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MapReduce

• General purpose massive data analysis in

brittle environments

– Commodity clusters

– Clouds

• Fault Tolerance

• Ease of use

• Apache Hadoop

– HDFS

• Microsoft DryadLINQ

MobiCloud Overcoming the challenges in Cloud-Mobile ... - salsahpc

Milind Bhandarkar (milindb@yahoo-inc.com) Y!IM ... - salsahpc

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The Chubby Lock Service - salsahpc - Indiana University

Classic cloud architecture

MapReduce • General purpose massive data analysis in brittle environments – Commodity clusters – Clouds • Fault Tolerance • Ease of use • Apache Hadoop – HDFS • Microsoft DryadLINQ

Page 1 and 2: Cloud Computing Paradigms for Pleas
Page 3 and 4: Cloud Computing • On demand compu
Page 5: Microsoft Azure Platform • Window
Page 9 and 10: Programming patterns Fault Toleranc
Page 11 and 12: Cap3 - Sequence Assembly • Assemb
Page 13 and 14: Sequence Assembly in the Clouds Cap
Page 15 and 16: GTM & MDS Interpolation • Finds a
Page 17 and 18: Dimension Reduction in the Clouds -
Page 19 and 20: Next Steps • AzureMapReduce Azure
Page 21 and 22: Conclusions • Clouds offer attrac
Page 23: • Questions? Thank You!!

slides - Salsa Group - Indiana University

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