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MapReduce Design Patterns

Austin ACM SIGKDD is starting a weekly series on MapReduce Design Patterns. It is based on the book, "MapReduce Design Patterns" by Donald Miner and Adam Shook.

We will meet either on Wednesday nights at 7:00 or Saturday at 1:00, depending on the availability of the meeting room at Northwest recreation center.

Textbooks MapReduce Design Patterns: Building Effective Algorithms and Analytics for Hadoop and Other Systems by Donald Miner and Adam Shook http://www.amazon.com/MapReduce-Design-Patterns-Effective-Algorithms/dp/1449327176/ref=sr_1_4?ie=UTF8&qid=1355520026&sr=8-4&keywords=hadoop

Hadoop: The Definitive Guide, 3rd ed., by Tom White http://www.amazon.com/Hadoop-Definitive-Guide-Tom-White/dp/1449311520/ref=sr_1_1?ie=UTF8&qid=1355520684&sr=8-1&keywords=hadoop

Syllabus

Wednesday, 1/23/2013, 7:00, Northwest Recreation Center, Week 1 - Overview of Hadoop - from Hadoop: The Definitive Guide by Tom White

Wednesday, 1/30/2013, 7:00, Northwest Recreation Center, Week 2 - Hadoop API, Readers and Writers - from Hadoop: The Definitive Guide by Tom White

Wednesday, 2/06/2013, 7:00, Northwest Recreation Center, Week 3 - Numerical Summarizations Pattern

Saturday, 2/16/2012, 1:00, Northwest Recreation Center, Week 4 - Inverted Index Summarizations Pattern

Saturday, 2/16/2012, 1:00, Northwest Recreation Center, Week 5 - Counting with Counters Pattern

Saturday, 2/16/2012, 1:00, Northwest Recreation Center, Week 6 - Filtering Pattern

Week 7 - Bloom Filtering Pattern

Week 8 - Top Ten Pattern

Week 9 - Distinct Pattern

Week 10 - Structured to Hierarchical Pattern

Week 11 - Partitioning Pattern

Week 12 - Binning Pattern

Week 13 - Total Order Sorting Pattern

Week 14 - Shuffling Pattern

Week 15 - Reduce Side Join Pattern

Week 16 - Replicated Join Pattern

Week 17 - Composite Join Pattern

Week 18 - Cartesian Produce Pattern

Week 19 - Job Chaining Pattern

Week 20 - Chain Folding Pattern

Week 21 - Job Merging Pattern

Week 22 - Custom Input and Output in Hadoop Pattern

Week 23 - Generating Data Pattern

Week 24 - External Source Output Pattern

Week 25 - External Source Input Pattern

Week 26 - Partition Prunning Pattern

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