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What factors influence the duration of metric storage in a system?

sobes.tech AI

Answer from AI

The following factors influence the duration of metric storage in the system:

  • Available storage capacity: The more disk space available, the longer data can be stored.
  • Analytics and reporting requirements: If long-term analytics are needed, metrics are stored longer.
  • Frequency of metric collection: High-frequency collection increases data volume faster, which may limit storage duration.
  • Data retention policies: Set in monitoring systems to automatically delete old data.
  • Type of metrics: Some metrics may be less important and stored for a shorter period.
  • Storage costs: In cloud solutions, long-term storage can be expensive.

For example, in Prometheus, metrics are stored for 15 days by default, but this can be configured based on resources and requirements.