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06/24/2022
VIP Hashing – Adapting to Skew in Popularity of Data on the Fly (extended version)
All data is not equally popular. Often, some portion of data is more fre...
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05/31/2022
End-to-end Optimization of Machine Learning Prediction Queries
Prediction queries are widely used across industries to perform advanced...
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03/03/2022
Query Processing on Tensor Computation Runtimes
The huge demand for computation in artificial intelligence (AI) is drivi...
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05/15/2020
Lessons learned from the early performance evaluation of Intel Optane DC Persistent Memory in DBMS
Non-volatile memory (NVM) is an emerging technology, which has the persi...
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11/01/2019
Extending Relational Query Processing with ML Inference
The broadening adoption of machine learning in the enterprise is increas...
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08/30/2019
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML
Machine learning (ML) has proven itself in high-value web applications s...
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12/01/2017