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Probabilistic Algorithms for Fun and Pseudorandom Profit – Presentation

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Probabilistic Algorithms for Fun and Pseudorandom Profit – Presentation

There's an increasing demand for real-time data ingestion and processing. Explore some of the fundamental primitives used in stream processing and, specifically, how we can use probabilistic methods to solve the problem.

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There's an increasing demand for real-time data ingestion and processing. Systems like Apache Kafka, Samza, and Storm have become popular for this reason. This type of high-volume, online data processing presents an interesting set of new challenges, namely, how do we drink from the firehose without getting drenched? Explore some of the fundamental primitives used in stream processing and, specifically, how we can use probabilistic methods to solve the problem.


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Topics:
how-to ,algorithm ,tools ,trends ,methodology

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