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Found 4 papers, 2 papers with code
Lightweight Correlation-Aware Table Compression
The growing adoption of data lakes for managing relational data necessitates efficient, open storage formats that provide high scan performance and competitive compression ratios.
The Case for Learned Spatial Indexes
This exponential growth in spatial data has led the research community to focus on building systems and applications that can process spatial data efficiently.
RadixSpline: A Single-Pass Learned Index
Recent research has shown that learned models can outperform state-of-the-art index structures in size and lookup performance.
SOSD: A Benchmark for Learned Indexes
A groundswell of recent work has focused on improving data management systems with learned components.
