Internet Teletraffic Modeling and Estimation. (Record no. 88266)
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| fixed length control field | 04027nam a22004333i 4500 |
| 001 - CONTROL NUMBER | |
| control field | EBC3400139 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | MiAaPQ |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240729125443.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m o d | |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr cnu|||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240724s2013 xx o ||||0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9788792982940 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9788792982100 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (MiAaPQ)EBC3400139 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (Au-PeEL)EBL3400139 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (CaPaEBR)ebr10852715 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)878145315 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | MiAaPQ |
| Language of cataloging | eng |
| Description conventions | rda |
| -- | pn |
| Transcribing agency | MiAaPQ |
| Modifying agency | MiAaPQ |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | TK5102.985 -- .D455 2013eb |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | de Lima, Alexandre Barbosa. |
| 245 10 - TITLE STATEMENT | |
| Title | Internet Teletraffic Modeling and Estimation. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Aalborg : |
| Name of producer, publisher, distributor, manufacturer | River Publishers, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2013. |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | ©2013. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource (187 pages) |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 490 1# - SERIES STATEMENT | |
| Series statement | River Publishers Series in Information Science and Technology Series |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Cover -- Contents -- List of Tables -- List of Figures -- Preface -- List of acronyms and symbols -- 1 Introduction -- 1.1 Objectives of telecommunications carriers -- 1.2 Traffic characteristics -- 1.3 Questions and contributions -- 1.4 Time series basic concepts -- 1.4.1 Time series examples -- 1.4.2 Operators notation -- 1.4.3 Stochastic processes -- 1.4.4 Time seriesmodeling -- 2 The fractal nature of network traffic -- 2.1 Fractals and self-similarity examples -- 2.1.1 The Hurst exponent -- 2.1.2 Samplemean variance -- 2.2 Long range dependence -- 2.2.1 Aggregate process -- 2.3 Self-similarity -- 2.3.1 Exact second order self-similarity -- 2.3.2 Impulsiveness -- 2.4 Final remarks: why is the data networks traffic fractal? -- 3 Modeling of long-range dependent teletraffic -- 3.1 Classes of modeling -- 3.1.1 Non-parametric modeling -- 3.2 Wavelet transform -- 3.2.1 Multiresolution analysis and the discrete wavelet transform -- 3.3 ModelMWM -- 3.4 Parametric modeling -- 3.4.1 ARFIMAmodel -- 3.4.2 ARFIMA models prediction - optimum estimation -- 3.4.3 Formsof prediction -- 3.4.4 Confidence interval -- 3.4.5 ARFIMAprediction -- 3.5 Longmemorystatistical tests -- 3.5.1 R/Sstatistics -- 3.5.2 GPHtest -- 3.6 Some H and d estimation methods -- 3.6.1 R/Sstatistics -- 3.6.2 Variance plot -- 3.6.3 Periodogram method -- 3.6.4 Whittle's method -- 3.6.5 Haslett and Raftery's MV approximate estimator -- 3.6.6 Abry andVeitch'swavelet estimator -- 3.7 Bi-spectrum and linearity test -- 3.8 KPSS stationarity test -- 4 State-space modeling -- 4.1 Introduction -- 4.2 TARFIMAmodel -- 4.2.1 Multistep prediction with the Kalman filter -- 4.2.2 The prediction power of the TARFIMA model -- 4.3 Series exploratory analysis -- 4.3.1 ARFIMA(0 -- 0.4 -- 0) series -- 4.3.2 MWM series with H = 0.9 -- 4.3.3 Nile river series. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 4.4 Prediction empirical studywith theTARFIMAmodel -- 4.4.1 ARFIMA(0, d, 0) series -- 4.4.2 MWMseries -- 4.4.3 Nile river series between years 1007 and 1206 -- 4.4.4 Conclusions -- 5 Modeling of Internet traffic -- 5.1 Introduction -- 5.2 Modeling of the UNC02 trace -- 5.2.1 Exploratory analysis -- 5.2.2 Long memory local analysis of the UNC02 trace -- 5.2.3 Empirical prediction with the TARFIMA model -- 6 Conclusions -- Bibliography -- Index -- About the Authors. |
| 588 ## - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | Description based on publisher supplied metadata and other sources. |
| 590 ## - LOCAL NOTE (RLIN) | |
| Local note | Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries. |
| 655 #4 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| Main entry heading | de Lima, Alexandre Barbosa |
| Title | Internet Teletraffic Modeling and Estimation |
| Place, publisher, and date of publication | Aalborg : River Publishers,c2013 |
| International Standard Book Number | 9788792982100 |
| 797 2# - LOCAL ADDED ENTRY--CORPORATE NAME (RLIN) | |
| Corporate name or jurisdiction name as entry element | ProQuest (Firm) |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | River Publishers Series in Information Science and Technology Series |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://ebookcentral.proquest.com/lib/orpp/detail.action?docID=3400139">https://ebookcentral.proquest.com/lib/orpp/detail.action?docID=3400139</a> |
| Public note | Click to View |
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