51 citations · 110 across the 6 of their papers we have counts for
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cs.DB2013★ 1 cited
Revisiting Aggregation for Data Intensive Applications: A Performance Study
Jian Wen, Vinayak R. Borkar, Michael J. Carey +1
Aggregation has been an important operation since the early days of relational databases. Today's Big Data applications bring further challenges when processing aggregation queries…
cs.DC2013★ 26 cited
Iterative MapReduce for Large Scale Machine Learning
Joshua Rosen, Neoklis Polyzotis, Vinayak Borkar +5
Large datasets ("Big Data") are becoming ubiquitous because the potential value in deriving insights from data, across a wide range of business and scientific applications, is incr…