26 citations · 56 across the 7 of their papers we have counts for
7 papers
DBPal: Weak Supervision for Learning a Natural Language Interface to Databases
Nathaniel Weir, Andrew Crotty, Alex Galakatos +9
This paper describes DBPal, a new system to translate natural language utterances into SQL statements using a neural machine translation model. While other recent approaches use ne…
An End-to-end Neural Natural Language Interface for Databases
Prasetya Utama, Nathaniel Weir, Fuat Basik +6
The ability to extract insights from new data sets is critical for decision making. Visual interactive tools play an important role in data exploration since they provide non-techn…
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 Slow Networks: It's Time for a Redesign
Carsten Binnig, Andrew Crotty, Alex Galakatos +2
Next generation high-performance RDMA-capable networks will require a fundamental rethinking of the design and architecture of modern distributed DBMSs. These systems are commonly…
S-Store: Streaming Meets Transaction Processing
John Meehan, Nesime Tatbul, Stan Zdonik +10
Stream processing addresses the needs of real-time applications. Transaction processing addresses the coordination and safety of short atomic computations. Heretofore, these two mo…
Tupleware: Redefining Modern Analytics
Andrew Crotty, Alex Galakatos, Kayhan Dursun +3
There is a fundamental discrepancy between the targeted and actual users of current analytics frameworks. Most systems are designed for the data and infrastructure of the Googles a…
The VC-Dimension of Queries and Selectivity Estimation Through Sampling
Matteo Riondato, Mert Akdere, Ugur Cetintemel +2
We develop a novel method, based on the statistical concept of the Vapnik-Chervonenkis dimension, to evaluate the selectivity (output cardinality) of SQL queries - a crucial step i…