Tejas Shah
Sr Software Engineer interested in distributed systems and vector databases
Company/Organisation:
Amazon
Session
06-09
11:10
40min
Context-Aware Segments: Solving the "Scatter-Read" Problem
Rishav Sagar, Tejas Shah
Traditional OpenSearch segments are context-blind, scattering data across multiple segments. We introduce Context-Aware Segments (CAS), an architecture that brings "sharding" logic to the segment level. By enforcing document locality during indexing, we slashed query latency and minimized data footprint through superior pruning and compression.
Maschinenhaus