Practicals - Large Systems

Saturday, June 2, 2007

MapReduce

Slide: MapReduce: Simplified Data Processing on Large Clusters
Wikipedia: MapReduce

Original Paper

Sample Uses of MapReduce in Google Source Tree

distributed grep,
term-vector per host,
document clustering
...

distributed sort,
web access log stats,
machine learning,
...

web link-graph reversal,
inverted index construction,
statistical machine translation,
...

Function as First Class

Can Your Programming Language Do This? - Joel Spolsky
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      • MapReduce
      • Sample Uses of MapReduce in Google Source Tree
      • Function as First Class

About Me

Simplicio Gamboa III
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  • Steve Souders
  • Greg Linden
  • Jeff Dean
  • High Scalability

References

  • Database Partitioning
  • How FriendFeed Uses MySQL
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