TimeSeries Database List

• 2017-Time-series data: Why (and how) to use a relational database instead of NoSQL

• 2017-Design of a Cost Efficient Time Series Store for Big Data: This post is based on experience of running Druid at scale at Metamarkets and theoretical research, but the described design has not yet implemented and tested in production.

InfluxDB

TimescaleDB

• 2018-TimescaleDB vs. InfluxDB: purpose built differently for time-series data: An in-depth look into how two leading time-series databases stack up in terms of data model, query language, reliability, performance, ecosystem, operational management, and company/community support.

• 2019-Building a distributed time-series database on PostgreSQL: TimescaleDB, a time-series database on PostgreSQL, has been production-ready for over two years, with millions of downloads and production deployments worldwide. Today, for the first time, we are publicly sharing our design, plans, and benchmarks for the distributed version of TimescaleDB.

OpenSource

• StatsForecast : StatsForecast offers a collection of widely used univariate time series forecasting models, including automatic ARIMA, ETS, CES, and Theta modeling optimized for high performance using numba. It also includes a large battery of benchmarking models.