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12/20/2022
Tuning the Tail Latency of Distributed Queries Using Replication
Querying graph data with low latency is an important requirement in appl...
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05/05/2021
Scalable Graph Neural Network Training: The Case for Sampling
Graph Neural Networks (GNNs) are a new and increasingly popular family o...
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09/14/2020
NextDoor: GPU-Based Graph Sampling for Graph Machine Learning
Representation learning is a fundamental task in machine learning. It co...
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03/07/2020
Aion: Better Late than Never in Event-Time Streams
Processing data streams in near real-time is an increasingly important t...
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02/14/2020
PushdownDB: Accelerating a DBMS using S3 Computation
This paper studies the effectiveness of pushing parts of DBMS analytics ...
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10/13/2019
LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans
The specific characteristics of graph workloads make it hard to design a...
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04/05/2018