130 citations · 606 across the 44 of their papers we have counts for
6 papers · 2 filters
Extracting Syntactic Patterns from Databases
Andrew Ilyas, Joana M. F. da Trindade, Raul Castro Fernandez +1
Many database columns contain string or numerical data that conforms to a pattern, such as phone numbers, dates, addresses, product identifiers, and employee ids. These patterns ar…
Unsupervised String Transformation Learning for Entity Consolidation
Dong Deng, Wenbo Tao, Ziawasch Abedjan +7
Data integration has been a long-standing challenge in data management with many applications. A key step in data integration is entity consolidation. It takes a collection of clus…
Version 0.1 of the BigDAWG Polystore System
Vijay Gadepally, Kyle OBrien, Adam Dziedzic +7
A polystore system is a database management system (DBMS) composed of integrated heterogeneous database engines and multiple programming languages. By matching data to the storage…
SilkMoth: An Efficient Method for Finding Related Sets with Maximum Matching Constraints
Dong Deng, Albert Kim, Samuel Madden +1
Determining if two sets are related - that is, if they have similar values or if one set contains the other - is an important problem with many applications in data cleaning, data…
INGESTBASE: A Declarative Data Ingestion System
Alekh Jindal, Jorge-Arnulfo Quiane-Ruiz, Samuel Madden
Big data applications have fast arriving data that must be quickly ingested. At the same time, they have specific needs to preprocess and transform the data before it could be put…
BigDAWG Polystore Release and Demonstration
Kyle OBrien, Vijay Gadepally, Jennie Duggan +7
The Intel Science and Technology Center for Big Data is developing a reference implementation of a Polystore database. The BigDAWG (Big Data Working Group) system supports "many si…