Data Science
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Big data algorithms and data structures for large scale graphs (DUMP 2014, Alexey Zinoviev)

Alexey Zinoviev presents graph processing tools and new algorythms for shortest path problem on the DUMP-2014 (popular Ural IT conference) Keywords: Pregel, ...
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Apache Hadoop YARN: How YARN changed Hadoop from v1 to v2

Learn about the impact of Apache Hadoop YARN on Hadoop, and how it transforms Hadoop 2 into a Data Operating System.
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Apache Tez: Accelerating Hadoop Query Processing

Tez is the next generation Hadoop Query Processing framework written on top of YARN. Computation topologies in higher level languages like Pig/Hive can be na...
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Bay Area Spark Meetup: Stores, Monoids and Dependency Injection - Abstractions for Spark

At this Apache Spark community meetup, Ryan Weald presents an extended version of the talk he gave at Spark Summit 2013. The meetup was hosted by Sharethroug...
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Avery Ching Hadoop Summit 2011 Giraph: Large-scale graph processing on Hadoop

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2014 January - Tree and Graph Processing on Hadoop

This is a quick summary of how to store tree and graph data in HDFS and HBase followed by a discussion about how to process that information using several Ha...
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Apache Mahout Recommender Introduction

Introduction to the recommendation capability of Apache Mahout using an example of the engine recommending to users movies to buy based on their preferences ...
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Bay Area Spark Meetup: Adding Native SQL Support to Spark with Catalyst

Adding Native SQL Support to Spark with Catalyst By Michael Armburst Twitter: @michaelarmbrust Slides: http://bit.ly/1mWnHGy Host: Tagged, San Francisco In this talk I'll describe Spark...
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