Performance Analysis of Queuing and Computer Networks Chapman & Hall/CRC Computer and Information Science Series
Auteur : Dattatreya G.R.
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.
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.
Introduction.Characterization of Data Traffic.The M/M/1/∞ Queue.State-Dependent Markovian Queues.The M/G/1 Queue.Discrete Time Queues. Continuous Time Queuing Networks.The G/M/1 Queue. Queues with Bursty, MMPP, and Self-Similar Traffic.Analysis of Fluid Flow Models. Appendix. Index.
Date de parution : 09-2019
15.6x23.4 cm
Date de parution : 06-2008
Ouvrage de 472 p.
15.6x23.4 cm
Thèmes de Performance Analysis of Queuing and Computer Networks :
Mots-clés :
Equilibrium State Probabilities; Expected Response Time; Markov Chain; IAT; Poisson Arrivals; Exponential Random Variable; Arrival Rate; Equilibrium Probabilities; Imbedded Markov Chain; Time Instant; State Transition Diagram; Product Form Solution; Global Balance Equation; Laplace Transform; Queuing System; Random Variable; External Arrivals; Feedback; Packet Arrival; Pareto Random Variable; State Dependent Queues; Slot Edges; Discrete Time Queues; Queuing Network; Positive Recurrent