[Links of the Day] 11/06/2020 : Metric Time-Series Database, Machine Learning for metrics, Causal Time series Analysis

• Victoria Metrics : fast, cost-effective and scalable time-series database, if you need a backend for Prometheus, by example, this is the DB for you.
• Sieve : a platform to derive actionable insights from monitored metrics in distributed systems. the platform is composed of two separate systems. One geared toward trace reduction and selection with intelligent sampling using a form of zero-positive learning. And a second system that extracts correlations between the services generating the traces.
• Tigramite : causal time series analysis python package. It allows to efficiently reconstruct causal graphs from high-dimensional time-series datasets and model the obtained causal dependencies for causal mediation and prediction analyses [github]