Paper Abstract and Keywords |
Presentation |
2014-11-13 16:00
[Invited Talk]
Network Performance Evaluation by High Speed Simulation Kenji Nakagawa (Nagaoka Univ. of Tech.) NS2014-135 CQ2014-78 ICM2014-26 |
Abstract |
(in Japanese) |
(See Japanese page) |
(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) |
(in English) |
Packet Loss Probability / Rare Event / Importance Sampling Simulation / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 114, no. 297, NS2014-135, pp. 39-45, Nov. 2014. |
Paper # |
NS2014-135 |
Date of Issue |
2014-11-06 (NS, CQ, ICM) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
Download PDF |
NS2014-135 CQ2014-78 ICM2014-26 |
Conference Information |
Committee |
ICM CQ NS NV |
Conference Date |
2014-11-13 - 2014-11-14 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kochi-City-Culture-Plaza CUL-PORT |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Network Quality, Network Measurement and Management, Network Virtualization, Network Service, General |
Paper Information |
Registration To |
NS |
Conference Code |
2014-11-ICM-CQ-NS-NV |
Language |
Japanese |
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) |
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Keyword(1) |
Packet Loss Probability |
Keyword(2) |
Rare Event |
Keyword(3) |
Importance Sampling Simulation |
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1st Author's Name |
Kenji Nakagawa |
1st Author's Affiliation |
Nagaoka University of Technology (Nagaoka Univ. of Tech.) |
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Speaker |
Author-1 |
Date Time |
2014-11-13 16:00:00 |
Presentation Time |
40 minutes |
Registration for |
NS |
Paper # |
NS2014-135, CQ2014-78, ICM2014-26 |
Volume (vol) |
vol.114 |
Number (no) |
no.297(NS), no.298(CQ), no.299(ICM) |
Page |
pp.39-45(NS), pp.39-45(CQ), pp.57-63(ICM) |
#Pages |
7 |
Date of Issue |
2014-11-06 (NS, CQ, ICM) |
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