NDLI: Stochastic Process Models for Packet/Analytic-Based Network Simulations

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Stochastic Process Models for Packet/Analytic-Based Network Simulations

Content Provider	ACM Digital Library
Author	Riley, George Cansever, Derya Yurcik, William Cole, Robert G.
Abstract	We present our preliminary work that develops a new approach to hybrid packet/analytic network simulations for improved network simulation fidelity, scale, and simulation efficiency. Much work in the literature addresses this topic, including [10] [11] [8] [12] [13] and others. Current approaches rely upon models, which we refer to in this paper as Deterministic Fluid Models [9] [12], to address the analytic modeling aspects of these hybrid simulations. Instead we draw upon an extensive literature on stochastic models of queues and (eventually) networks of queues to implement a hybrid stochastic model/packet network simulation. We will refer to our approach as Stochastic Fluid Models throughout this paper. We outline our approach, present test cases, and present simulation results comparing the measured queue metrics from our approach for hybrid simulation to those of a deterministic fluid model hybrid simulation and a full packet–level simulation. We also discuss plans for future areas of research on this approach.
Starting Page	72
Ending Page	79
Page Count	8
File Format	PDF
ISBN	9780769531595
ISSN	10874097
DOI	10.1109/PADS.2008.21
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2008-06-03
Access Restriction	Subscribed
Subject Keyword	Hybrid simulation models event driven simulations network models stochastic queues and diffusion equations
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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