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Informationen zum Autor Natarajan Gautam Klappentext Written with students and professors in mind, Analysis of Queues: Methods and Applications combines coverage of classical queueing theory with recent advances in studying stochastic networks. Exploring a broad range of applications, the book contains plenty of solved problems, exercises, case studies, paradoxes, and numerical examples.In addition to the standard single-station and single class discrete queues, the book discusses models for multi-class queues and queueing networks as well as methods based on fluid scaling, stochastic fluid flows, continuous parameter Markov processes, and quasi-birth-and-death processes, to name a few. It describes a variety of applications including computer-communication networks, information systems, production operations, transportation, and service systems such as healthcare, call centers and restaurants. Zusammenfassung Written with students and professors in mind! Analysis of Queues: Methods and Applications combines coverage of classical queueing theory with recent advances in studying stochastic networks. Exploring a broad range of applications! the book contains plenty of solved problems! exercises! case studies! paradoxes! and numerical examples.In addition to the standard single-station and single class discrete queues! the book discusses models for multi-class queues and queueing networks as well as methods based on fluid scaling! stochastic fluid flows! continuous parameter Markov processes! and quasi-birth-and-death processes! to name a few. It describes a variety of applications including computer-communication networks! information systems! production operations! transportation! and service systems such as healthcare! call centers and restaurants. Inhaltsverzeichnis Introduction. Exponential Interarrival and Service Times: Closed-Form Expressions. Exponential Interarrival and Service Times: Numerical Techniques and Approximations. General Interarrival and/or Service Times: Closed-Form Expressions and Approximations. Multiclass Queues under Various Service Disciplines. Exact Results in Network of Queues: Product Form. Approximations for General Queueing Networks. Fluid Models for Stability, Approximations, and Analysis of Time-Varying Queues. Stochastic Fluid-Flow Queues: Characteristics and Exact Analysis. Stochastic Fluid-Flow Queues: Bounds and Tail Asymptotics. Appendix A: Random Variables. Appendix B: Stochastic Processes. References. Index. ...
