Tejas Shah

Tejas Shah

Amazon

Sr Software Engineer interested in distributed systems and vector databases

Sessions

Scale
Search

Context-Aware Segments: Solving the “Scatter-Read” Problem

Talk
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.