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ICDE
2012
IEEE
252views Database» more  ICDE 2012»
11 years 7 months ago
Fuzzy Joins Using MapReduce
—Fuzzy/similarity joins have been widely studied in the research community and extensively used in real-world applications. This paper proposes and evaluates several algorithms f...
Foto N. Afrati, Anish Das Sarma, David Menestrina,...
SIGMOD
2010
ACM
208views Database» more  SIGMOD 2010»
13 years 9 months ago
Efficient parallel set-similarity joins using MapReduce
Rares Vernica, Michael J. Carey, Chen Li
SIGMOD
2011
ACM
299views Database» more  SIGMOD 2011»
12 years 7 months ago
Processing theta-joins using MapReduce
Joins are essential for many data analysis tasks, but are not supported directly by the MapReduce paradigm. While there has been progress on equi-joins, implementation of join alg...
Alper Okcan, Mirek Riedewald
CORR
2010
Springer
205views Education» more  CORR 2010»
13 years 4 months ago
Behavioral Simulations in MapReduce
In many scientific domains, researchers are turning to large-scale behavioral simulations to better understand real-world phenomena. While there has been a great deal of work on s...
Guozhang Wang, Marcos Antonio Vaz Salles, Benjamin...
SIGMOD
2010
ACM
277views Database» more  SIGMOD 2010»
13 years 9 months ago
A comparison of join algorithms for log processing in MaPreduce
The MapReduce framework is increasingly being used to analyze large volumes of data. One important type of data analysis done with MapReduce is log processing, in which a click-st...
Spyros Blanas, Jignesh M. Patel, Vuk Ercegovac, Ju...