34 citations · 60 across the 13 of their papers we have counts for
3 papers · 1 filter
RETRO: Relation Retrofitting For In-Database Machine Learning on Textual Data
Michael Günther, Maik Thiele, Wolfgang Lehner
There are massive amounts of textual data residing in databases, valuable for many machine learning (ML) tasks. Since ML techniques depend on numerical input representations, word…
Conjunctive Queries with Theta Joins Under Updates
Muhammad Idris, Martín Ugarte, Stijn Vansummeren +2
Modern application domains such as Composite Event Recognition (CER) and real-time Analytics require the ability to dynamically refresh query results under high update rates. Tradi…
Persistent Buffer Management with Optimistic Consistency
Lucas Lersch, Wolfgang Lehner, Ismail Oukid
Finding the best way to leverage non-volatile memory (NVM) on modern database systems is still an open problem. The answer is far from trivial since the clear boundary between memo…