26 citations · 50 across the 3 of their papers we have counts for
3 papers
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…
CoPhy: A Scalable, Portable, and Interactive Index Advisor for Large Workloads
Debabrata Dash, Neoklis Polyzotis, Anastasia Ailamaki
Index tuning, i.e., selecting the indexes appropriate for a workload, is a crucial problem in database system tuning. In this paper, we solve index tuning for large problem instanc…
Human-Assisted Graph Search: It's Okay to Ask Questions
Aditya Parameswaran, Anish Das Sarma, Hector Garcia-Molina +2
We consider the problem of human-assisted graph search: given a directed acyclic graph with some (unknown) target node(s), we consider the problem of finding the target node(s) by…