Get Savvy

Whitepapers & eBooks

• MapReduce: Simplified Data Processing on Large Clusters
  (Google)

• Using SQL-MapReduce for Advanced Analytical Queries
  (Analyst Rick F. van der Lans and Aster Data)

• Google’s MapReduce Programming Model – Revisited
  (Microsoft Corp.)

• Improving MapReduce Performance in Heterogeneous Environments
  (Usenix)

• Data-Intensive Text Processing with MapReduce
  (University of Maryland, College Park)

• SQL-MapReduce: Deriving Deep Insights from Large Datasets
  (Aster Data)

Research Notes

• Map-Reduce for Machine Learning on Multicore
  (Stanford University)

• SQL/MapReduce: A practical approach to self describing, polymorphic, and parallelizable user defined functions
  (Aster Data)

• The Architecture of PIER: An Internet-Scale Query Processor
  (UC Berkeley and Intel Research Berkeley)

• Minimizing View-Sets without losing Query-Answering power
  (Association for Computing Machinery - Special Interest Group on Management of Data - ACM Sigmod)

• Querying at Internet-Scale
  (UC Berkeley and Intel Research Berkeley)

Webcasts & Podcasts

• Mastering MapReduce Webinar Series, Session 2 - "Supercharging Customer/Data Analytics with MapReduce"
  (Aster Data)

• Mastering MapReduce Webinar Series, Session 1 - “Big Data Reality: The Role of MapReduce in Big Data Management and Analysis"
  (Aster Data)

• Hadoop Training: MapReduce and HDFS
  (Cloudera)

• MapReduce for Data Warehousing and Analytics
  (Aster Data)

• Intro to In-Database MapReduce
  (Aster Data)

Videos and Presentations

• MapReduce Basics & Uses (ppt)
  (Monash Research)

• Data-Intensive Text Processing with MapReduce (pdf)
  (University of Maryland)

• SQL-MapReduce Case Study - Sharing Behavior (video)
  (Aster Data)

• Cluster Computing and MapReduce Lecture 1 (video)
  (Google)

• Cluster Computing and MapReduce Lecture 2 (video)
  (Google)

• Cluster Computing and MapReduce Lecture 3 (video)
  (Google)

• Cluster Computing and MapReduce Lecture 4 (video)
  (Google)

• Cluster Computing and MapReduce Lecture 5 (video)
  (Google)

• Hadoop Training: Writing MapReduce Programs (pdf)
  (Cloudera)

Additional Resources

• Google Labs MapReduce Resource
  (Google)

• Distributed Scalable Computing & Applications Professional - Hadoop, MapReduce, VLDB
  (LinkedIn)

• Stanford Paper on MapReduce
  (Stanford University)

• MapReduce: Simplified Data Processing on Large Clusters
  (Google)

• WikiPedia MapReduce Page
  (WikiPedia)

• Apache Hadoop Website
  (Apache)