124 citations · 256 across the 12 of their papers we have counts for
3 papers · 1 filter
Accelerating Graph Sampling for Graph Machine Learning using GPUs
Abhinav Jangda, Sandeep Polisetty, Arjun Guha +1
Representation learning algorithms automatically learn the features of data. Several representation learning algorithms for graph data, such as DeepWalk, node2vec, and GraphSAGE, s…
Aion: Better Late than Never in Event-Time Streams
Sérgio Esteves, Gianmarco De Francisci Morales, Rodrigo Rodrigues +2
Processing data streams in near real-time is an increasingly important task. In the case of event-timestamped data, the stream processing system must promptly handle late events th…
PushdownDB: Accelerating a DBMS using S3 Computation
Xiangyao Yu, Matt Youill, Matthew Woicik +4
This paper studies the effectiveness of pushing parts of DBMS analytics queries into the Simple Storage Service (S3) engine of Amazon Web Services (AWS), using a recently released…