Presentation	2014-11-13 Network Performance Evaluation by High Speed Simulation Kenji NAKAGAWA,
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Abstract(in English)	In this paper, we present a high speed simulation method for estimating the packet loss probability of a queue. Usual Monte Carlo (MC) method takes a lot of simulation time if a packet loss is a rare event. To overcome the problem, the frequency of the rare event is increased by applying Importance Sampling (IS) method. We introduce the methods for increasing the frequency, for example, increasing the arrival rate or decreasing the service rate, and then illustrate the determination of the best arrival rate or service rate that achieve the fastest simulation. We will compare the accuracy and the speed of simulation by MC and IS methods.
Keyword(in Japanese)	(See Japanese page)
Keyword(in English)	Packet Loss Probability / Rare Event / Importance Sampling Simulation
Paper #	NS2014-135,CQ2014-78,ICM2014-26
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Conference Information
Committee	NS
Conference Date	2014/11/6(1days)
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Paper Information
Registration To	Network Systems(NS)
Language	JPN
Title (in Japanese)	(See Japanese page)
Sub Title (in Japanese)	(See Japanese page)
Title (in English)	Network Performance Evaluation by High Speed Simulation
Sub Title (in English)
Keyword(1)	Packet Loss Probability
Keyword(2)	Rare Event
Keyword(3)	Importance Sampling Simulation
1st Author's Name	Kenji NAKAGAWA
1st Author's Affiliation	Nagaoka University of Technology()
Date	2014-11-13
Paper #	NS2014-135,CQ2014-78,ICM2014-26
Volume (vol)	vol.114
Number (no)	297
Page	pp.pp.-
#Pages	7
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