02987nam a22003975i 4500001001800000003000900018005001700027007001500044008004100059020001800100024003500118050001600153072001500169072002300184072001400207100007800221245011300299250001800412264007600430300006400506336002600570337002600596338003600622347002400658505020700682520142600889650001502315650002902330650002302359650002902382710003402411773002602445776003602471776003602507856004602543978-3-658-44692-5DE-He21320251030112609.0cr nn 008mamaa240702s2024    gw |    s    |||| 0|eng d  a97836584469257 a10.1007/978-3-658-44692-52doi 4aTK7885-7895 7aUK2bicssc 7aCOM0670002bisacsh 7aUK2thema1 aHofmann, Ulrich.eauthor.4aut4http://id.loc.gov/vocabulary/relators/aut10aInternet Modeling with Juliah[electronic resource] :bModels, Algorithms and Programs /cby Ulrich Hofmann.  a1st ed. 2024. 1aWiesbaden :bSpringer Fachmedien Wiesbaden :bImprint: Springer,c2024.  aXI, 154 p. 107 illus., 4 illus. in color.bonline resource.  atextbtxt2rdacontent  acomputerbc2rdamedia  aonline resourcebcr2rdacarrier  atext filebPDF2rda0 aIntroduction -- Performance parameters, optimisation of resource use -- Model modules -- Load generators -- Operating modules -- Simulation of operating systems -- Simulation-based optimisation with AI.  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. 0aComputers. 0aArtificial intelligence.14aComputer Hardware.24aArtificial Intelligence.2 aSpringerLink (Online service)0 tSpringer Nature eBook08iPrinted edition:z978365844691808iPrinted edition:z978365844693240uhttps://doi.org/10.1007/978-3-658-44692-5