When learned indexes meet LSM-tree based systems: an empirical evaluation

• Main Author: Chen, Mengshi
• Other Authors: Luo Siqiang
• Format: Thesis-Master by Research
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Learned indexes; LSM-tree systems; Query processing and optimization; System benchmarking
• Online Access: https://hdl.handle.net/10356/178492
• Institution: Nanyang Technological University

The learned indexes have demonstrated significant performance enhancements through a computational methodology, as opposed to the traditional indexes relying on comparisons. Recent studies shed light on the benefits of learned indexes when they are embedded into LSM-tree-based storage systems, with...