382 citations · 1.8k across the 59 of their papers we have counts for
4 papers · 2 filters
Controlling False Discoveries During Interactive Data Exploration
Zheguang Zhao, Lorenzo De Stefani, Emanuel Zgraggen +3
Recent tools for interactive data exploration significantly increase the chance that users make false discoveries. The crux is that these tools implicitly allow the user to test a…
A Data Quality Metric (DQM): How to Estimate The Number of Undetected Errors in Data Sets
Yeounoh Chung, Sanjay Krishnan, Tim Kraska
Data cleaning, whether manual or algorithmic, is rarely perfect leaving a dataset with an unknown number of false positives and false negatives after cleaning. In many scenarios, q…
Revisiting Reuse in Main Memory Database Systems
Kayhan Dursun, Carsten Binnig, Ugur Cetintemel +1
Reusing intermediates in databases to speed-up analytical query processing has been studied in the past. Existing solutions typically require intermediate results of individual ope…
The End of a Myth: Distributed Transactions Can Scale
Erfan Zamanian, Carsten Binnig, Tim Kraska +1
The common wisdom is that distributed transactions do not scale. But what if distributed transactions could be made scalable using the next generation of networks and a redesign of…