CS246H
Mining Massive Data Sets: Hadoop Labs
Winter 2015
Handouts
Homeworks
- Homework 0 in CS246.
- Homework 1 Hadoop Streaming.
- Homework 2 Combiners.
- Homework 3 Counters.
- Homework 4 Partitioners.
- Homework 5 Custom Writables.
- Homework 6 Sequence Files and Compression.
Lecture notes
- 01/07: Introduction Slides: Introduction to Hadoop
- 01/14: Writing MapReduce Jobs Slides: Writing MapReduce Jobs in Java
- 01/21: Delving Deeper Slides: Delving Deeper into the API and Practical Considerations
- 01/28: Common Algorithms Slides: Implementing Common Algorithms in MapReduce
- 02/04: Other Tools Slides: Sqoop, Flume, Oozie, and intro to Pig
- 02/11: Pig Latin Slides: Pig Latin Syntax
- 02/18: Pig and Hive Slides: Pig UDFs and Hive
- 02/25: Hive Slides: Hive
- 03/04: Hive & Impala Slides: Hive Optimization & Impala
- 03/11: Spark, Mahout, etc. Slides: Crunch, Spark, Mahout, et al