203 citations · 230 across the 4 of their papers we have counts for
4 papers · 1 filter
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…
FITing-Tree: A Data-aware Index Structure
Alex Galakatos, Michael Markovitch, Carsten Binnig +2
Index structures are one of the most important tools that DBAs leverage to improve the performance of analytics and transactional workloads. However, building several indexes over…
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…
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…