A perspective on iterative methods for the approximate analysis of closed queueing networks

A perspective on iterative methods for the approximate analysis of closed queueing networks PDF Author: E. de Souza e Silva
Publisher:
ISBN:
Category : Computer networks
Languages : en
Pages : 15

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A perspective on iterative methods for the approximate analysis of closed queueing networks

A perspective on iterative methods for the approximate analysis of closed queueing networks PDF Author: E. de Souza e Silva
Publisher:
ISBN:
Category : Computer networks
Languages : en
Pages : 15

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Book Description


Journal of the ACM.

Journal of the ACM. PDF Author:
Publisher:
ISBN:
Category : Computers
Languages : en
Pages : 1136

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Performance by Design

Performance by Design PDF Author: Daniel A. Menascé
Publisher: Prentice Hall Professional
ISBN: 9780130906731
Category : Computers
Languages : en
Pages : 484

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Book Description
Practical, real-world solutions are given to potential problems covering the entire system life cycle. This book describes how to map real-life systems (databases, data centers, and e-commerce applications) into analytic performance models. The authors elaborate upon these models and use them to help the reader better understand performance issues.

Stochastic Analyses Arising from a New Approach for Closed Queueing Networks

Stochastic Analyses Arising from a New Approach for Closed Queueing Networks PDF Author: Feng Sun
Publisher:
ISBN:
Category :
Languages : en
Pages :

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Analyses are addressed for a number of problems in queueing systems and stochastic modeling that arose due to an investigation into techniques that could be used to approximate general closed networks. In Chapter II, a method is presented to calculate the system size distribution at an arbitrary point in time and at departures for a [lambda](n)/G/1/N queue. The analysis is carried out using an embedded Markov chain approach. An algorithm is also developed that combines our analysis with the recursive method of Gupta and Rao. This algorithm compares favorably with that of Gupta and Rao and will solve some situations when Gupta and Rao's method fails or becomes intractable. In Chapter III, an approach is developed for generating exact solutions of the time-dependent conditional joint probability distributions for a phase-type renewal process. Closed-form expressions are derived when a class of Coxian distributions are used for the inter-renewal distribution. The class of Coxian distributions was chosen so that solutions could be obtained for any mean and variance desired in the inter-renewal times. In Chapter IV, an algorithm is developed to generate numerical solutions for the steady-state system size probabilities and waiting time distribution functions of the SM/PH/1/N queue by using the matrix-analytic method. Closed form results are also obtained for particular situations of the preceding queue. In addition, it is demonstrated that the SM/PH/1/N model can be implemented to the analysis of a sequential two-queue system. This is an extension to the work by Neuts and Chakravarthy. In Chapter V, principal results developed in the preceding chapters are employed for approximate analysis of the closed network of queues with arbitrary service times. Specifically, the [lambda](n)/G/1/N queue is applied to closed networks of a general topology, and a sequential two-queue model consisting of the [lambda](n)/G/1/N and SM/PH/1/N queues is proposed for tandem queueing networks.

Performance Analysis of Closed Queueing Networks

Performance Analysis of Closed Queueing Networks PDF Author: Svenja Lagershausen
Publisher: Springer Science & Business Media
ISBN: 364232214X
Category : Business & Economics
Languages : en
Pages : 189

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Book Description
This book deals with the performance analysis of closed queueing networks with general processing times and finite buffer spaces. It offers a detailed introduction to the problem and a comprehensive literature review. Two approaches to the performance of closed queueing networks are presented. One is an approximate decomposition approach, while the second is the first exact approach for finite-capacity networks with general processing times. In this Markov chain approach, queueing networks are analyzed by modeling the entire system as one Markov chain. As this approach is exact, it is well-suited both as a reference quantity for approximate procedures and as extension to other queueing networks. Moreover, for the first time, the exact distribution of the time between processing starts is provided.

Queueing Networks

Queueing Networks PDF Author: Richard J. Boucherie
Publisher: Springer
ISBN: 9781441964731
Category : Mathematics
Languages : en
Pages : 800

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Book Description
This handbook aims to highlight fundamental, methodological and computational aspects of networks of queues to provide insights and to unify results that can be applied in a more general manner. The handbook is organized into five parts: Part 1 considers exact analytical results such as of product form type. Topics include characterization of product forms by physical balance concepts and simple traffic flow equations, classes of service and queue disciplines that allow a product form, a unified description of product forms for discrete time queueing networks, insights for insensitivity, and aggregation and decomposition results that allow sub networks to be aggregated into single nodes to reduce computational burden. Part 2 looks at monotonicity and comparison results such as for computational simplification by either of two approaches: stochastic monotonicity and ordering results based on the ordering of the process generators, and comparison results and explicit error bounds based on an underlying Markov reward structure leading to ordering of expectations of performance measures. Part 3 presents diffusion and fluid results. It specifically looks at the fluid regime and the diffusion regime. Both of these are illustrated through fluid limits for the analysis of system stability, diffusion approximations for multi-server systems, and a system fed by Gaussian traffic. Part 4 illustrates computational and approximate results through the classical MVA (mean value analysis) and QNA (queueing network analyzer) for computing mean and variance of performance measures such as queue lengths and sojourn times; numerical approximation of response time distributions; and approximate decomposition results for large open queueing networks. spanPart 5 enlightens selected applications as spanloss networks originating from circuit switched telecommunications applications, capacity sharing originating from packet switching in data networks, and a hospital application that is of growing present day interest. spanThe book shows that spanthe intertwined progress of theory and practicespan will remain to be most intriguing and will continue to be the basis of further developments in queueing networks.

APPROXIMATE ANALYSIS FOR THE MERGE CONFIGURATION OF AN OPEN QUEUEING NETWORK WITH BLOCKING

APPROXIMATE ANALYSIS FOR THE MERGE CONFIGURATION OF AN OPEN QUEUEING NETWORK WITH BLOCKING PDF Author: HYO-SEANG LEE, STEPHEN M. POLLOCK
Publisher:
ISBN:
Category :
Languages : en
Pages : 32

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Approximate Analysis of Open Exponential Queueing Networks with Blocking: General Configuration

Approximate Analysis of Open Exponential Queueing Networks with Blocking: General Configuration PDF Author: HYO-SEONG LEE AND STEPHEN M. POLLOCK
Publisher:
ISBN:
Category :
Languages : en
Pages : 35

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Analysis of Queueing Networks with Blocking

Analysis of Queueing Networks with Blocking PDF Author: Simonetta Balsamo
Publisher: Springer Science & Business Media
ISBN: 1475733453
Category : Business & Economics
Languages : en
Pages : 256

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Book Description
Queueing network models have been widely applied as a powerful tool for modelling, performance evaluation, and prediction of discrete flow systems, such as computer systems, communication networks, production lines, and manufacturing systems. Queueing network models with finite capacity queues and blocking have been introduced and applied as even more realistic models of systems with finite capacity resources and with population constraints. In recent years, research in this field has grown rapidly. Analysis of Queueing Networks with Blocking introduces queueing network models with finite capacity and various types of blocking mechanisms. It gives a comprehensive definition of the analytical model underlying these blocking queueing networks. It surveys exact and approximate analytical solution methods and algorithms and their relevant properties. It also presents various application examples of queueing networks to model computer systems and communication networks. This book is organized in three parts. Part I introduces queueing networks with blocking and various application examples. Part II deals with exact and approximate analysis of queueing networks with blocking and the condition under which the various techniques can be applied. Part III presents a review of various properties of networks with blocking, describing several equivalence properties both between networks with and without blocking and between different blocking types. Approximate solution methods for the buffer allocation problem are presented.

Performance Analysis of Closed Queueing Networks

Performance Analysis of Closed Queueing Networks PDF Author: Svenja Lagershausen
Publisher: Springer Science & Business Media
ISBN: 3642322131
Category : Business & Economics
Languages : en
Pages : 189

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Book Description
This book deals with the performance analysis of closed queueing networks with general processing times and finite buffer spaces. It offers a detailed introduction to the problem and a comprehensive literature review. Two approaches to the performance of closed queueing networks are presented. One is an approximate decomposition approach, while the second is the first exact approach for finite-capacity networks with general processing times. In this Markov chain approach, queueing networks are analyzed by modeling the entire system as one Markov chain. As this approach is exact, it is well-suited both as a reference quantity for approximate procedures and as extension to other queueing networks. Moreover, for the first time, the exact distribution of the time between processing starts is provided.