2doi
050 4 _aTK7885-7895
072 7 _aUK
_2bicssc
072 7 _aCOM067000
_2bisacsh
072 7 _aUK
_2thema
100 1 _aHofmann, Ulrich.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_979893
245 1 0 _aInternet Modeling with Julia
_h[electronic resource] :
_bModels, Algorithms and Programs /
_cby Ulrich Hofmann.
250 _a1st ed. 2024.
264 1 _aWiesbaden :
_bSpringer Fachmedien Wiesbaden :
_bImprint: Springer,
_c2024.
300 _aXI, 154 p. 107 illus., 4 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
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505 0 _aIntroduction -- Performance parameters, optimisation of resource use -- Model modules -- Load generators -- Operating modules -- Simulation of operating systems -- Simulation-based optimisation with AI.
520 _aThe book combines internet modeling with the new programming language Julia. It demonstrates Julia's suitability for implementing established internet models and research-oriented topics such as car-to-infrastructure communication and black-box models for load predictions with neural networks. After studying the book and gaining inspiration for further independent analyses, the reader will be able to tackle even more complex modeling tasks in research and development using Julia. The contents Introduction Performance parameters, optimization, use of resources Model modules Load generators Queuing modules Simulation of queuing systems Simulation-based optimisation with AI The target groups Teachers and students (Master, PhD) Employees of research institutions Network managers The Author Ulrich Hofmann has over 30 years of experience in business, education and research, focusing on Internet technologies with an emphasis on Quality of Service (QoS). The translation was done with the help of artificial intelligence. A subsequent human revision was done primarily in terms of content. This book is a translation of an original German edition. The translation was done with the help of artificial intelligence (machine translation by the service DeepL.com). A subsequent human revision was done primarily in terms of content, so that the book will read stylistically differently from a conventional translation.
650 0 _aComputers.
_965793
650 0 _aArtificial intelligence.
_958441
650 1 4 _aComputer Hardware.
_965796
650 2 4 _aArtificial Intelligence.
_958441
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783658446918
776 0 8 _iPrinted edition:
_z9783658446932
856 4 0 _uhttps://doi.org/10.1007/978-3-658-44692-5
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
999 _c61278
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