Distributed Indexing Engine

[!CAUTION] Work in Progress: This project page is currently a technical placeholder. The content below is auto-generated to demonstrate architectural patterns and does not reflect a finalized implementation.

Handling petabytes of telemetry data requires more than just standard search indexes. This project focused on building a highly optimized ingestion and query layer on top of a sharded architecture.

Technical Challenges

• Query Optimization: Implementing a coordinator that intelligently merges partial results from dozens of shards without bottlenecking on memory or CPU.
• Backpressure Handling: Developing a custom gRPC buffering system to manage bursts of search traffic without dropping critical telemetry.
• Custom Sharding Logic: Moving beyond simple hashing to a multi-dimensional sharding strategy that accounts for both temporal and service-based data locality.