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The Case for Learned Spatial Indexes

Aug 24, 2020
Varun Pandey, Alexander van Renen, Andreas Kipf, Ibrahim Sabek, Jialin Ding, Alfons Kemper


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Tsunami: A Learned Multi-dimensional Index for Correlated Data and Skewed Workloads

Jun 23, 2020
Jialin Ding, Vikram Nathan, Mohammad Alizadeh, Tim Kraska


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Learning Multi-dimensional Indexes

Dec 03, 2019
Vikram Nathan, Jialin Ding, Mohammad Alizadeh, Tim Kraska


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LISA: Towards Learned DNA Sequence Search

Oct 10, 2019
Darryl Ho, Jialin Ding, Sanchit Misra, Nesime Tatbul, Vikram Nathan, Vasimuddin Md, Tim Kraska


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ALEX: An Updatable Adaptive Learned Index

May 21, 2019
Jialin Ding, Umar Farooq Minhas, Hantian Zhang, Yinan Li, Chi Wang, Badrish Chandramouli, Johannes Gehrke, Donald Kossmann, David Lomet


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