Lecture Notes and Handouts

Lecture material is mostly home grown, partly taken with permission and courtesy from Professor Shih-Wei Liao of NTU. Lecture notes are placed in here for your reference AFTER the class.  Some interesting Web resources are placed in the reference page.

Lecture Notes

• Lecture00: Course information (00CourseInfo.pdf)
• Lecture01: Introduction (01Introduction.pdf)
• Lecture02: General Purpose Computing Systems I: MapReduce and Hadoop (02GP-MR&Hadoop.pdf)
• Lecture03: General Purpose Computing Systems II: In-memory Computation and Spark (03GP-Spark.pdf)
• Lecture04: Big Data Storage I: GFS and Colossus (04BigDataStorage1-GFS&Colossus.pdf)
• Lecture05: Big Data Storage II: HDFS (05BigDataStorage2-HDFS.pdf)
• Lecture06: Structured Big Data I: Bigtable and HBase (06StructuredBD1-Bigtable&HBase.pdf)
• Lecture07: Structured Big Data II: NoSQL (07StructuredBD2-NoSQL.pdf)
• Lecture08: Large Graph Processing I: Pregel and Hama (08LargeGraph1-Pregel&Hama.pdf)
• Lecture09: Large Graph Processing II: GraphLab (09LargeGraph2-GraphLab.pdf)
• Lecture10: Big Stream Processing I: Introduction and Storm (10BigStream1-Intro&Storm.pdf)
• Lecture11: Big Stream Processing II: Spark Streaming (11BigStream2-SparkStreaming.pdf)