How is data integration and management carried out in the VictoriaMetrics system?

VictoriaMetrics is a system for collecting, storing, and processing time-series data (metrics). Integration and data management are done as follows:

• Data collection: VictoriaMetrics accepts data via standard protocols, such as Prometheus Remote Write, Graphite, InfluxDB Line Protocol.
• Storage: data is indexed and compressed for efficient storage and quick access.
• Queries: PromQL language is supported, allowing flexible analysis and visualization of metrics.
• Management: retention policies, replication, and clustering can be configured for fault tolerance.

Thus, integration occurs through standard metric collection protocols, and management is through configuration of data storage and processing parameters.