OSS + ELC EU 2026

Have you ever run a global pattern search or database scan across a large cluster, only to watch your application latency skyrocket and healthy nodes suddenly drop offline?

When applications outgrow a single instance, global data scanning becomes a major distributed systems bottleneck. High-level frameworks try to mask this complexity with simple abstractions, forcing the client driver to execute a "scatter-gather" pattern: fanning out parallel cursor queries to thousands of logical shards and merging the reactive results on the fly. If designed naively, a single slow shard or an unindexed query can exhaust the client's connection pool, leak memory, and starve production read/write traffic.

In this practical, code-focused session, we will open up the engine hood of high-performance drivers using live examples from the Valkey-Glide ecosystem. We will show you how to safely bridge high-level data abstractions down to sharded sockets without risking cascading timeouts.
Come Join us, to build Resilient Cluster Scans Without Starving Shards!