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cs.DC2012★ 30 cited
Complexity Measures for Map-Reduce, and Comparison to Parallel Computing
Ashish Goel, Kamesh Munagala
The programming paradigm Map-Reduce and its main open-source implementation, Hadoop, have had an enormous impact on large scale data processing. Our goal in this expository writeup…
cs.DC2012★ 2 cited
Efficient Distributed Locality Sensitive Hashing
Bahman Bahmani, Ashish Goel, Rajendra Shinde
Distributed frameworks are gaining increasingly widespread use in applications that process large amounts of data. One important example application is large scale similarity searc…