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Batch algorithm - PowerPoint PPT Presentation

Detecting Near-Duplicates for Web Crawling

Detecting Near-Duplicates for Web Crawling. Gurmeet Singh Manku (Google) Arvind Jain (Google) Anish Das Sarma (Stanford University). What are Near-Duplicates?. Identical content, but differ in small portion of document Advertisements Counters Timestamps. Near-Duplicates: Why and How?.

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317 views • 31 slides

Batching

Within each batch: Semantics: each query must be evaluated No overlapping windows Queries are cindependent . Batching. If queries are indendent , the batch version would just use the non-batch algorithm for each query. Stream windows. Time. ANY alert. To correlate queries:

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218 views • 3 slides

Conversion of the Sequential Filter into an Epoch State Filter

Conversion of the Sequential Filter into an Epoch State Filter. Assume that we wish to compute. using the sequential instead of the batch algorithm. Given a set of initial conditions:. There is no obs at so we first do a measurement update. Compute:.

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150 views • 3 slides

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Batch algorithm - PowerPoint PPT Presentation

Detecting Near-Duplicates for Web Crawling

Batching

Conversion of the Sequential Filter into an Epoch State Filter