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TwitC posted this on 07/28/2011
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OReilly Webcast Probabilistic Data Structures and Breaking Down Big Sequence Data
Posted by TwitC on 07/28/2011
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Presented by Dr. C. Titus Brown. Many data analysis problems are not easily parallelizable, often because the relevant analyses require an all-by-all analysis step. Applying heuristics often requires approximation, which introduces errors, noise, and bias. Recently, in confronting the sequence assembly problem, Dr. C. Titus Brown's lab has applied probabilistic data structures as a lightweight and scalable approach to taking large assembly graphs and partitioning them so that they can be treated independently.
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