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Power laws, Pareto distribution and Zipf's law - Power laws, Pareto distribution and Zipf's law

Power laws, Pareto distribution and Zipf's law

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Investigating the Ancient Meroitic Language Using Statistical Natural Language Techniques: Zipf PowerPoint PPT Presentation

Investigating the Ancient Meroitic Language Using Statistical Natural Language Techniques: Zipf - Title: Investigating the Ancient Meroitic Language Using Statistical Natural Language Techniques: Zipf s Law and Word Co-Occurrences Author: Reginald Smith

Title: Investigating the Ancient Meroitic Language Using Statistical Natural Language Techniques: Zipf s Law and Word Co-Occurrences Author: Reginald Smith

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RANK SIZE RULE! PowerPoint PPT Presentation

RANK SIZE RULE! - RANK SIZE RULE! AND THE LARGEST CITIES IN THE WORLD What is a Primate City? Pr=P1/r - German geographer George Zipf Pr is the population of the Urban place of ...

RANK SIZE RULE! AND THE LARGEST CITIES IN THE WORLD What is a Primate City? Pr=P1/r - German geographer George Zipf Pr is the population of the Urban place of ...

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Computing Relevance, Similarity: The Vector Space Model PowerPoint PPT Presentation

Computing Relevance, Similarity: The Vector Space Model - tf x idf. Recall the Zipf distribution. Want to weight terms ... in the collection offer little discriminating power. CPSC 404 Laks V.S. ... TF x IDF ...

tf x idf. Recall the Zipf distribution. Want to weight terms ... in the collection offer little discriminating power. CPSC 404 Laks V.S. ... TF x IDF ...

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LING 406 Intro to Computational Linguistics Word Frequency Distributions PowerPoint PPT Presentation

LING 406 Intro to Computational Linguistics Word Frequency Distributions - Those estimates are in turn based on data derived from text. ... Zipf's law: zeta distribution. 9/4/09. Linguistics 406. 23. Zipf's hope. 9/4/09. Linguistics 406 ...

Those estimates are in turn based on data derived from text. ... Zipf's law: zeta distribution. 9/4/09. Linguistics 406. 23. Zipf's hope. 9/4/09. Linguistics 406 ...

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Linguistically-motivated, statistically-driven induction of morphology Erwin Chan Dept. of Computer and Information Science University of Pennsylvania - If base form is usually most frequent, multinomial predicts: ... Zipfian multinomial distributions predict ... Zipf Multinomial prominence of base forms ...

If base form is usually most frequent, multinomial predicts: ... Zipfian multinomial distributions predict ... Zipf Multinomial prominence of base forms ...

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Basic IR: Queries PowerPoint PPT Presentation

Basic IR: Queries - ... easy to lead astray (e.g., words with multiple meanings), difficult to express ... Just as single word usage is skewed (Zipf's Law) so is query submission on WWW. ...

... easy to lead astray (e.g., words with multiple meanings), difficult to express ... Just as single word usage is skewed (Zipf's Law) so is query submission on WWW. ...

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Efficient, ProximityAware Load Balancing for DHTBased P2P Systems PowerPoint PPT Presentation

Efficient, ProximityAware Load Balancing for DHTBased P2P Systems - Gaussian Distribution, Gnutella-like Capacity. Pareto Distribution, Zipf-like Capacity ... Gnutella. Pareto/Zipf. Proximity 'ts5k-small' Gaussian/Gnutella ...

Gaussian Distribution, Gnutella-like Capacity. Pareto Distribution, Zipf-like Capacity ... Gnutella. Pareto/Zipf. Proximity 'ts5k-small' Gaussian/Gnutella ...

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Beehive: Achieving O1 Lookup Performance in P2P Overlays for Zipflike Query Distributions PowerPoint PPT Presentation

Beehive: Achieving O1 Lookup Performance in P2P Overlays for Zipflike Query Distributions - Beehive: Achieving O(1) Lookup Performance in P2P Overlays for Zipf-like Query Distributions ... overview of beehive. general replication framework for structured DHTs ...

Beehive: Achieving O(1) Lookup Performance in P2P Overlays for Zipf-like Query Distributions ... overview of beehive. general replication framework for structured DHTs ...

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CoDoNS: Fast, Resilient, and Scalable Name Service for the Internet PowerPoint PPT Presentation

CoDoNS: Fast, Resilient, and Scalable Name Service for the Internet - object size, update frequency, or number of replicas (si = 1) ... Beehive: lookup performance ... reverse popularity injected. Beehive: zipf parameter change ...

object size, update frequency, or number of replicas (si = 1) ... Beehive: lookup performance ... reverse popularity injected. Beehive: zipf parameter change ...

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Distributed Search over the Hidden Web Hierarchical Database Sampling and Selection PowerPoint PPT Presentation

Distributed Search over the Hidden Web Hierarchical Database Sampling and Selection - Many words missing from content summaries (many rare words) ... Content summaries extracted by (small-scale) sampling are inherently incomplete (Zipf's law) ...

Many words missing from content summaries (many rare words) ... Content summaries extracted by (small-scale) sampling are inherently incomplete (Zipf's law) ...

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Aucun titre de diapositive PowerPoint PPT Presentation

Aucun titre de diapositive - motorized stage (x,y) motorized z (focus) fluorescence ... Zipf law models for image analysis, Fractals in Engineering V, 22-24 juin 2005, Tours, France. ...

motorized stage (x,y) motorized z (focus) fluorescence ... Zipf law models for image analysis, Fractals in Engineering V, 22-24 juin 2005, Tours, France. ...

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Measurement, Modeling, and Analysis of a PeertoPeer FileSharing Workload PowerPoint PPT Presentation

Measurement, Modeling, and Analysis of a PeertoPeer FileSharing Workload - Non-Zipf workloads are also observed in web proxy caches and VoD servers ... Hit rate of the proxy cache decreases in the fetch-at-most-once case ...

Non-Zipf workloads are also observed in web proxy caches and VoD servers ... Hit rate of the proxy cache decreases in the fetch-at-most-once case ...

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010.141 Engineering Mathematics II Lecture 3 Distributions PowerPoint PPT Presentation

010.141 Engineering Mathematics II Lecture 3 Distributions - Zeta (Zipf) 3. A Note. The notion of 'random variables' is a source of major confusion for students. Mainly because, strictly, a random variable isn't a variable ...

Zeta (Zipf) 3. A Note. The notion of 'random variables' is a source of major confusion for students. Mainly because, strictly, a random variable isn't a variable ...

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Measurement, Modeling, and Analysis of a Peer-2-Peer File-Sharing Workload PowerPoint PPT Presentation

Measurement, Modeling, and Analysis of a Peer-2-Peer File-Sharing Workload - Determine if the KaZaA search space is queried in such a way that a group of 25, ... This keeps KaZaA workload from following a Zipf curve even though object ...

Determine if the KaZaA search space is queried in such a way that a group of 25, ... This keeps KaZaA workload from following a Zipf curve even though object ...

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PROPOLIS - Phil should have hard copies of 5,7,8,9,10,11,12,13,14?,16,18,19,20,21,24. After Zipf: From City Size Distributions to Simulations Michael Batty & Yichun Xie

Phil should have hard copies of 5,7,8,9,10,11,12,13,14?,16,18,19,20,21,24. After Zipf: From City Size Distributions to Simulations Michael Batty & Yichun Xie

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Remarks to 602 Joel Patrick joel.patrickgmail.com PowerPoint PPT Presentation

Remarks to 602 Joel Patrick joel.patrickgmail.com - http://www.useit.com/alertbox/zipf.html. http://www.kottke.org/03/02 ... 'Exegi monumentum tuum aere perennius, quod nulla destruere possit vetustas' -- I ...

http://www.useit.com/alertbox/zipf.html. http://www.kottke.org/03/02 ... 'Exegi monumentum tuum aere perennius, quod nulla destruere possit vetustas' -- I ...

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Entropy - The rth type has frequency f. r types have ... Zipf-Mandelbrot law. Zipf's law: f = P r-1 ... Mandelbrot proposed additional parameters: f = P (r ?)-B ...

The rth type has frequency f. r types have ... Zipf-Mandelbrot law. Zipf's law: f = P r-1 ... Mandelbrot proposed additional parameters: f = P (r ?)-B ...

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Measurement, Modeling and Analysis of a PeertoPeer FileSharing Workload - 94% of the time, a user fetches an object at-most-once ... (nth most popular object) ~ 1/n. Kazaa: the most popular objects are 100x less popular than Zipf ...

94% of the time, a user fetches an object at-most-once ... (nth most popular object) ~ 1/n. Kazaa: the most popular objects are 100x less popular than Zipf ...

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Statistics of Words PowerPoint PPT Presentation

Statistics of Words - A stochastic process X is stationary iff ... Zipf's basis for his theory in economics, communication, and human behavior in general ...

A stochastic process X is stationary iff ... Zipf's basis for his theory in economics, communication, and human behavior in general ...

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Routing Overview PowerPoint PPT Presentation

Routing Overview - Each server maintains a waiting queue Q and all requests (Ci, Vi) ... The popularity of these videos follows a zipf distribution, skep = 0.5. Performance Study ...

Each server maintains a waiting queue Q and all requests (Ci, Vi) ... The popularity of these videos follows a zipf distribution, skep = 0.5. Performance Study ...

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La structure pulsative de la Science PowerPoint PPT Presentation

La structure pulsative de la Science - Lois de Zipf, Bradford et Lotka fractales 'pures' Science Amorphe et ... La Science est alternativement une structure fractale (phi positif) et une ...

Lois de Zipf, Bradford et Lotka fractales 'pures' Science Amorphe et ... La Science est alternativement une structure fractale (phi positif) et une ...

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Information Theory and Dolphin Vocalizations PowerPoint PPT Presentation

Information Theory and Dolphin Vocalizations - Information Theory and Dolphin Vocalizations Review of papers: B. McCowan, S. F. Hanser and L. R. Doyle.

Information Theory and Dolphin Vocalizations Review of papers: B. McCowan, S. F. Hanser and L. R. Doyle.

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Fig. 7.1 Creativity and Education for largest Dutch cities PowerPoint PPT Presentation

Fig. 7.1 Creativity and Education for largest Dutch cities - Fig. 7.1 Creativity and Education for largest Dutch cities Figure 7.2 Growth of skilled labor in Germany Figure 7.3 Core urban economics model Figure 7.4 Core ...

Fig. 7.1 Creativity and Education for largest Dutch cities Figure 7.2 Growth of skilled labor in Germany Figure 7.3 Core urban economics model Figure 7.4 Core ...

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Practical LFU implementation for Web Caching PowerPoint PPT Presentation

Practical LFU implementation for Web Caching - (only order of magnitude matters) (yeah, right...but we won't care) ... the resources (time/space) needed are of order N. ... Two different types of locality ...

(only order of magnitude matters) (yeah, right...but we won't care) ... the resources (time/space) needed are of order N. ... Two different types of locality ...

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Simulation Evaluation of Web Caching Architectures PowerPoint PPT Presentation

Simulation Evaluation of Web Caching Architectures - Simulation Evaluation of Web Caching Architectures Carey Williamson Mudashiru Busari Department of Computer Science University of Saskatchewan

Simulation Evaluation of Web Caching Architectures Carey Williamson Mudashiru Busari Department of Computer Science University of Saskatchewan

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School of Computing Science Simon Fraser University, Canada PowerPoint PPT Presentation

School of Computing Science Simon Fraser University, Canada - 1. School of Computing Science. Simon Fraser University, Canada. Modeling and Caching of P2P Traffic ... Modified Limewire (Gnutella) to: Run in super peer mode ...

1. School of Computing Science. Simon Fraser University, Canada. Modeling and Caching of P2P Traffic ... Modified Limewire (Gnutella) to: Run in super peer mode ...

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The DGX Distribution for Mining Massive, Skewed Data PowerPoint PPT Presentation

The DGX Distribution for Mining Massive, Skewed Data - relational db (80-20 law'; high-end' histograms; skew-aware join algo's) ... Off-the-shelf maximization algo (matlab), to find good m, s. Skip. HP Labs, 2001 ...

relational db (80-20 law'; high-end' histograms; skew-aware join algo's) ... Off-the-shelf maximization algo (matlab), to find good m, s. Skip. HP Labs, 2001 ...

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On the Sensitivity of Web Proxy Cache Performance to Workload Characteristics PowerPoint PPT Presentation

On the Sensitivity of Web Proxy Cache Performance to Workload Characteristics - On the Sensitivity of Web Proxy Cache Performance to Workload ... Constructed synthetic Web proxy workload generation tool (ProWGen) that captures ...

On the Sensitivity of Web Proxy Cache Performance to Workload ... Constructed synthetic Web proxy workload generation tool (ProWGen) that captures ...

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Measurement, Modeling and Analysis of a Peer-to-Peer File-Sharing Workload - Study the Kazaa peer-to-peer file-sharing system, to understand two separate phenomena ... Capture a 6-month long trace of Kazaa traffic at UW ...

Study the Kazaa peer-to-peer file-sharing system, to understand two separate phenomena ... Capture a 6-month long trace of Kazaa traffic at UW ...

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GEM2505M - Taming Chaos GEM2505M Frederick H. Willeboordse frederik@chaos.nus.edu.sg

Taming Chaos GEM2505M Frederick H. Willeboordse frederik@chaos.nus.edu.sg

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Web%20Caching PowerPoint PPT Presentation

Web%20Caching - Web Caching Dr. Yingwu Zhu

Web Caching Dr. Yingwu Zhu

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Information Retrieval and Web Search PowerPoint PPT Presentation

Information Retrieval and Web Search - How is the frequency of different words distributed? ... Half the words in a corpus appear only once, called hapax legomena (Greek for 'read only once' ...

How is the frequency of different words distributed? ... Half the words in a corpus appear only once, called hapax legomena (Greek for 'read only once' ...

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How to Import a Color Palette Into GIMP - How to Import a Color Palette Into GIMP

How to Import a Color Palette Into GIMP

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Content%20Analysis%20and%20Statistical%20Properties%20of%20Text PowerPoint PPT Presentation

Content%20Analysis%20and%20Statistical%20Properties%20of%20Text - Ray Larson & Warren Sack. University of California, Berkeley ... Very dumb rules work well (for English) Porter Stemmer: Iteratively remove suffixes ...

Ray Larson & Warren Sack. University of California, Berkeley ... Very dumb rules work well (for English) Porter Stemmer: Iteratively remove suffixes ...

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How the Semantic Web is Being Used: An Analysis of FOAF Documents PowerPoint PPT Presentation

How the Semantic Web is Being Used: An Analysis of FOAF Documents - foaf:depiction (0.35) foaf:weblog (0.60) foaf:homepage (0.40) foaf:nick ... foaf:depiction (0.10) daml:equivalentTo (0.13) foaf:surname (0.11) foaf:mbox (0.15) ...

foaf:depiction (0.35) foaf:weblog (0.60) foaf:homepage (0.40) foaf:nick ... foaf:depiction (0.10) daml:equivalentTo (0.13) foaf:surname (0.11) foaf:mbox (0.15) ...

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COMP 791A: Statistical Language Processing PowerPoint PPT Presentation

COMP 791A: Statistical Language Processing - COMP 791A: Statistical Language Processing Introduction Chap. 1 Course information Prof: Leila Kosseim Office: LB 903-7 Email: kosseim@cs.concordia.ca Office hours ...

COMP 791A: Statistical Language Processing Introduction Chap. 1 Course information Prof: Leila Kosseim Office: LB 903-7 Email: kosseim@cs.concordia.ca Office hours ...

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INF L14 Initiation aux statistiques PowerPoint PPT Presentation

INF L14 Initiation aux statistiques - INF L14 Initiation aux statistiques 4 Classement et cumul Classement des modalit s Classement des modalit s Classement des modalit s Classement des modalit s ...

INF L14 Initiation aux statistiques 4 Classement et cumul Classement des modalit s Classement des modalit s Classement des modalit s Classement des modalit s ...

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Term Frequency and IR PowerPoint PPT Presentation

Term Frequency and IR - Too seldom get too few matches. Need to know the distribution of terms! ... many of them criticized on Capitol Hill for helping Enron construct off-the ...

Too seldom get too few matches. Need to know the distribution of terms! ... many of them criticized on Capitol Hill for helping Enron construct off-the ...

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Web Caching and Content Distribution: A View From the Interior PowerPoint PPT Presentation

Web Caching and Content Distribution: A View From the Interior - Title: Web Caching and Content Distribution: A View From the Interior Author: Jeff Chase Keywords: proxy, Web cache, content distribution Last modified by

Title: Web Caching and Content Distribution: A View From the Interior Author: Jeff Chase Keywords: proxy, Web cache, content distribution Last modified by

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Term Frequency and IR - 3. Collocation of Terms. Bag of word indexing is based on term independence. Why do we do this? ... Queries and Collocation 'Information retrieval' Information ...

3. Collocation of Terms. Bag of word indexing is based on term independence. Why do we do this? ... Queries and Collocation 'Information retrieval' Information ...

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Urban%20and%20ecosystem%20dynamics:%20past,%20present,%20future PowerPoint PPT Presentation

Urban%20and%20ecosystem%20dynamics:%20past,%20present,%20future - Workshop on aspects of Social and Socio-Environmental Dynamics ... Geoff West, Luis Bettencourt and Jose Lobo (Chapter 1, ISCOM book), showing the ...

Workshop on aspects of Social and Socio-Environmental Dynamics ... Geoff West, Luis Bettencourt and Jose Lobo (Chapter 1, ISCOM book), showing the ...

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El lenguaje y la Ciencia PowerPoint PPT Presentation

El lenguaje y la Ciencia - El an lisis de la Ciencia y de la T cnica debe incluir el an lisis de las palabras ... El n mero de orden de cada palabra es su rango, R ...

El an lisis de la Ciencia y de la T cnica debe incluir el an lisis de las palabras ... El n mero de orden de cada palabra es su rango, R ...

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Content Analysis PowerPoint PPT Presentation

Content Analysis - Title: PowerPoint Presentation Author: Valued Gateway Client Last modified by: a Created Date: 8/26/2002 7:08:49 AM Document presentation format: Ekran G sterisi

Title: PowerPoint Presentation Author: Valued Gateway Client Last modified by: a Created Date: 8/26/2002 7:08:49 AM Document presentation format: Ekran G sterisi

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Urban and ecosystem dynamics: past, present, future PowerPoint PPT Presentation

Urban and ecosystem dynamics: past, present, future - Urban and ecosystem dynamics: past, present, future Douglas White 2-21-07 Workshop on aspects of Social and Socio-Environmental Dynamics School of Human Evolution and ...

Urban and ecosystem dynamics: past, present, future Douglas White 2-21-07 Workshop on aspects of Social and Socio-Environmental Dynamics School of Human Evolution and ...

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Gurmeet Singh Manku PowerPoint PPT Presentation

Gurmeet Singh Manku - Frequency Counts over Data Streams Gurmeet Singh Manku Stanford University, USA

Frequency Counts over Data Streams Gurmeet Singh Manku Stanford University, USA

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Web Caching - Web Caching

Web Caching

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The Semantic Web in use: Analyzing FOAF Documents PowerPoint PPT Presentation

The Semantic Web in use: Analyzing FOAF Documents - The Semantic Web in use: Analyzing FOAF Documents Li Ding, Lina Zhou, Tim Finin and Anupam Joshi University of Maryland, Baltimore County DARPA contract F30602-00 ...

The Semantic Web in use: Analyzing FOAF Documents Li Ding, Lina Zhou, Tim Finin and Anupam Joshi University of Maryland, Baltimore County DARPA contract F30602-00 ...

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If all the settlements of a country are ranked according to population size, the sizes of the settle PowerPoint PPT Presentation

If all the settlements of a country are ranked according to population size, the sizes of the settle - The primate city is commonly at least twice as large as the next largest city ... A huge dichotomy exists between Bangkok (5.9 million) and Thailand's second city, ...

The primate city is commonly at least twice as large as the next largest city ... A huge dichotomy exists between Bangkok (5.9 million) and Thailand's second city, ...

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On Filter Effects in Web Caching Hierarchies PowerPoint PPT Presentation

On Filter Effects in Web Caching Hierarchies - Size-based GD-Size (favours smaller docs) Analyze workload characteristics. 14 ... GD-Size GD-Size provided better performance in hit ratio, but with some ...

Size-based GD-Size (favours smaller docs) Analyze workload characteristics. 14 ... GD-Size GD-Size provided better performance in hit ratio, but with some ...

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A Distributed Search Service for P2P File Sharing in Mobile Applications PowerPoint PPT Presentation

A Distributed Search Service for P2P File Sharing in Mobile Applications - A Distributed Search Service for P2P File Sharing in Mobile Applications 4 September, 2003 Authors - Christoph Lindemann and Oliver P. Waldhorst, University of ...

A Distributed Search Service for P2P File Sharing in Mobile Applications 4 September, 2003 Authors - Christoph Lindemann and Oliver P. Waldhorst, University of ...

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Gene Selection For Discriminant Microarray Data Analyses PowerPoint PPT Presentation

Gene Selection For Discriminant Microarray Data Analyses - 1991: high-density DNA-synthetic chemistry (Affymetrix/oligo chips) ... 'frustra fit per plura quod potest fieri per pauciora' (it is vain to do with ...

1991: high-density DNA-synthetic chemistry (Affymetrix/oligo chips) ... 'frustra fit per plura quod potest fieri per pauciora' (it is vain to do with ...

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Measurement, Modeling, and Analysis of a PeertoPeer File sharing Workload - Analyze a 200-day trace of Kazaa traffic at the University of Washington ... The Web is an interactive system, whereas Kazaa is a batch-mode delivery system ...

Analyze a 200-day trace of Kazaa traffic at the University of Washington ... The Web is an interactive system, whereas Kazaa is a batch-mode delivery system ...

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Modeling and Caching of P2P Traffic. Osama Saleh. Thesis De PowerPoint PPT Presentation

Modeling and Caching of P2P Traffic. Osama Saleh. Thesis De - Modeling and Caching of P2P Traffic. Osama Saleh. Thesis Defense and Seminar. 21 November 2006 ... Modified Limewire (Gnutella) to: Run in super peer mode ...

Modeling and Caching of P2P Traffic. Osama Saleh. Thesis Defense and Seminar. 21 November 2006 ... Modified Limewire (Gnutella) to: Run in super peer mode ...

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Lotkaian Informetrics and applications to social networks PowerPoint PPT Presentation

Lotkaian Informetrics and applications to social networks - Lotkaian Informetrics and applications to social networks L. Egghe Chief Librarian Hasselt University Professor Antwerp University Editor-in-Chief Journal of ...

Lotkaian Informetrics and applications to social networks L. Egghe Chief Librarian Hasselt University Professor Antwerp University Editor-in-Chief Journal of ...

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Text Mining - Text Mining Dr Eamonn Keogh Computer Science & Engineering Department University of California - Riverside Riverside,CA 92521 eamonn@cs.ucr.edu Text Mining ...

Text Mining Dr Eamonn Keogh Computer Science & Engineering Department University of California - Riverside Riverside,CA 92521 eamonn@cs.ucr.edu Text Mining ...

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Zipf PowerPoint PPT Presentations