When a network partition occurs, data loss is inevitable as Prometheus cannot resync or merge data due to the complexities of semantics and potential load issues. For high sensitivity services requiring consistent monitoring, alternative solutions are necessary, as Prometheus prioritizes availability over consistency. While Prometheus can monitor its own health, critical applications, like human health data, demand a more precise monitoring approach.
