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The structural cause of file size distributions

Published: 01 June 2001 Publication History

Abstract

We propose a user model that explains the shape of the distribution of file sizes in local file systems and in the World Wide Web. We examine evidence from 562 file systems, 38 web clients and 6 web servers, and find that the model is a good description of these systems. These results cast doubt on the widespread view that the distribution of file sizes is long-tailed and that long-tailed distributions are the cause of self-similarity in the Internet.

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M. E. Crovella, M. S. Taqqu, and A. Bestavros. Heavy-tailed probability distributions in the World Wide Web. In A Practical Cuide To Heavy Tails, pages 3-26. Chapman & Hall, 1998.
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G. Irlam. Unix file size survey, http://www, base. com/gordoni/uf s93. html. Accessed 31 May 2000, 1994.
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  • (2019)Analytical Models for the Scalability of Dynamic Group-key Agreement Protocols and Secure File Sharing SystemsACM Transactions on Privacy and Security10.1145/334299822:4(1-36)Online publication date: 25-Sep-2019
  • (2014)A novel resource allocation scheme for LTE network in the presence of mobilityJournal of Network and Computer Applications10.1016/j.jnca.2014.07.01746:C(352-361)Online publication date: 1-Nov-2014
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Published In

cover image ACM SIGMETRICS Performance Evaluation Review
ACM SIGMETRICS Performance Evaluation Review  Volume 29, Issue 1
June 2001
343 pages
ISSN:0163-5999
DOI:10.1145/384268
Issue’s Table of Contents
  • cover image ACM Conferences
    SIGMETRICS '01: Proceedings of the 2001 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
    June 2001
    347 pages
    ISBN:1581133340
    DOI:10.1145/378420
    • Chairman:
    • Mary Vernon
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 June 2001
Published in SIGMETRICS Volume 29, Issue 1

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Author Tags

  1. file sizes
  2. long-tailed distributions
  3. self-similarity

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Cited By

View all
  • (2021)Cloud computing security protocol analysis with parity-based distributed file systemAnnals of Operations Research10.1007/s10479-021-04413-5Online publication date: 30-Nov-2021
  • (2019)Analytical Models for the Scalability of Dynamic Group-key Agreement Protocols and Secure File Sharing SystemsACM Transactions on Privacy and Security10.1145/334299822:4(1-36)Online publication date: 25-Sep-2019
  • (2014)A novel resource allocation scheme for LTE network in the presence of mobilityJournal of Network and Computer Applications10.1016/j.jnca.2014.07.01746:C(352-361)Online publication date: 1-Nov-2014
  • (2013)PeerVault: A Distributed Peer-to-Peer Platform for Reliable Data BackupDistributed Computing and Networking10.1007/978-3-642-35668-1_22(315-329)Online publication date: 2013
  • (2011)Double Pareto Lognormal Distributions in Complex NetworksHandbook of Optimization in Complex Networks10.1007/978-1-4614-0754-6_3(55-80)Online publication date: 29-Sep-2011
  • (2010)Long-tailed distributions in grid complex networkProceedings of the 2nd workshop on Grids meets autonomic computing10.1145/1809029.1809032(21-30)Online publication date: 7-Jun-2010
  • (2010)Analysis of Delays Caused by Local SynchronizationSIAM Journal on Computing10.1137/08072309039:8(3860-3884)Online publication date: 1-Dec-2010
  • (2010)Searching for Heavy Tails in Web Robot TrafficProceedings of the 2010 Seventh International Conference on the Quantitative Evaluation of Systems10.1109/QEST.2010.42(282-291)Online publication date: 15-Sep-2010
  • (2010)Real-Time Rendering under Dynamic Environment Lighting2010 International Conference on Multimedia Technology10.1109/ICMULT.2010.5631453(1-4)Online publication date: Oct-2010
  • (2010)Study of Self-Similar Traffic Control of Campus Network2010 International Conference on Multimedia Technology10.1109/ICMULT.2010.5630859(1-4)Online publication date: Oct-2010
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