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04/04/2023
DLRover: An Elastic Deep Training Extension with Auto Job Resource Recommendation
The cloud is still a popular platform for distributed deep learning (DL)...
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10/05/2021
Scalable Relational Query Processing on Big Matrix Data
The use of large-scale machine learning methods is becoming ubiquitous i...
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07/05/2021
PandaDB: Understanding Unstructured Data in Graph Database
At present, graph model is widely used in many applications, such as kno...
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08/29/2020
STULL: Unbiased Online Sampling for Visual Exploration of Large Spatiotemporal Data
Online sampling-supported visual analytics is increasingly important, as...
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01/19/2020
SQLFlow: A Bridge between SQL and Machine Learning
Industrial AI systems are mostly end-to-end machine learning (ML) workfl...
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08/01/2019
A Natural-language-based Visual Query Approach of Uncertain Human Trajectories
Visual querying is essential for interactively exploring massive traject...
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07/08/2019
LocationSpark: In-memory Distributed Spatial Query Processing and Optimization
Due to the ubiquity of spatial data applications and the large amounts o...
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07/08/2019