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titleconferencedate
How to Analyze Terabytes of Data from GitHub Archive at High SpeedDevConf.CZ 20262026-06-18
GitHub Archive data at https://gharchive.org contains about 1.3 billion events and roughly 2 TB of JSON‑lines per year and wide events can exceed 400 fields…
Talk on
How to Analyze Terabytes of Data from GitHub Archive at High SpeedBig Data Conference Europe 20252025-11-19
Shows a working pipeline that loads gharchive JSON lines, stores them in Victoria Locks, and runs real queries on a playground backed by a single Kubernetes…
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Lightning Talk: How to detect and delete unused metrics?PromCon EU 20252025-10-21
Unused metrics consume memory and disk; two practical detection methods are proposed: the manual method that pulls all metric names from…
Lightning on
How to Efficiently Manage Logs in Large-Scale Kubernetes ClustersDevConf.CZ 20252025-06-12
Compares ElasticSearch, Grafana Loki and VictoriaLogs with concrete benchmarks: claims 10x+ infrastructure savings, shows a real case where VictoriaLogs…
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Large-Scale Logging Made EasyBig Data & RPA Conference Europe 20242024-11-19
Claims an open source system named Victoria Logs that runs on a laptop and in production, stores terabytes by using 50× compression on typical Kubernetes logs…
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Optimizing PromQL QueriesPromCon EU 20242024-09-11
Shows that dividing a metric filtered by instance by an unfiltered metric causes the engine to fetch hundreds or thousands of series only to keep one, wasting…
Lightning on
More efficient string interningPromCon EU 20242024-09-11
Shows a concrete Go implementation change: replacing a naive sync.Map interner with a specialized two-part map (mutable recent map plus replaceable read-only…
Lightning on
Large-scale logging made easyOpen Source Monitoring Conference 20232023-11-07
VictoriaLogs is a single binary log database that accepts Filebeat/Fluentd/Logstash/Vector/Promtail input, exposes an HTTP API and a LogsQL query language, and…
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VictoriaMetrics: scaling to 100 million metrics per second (EN)OSMC 20222022-11-14
VictoriaMetrics is a Go time-series DB with single-node and cluster modes, optimized for parallel parsing, per-core compression and lock-free buffers…
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How ClickHouse® Inspired Us to Build a High Performance Time Series DatabaseOSA Con 20212021-11-02
Explains how VictoriaMetrics copies ClickHouse ideas into a real TSDB: Prometheus-compatible ingestion with high-frequency inserts, a custom on-disk layout…
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