LISA: A Case For Learned Index based Acceleration of Biological Sequence Analysis
Darryl Ho, Saurabh Kalikar, Sanchit Misra, Jialin Ding, Vasimuddin Md, Nesime Tatbul, Heng Li, Tim Kraska
The paper introduces LISA, a machine learning-based index for accelerating sequence search in genomics, showing performance improvements over traditional indexes in various case studies.
bioRxiv · Dec 22, 2020 · PreprintBioinformatics