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Graph Processing & Bulk Synchronous Parallel Model

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Recap: <strong>Graph</strong> Algorithms <br />

• Many graph algorithms need iteraFve computaFon <br />

• No naFve support for iteraFon in Map-­‐Reduce <br />

– Each iteraFon writes/reads data from disk leading to overheads <br />

– Need to design algorithms that can minimize number of iteraFons <br />

Lecture 14 : 590.02 Spring 13 <br />

2

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