research
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10/19/2022
Fries: Fast and Consistent Runtime Reconfiguration in Dataflow Systems with Transactional Guarantees (Extended Version)
A computing job in a big data system can take a long time to run, especi...
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08/28/2022
Reshape: Adaptive Result-aware Skew Handling for Exploratory Analysis on Big Data
The process of data analysis, especially in GUI-based analytics systems,...
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01/02/2022
Optimizing Machine Learning Inference Queries with Correlative Proxy Models
We consider accelerating machine learning (ML) inference queries on unst...
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09/28/2020