After an introduction to queues in computer networks, this self-contained book covers important random variables, such as Pareto and Poisson, that constitute models for arrival and service disciplines. It then deals with the equilibrium M/M/1/∞queue, which is the simplest queue that is amenable for analysis. Subsequent chapters explore applications of continuous time, state-dependent single Markovian queues, the M/G/1 system, and discrete time queues in computer networks. The author then proceeds to study networks of queues with exponential servers and Poisson external arrivals as well as the G/M/1 queue and Pareto interarrival times in a G/M/1 queue. The last two chapters analyze bursty, self-similar traffic, and fluid flow models and their effects on queues.
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Book Description
Performance Analysis of Queuing and Computer Networks develops simple models and analytical methods from first principles to evaluate performance metrics of various configurations of computer systems and networks. It presents many concepts and results of probability theory and stochastic processes.
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Inside This Book
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Key Phrases - Statistically Improbable Phrases (SIPs):
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composite traffic source, payload job, hyperexponential pdf, equilibrium state probabilities, overall expected response time, arrival time instants, total expected waiting time, attempted arrival, discrete time queues, state dependent queues, throughput flowing, form candidate solution, slots progress, transmitter queue, long term time average, time for the next departure, service time requirement, packet emission, unconditional rate, traffic equations, equilibrium state probability, iid exponential random variables, tagged customer, environment chain, remaining service time Key Phrases - Capitalized Phrases (CAPs): (learn more)
State Dependent Markovian Queues, Characterization of Data Traffic, Continuous Time Queuing Networks, Self-Similar Traffic, Analysis of Fluid Flow Models, Draw the Markov, Proof Let Browse Sample Pages:
Front Cover | Table of Contents | First Pages | Index | Back Cover | Surprise Me!
composite traffic source, payload job, hyperexponential pdf, equilibrium state probabilities, overall expected response time, arrival time instants, total expected waiting time, attempted arrival, discrete time queues, state dependent queues, throughput flowing, form candidate solution, slots progress, transmitter queue, long term time average, time for the next departure, service time requirement, packet emission, unconditional rate, traffic equations, equilibrium state probability, iid exponential random variables, tagged customer, environment chain, remaining service time Key Phrases - Capitalized Phrases (CAPs): (learn more)
State Dependent Markovian Queues, Characterization of Data Traffic, Continuous Time Queuing Networks, Self-Similar Traffic, Analysis of Fluid Flow Models, Draw the Markov, Proof Let Browse Sample Pages:
Front Cover | Table of Contents | First Pages | Index | Back Cover | Surprise Me!
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