Seminar in advanced topics in data structures (0368.434.301) Fall 2003
Guidlines and bibliography
Monday 14-16 Physics 222
Papers:
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Approximate Frequency Counts over Data Streams
Gurmeet Singh Manku, Rajeev Motwani
Presentation by Michal Spivak
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Finding frequent items in data streams
M. Charikar, K. Chen and M. Farach-Colton
Presentation by Amir Rothschild
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What?s Hot and What?s Not: Tracking Most Frequent Items Dynamically
G. Cormode, M. Muthukrishnan
Presentation by Tal Sterenzy
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Approximate Medians and other Quantiles in One Pass and with Limited Memory
Gurmeet Singh Manku, Sridhar Rajagopalan, Bruce G. Lindsay
Presentation by Eitan Ben Amos
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Space-Efficient Online Computation of Quantile Summaries
M. Greenwald, S. Khanna
Presentation by Nir Levy
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How to Summarize the Universe: Dynamic Maintenance of Quantiles
Anna C. Gilbert, Yannis Kotidis, S. Muthukrishnan, Martin J. Strauss
Presentation by Itay Malinger
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The space complexity of approximating the frequency moments
Noga Alon, Yossi Matias, Mario Szegedy
Presentation by Ishay Haviv
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Maintaining Stream Statistics over Sliding Windows
Mayur Datar, Aristides Gionis, Piotr Indyk, Rajeev Motwani
Presentation by Adam Morrison
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Maintaining variance and k-medians over data stream windows
B. Babcock, M. Datar, R. Motwani, L. O'Callaghan
Presentation by Anat Rapoport
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Stable distributions, pseudorandom generators, embeddings and data
stream computation
Piotr Indyk
Presentation by Arik Chikvashvili and Amichai Worma (Andy)
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Size-estimation framework with applications to transitive closure and reachability
Edith Cohen
Presentation by Maxim Kalaev
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The Bloomier Filter: An Efficient Data Structure for Static Support Lookup Tables
Bernard Chazelle, Joe Kilian, Ronitt Rubinfeld and Ayellet Tal
Presentation by Lilach Bien
Surveys: