OyuAI Field Notes https://oyu.ai/blog/ Use cases, network practices, and engineering notes from the OyuAI team. en-us Fri, 21 Aug 2026 03:19:14 GMT <![CDATA[Field Notes from OyuAI]]> https://oyu.ai/blog/welcome-to-field-notes/ https://oyu.ai/blog/welcome-to-field-notes/ Sun, 17 May 2026 00:00:00 GMT Notes and practices from building and deploying QuantumFlow. How we compress network data, map infrastructure, and help teams find root cause in minutes. Company contact@oyu.ai (OyuAI Team) <![CDATA[NetFlow Monitoring at Scale: Flow Deduplication and Flow Aggregation with QuantumFlow Enterprise]]> https://oyu.ai/blog/netflow-flow-deduplication-aggregation/ https://oyu.ai/blog/netflow-flow-deduplication-aggregation/ Fri, 23 Jan 2026 00:00:00 GMT Why NetFlow datasets explode at scale, and how flow deduplication and aggregation in QuantumFlow Enterprise keep Elasticsearch and ClickHouse pipelines fast, lean, and predictable. Network intelligence contact@oyu.ai (OyuAI Team) <![CDATA[NetFlow Breakthrough: 1.3M Flows/sec on One Box]]> https://oyu.ai/blog/netflow-1-3m-flows-per-second/ https://oyu.ai/blog/netflow-1-3m-flows-per-second/ Sun, 18 Jan 2026 00:00:00 GMT QuantumFlow v0.8.0 sustains 1,332,290 flows per second on a single 96-core box — and delivers up to 10× the CPU efficiency of v0.6.0. Releases contact@oyu.ai (OyuAI Team) <![CDATA[The Search Latency Impact of LogsDB]]> https://oyu.ai/blog/logsdb-search-latency/ https://oyu.ai/blog/logsdb-search-latency/ Mon, 19 Aug 2024 00:00:00 GMT Benchmarking LogsDB query latency under DEFLATE vs LZ4 — and why switching codecs unlocks ~30% faster queries for less than 1% storage cost. Engineering contact@oyu.ai (Alexander Germain) <![CDATA[How you can save at least 50% by enabling LogsDB index mode]]> https://oyu.ai/blog/logsdb-50-percent-storage-savings/ https://oyu.ai/blog/logsdb-50-percent-storage-savings/ Mon, 19 Aug 2024 00:00:00 GMT How LogsDB cuts Elasticsearch hot and warm tier cloud storage costs in half — concrete numbers across 100 TB, 200 TB, 400 TB, and 1 PB workloads. Engineering contact@oyu.ai (Alexander Germain) <![CDATA[Elasticsearch vs Splunk vs Elasticsearch with LogsDB]]> https://oyu.ai/blog/elasticsearch-vs-splunk-vs-logsdb/ https://oyu.ai/blog/elasticsearch-vs-splunk-vs-logsdb/ Mon, 19 Aug 2024 00:00:00 GMT Why LogsDB-enabled Elasticsearch beats Splunk and standard Elasticsearch on storage footprint, exploration speed, and licensing economics for high-volume log workloads. Engineering contact@oyu.ai (Alexander Germain)