🕖 A curated list of awesome time series databases, benchmarks and papers
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README.md

Awesome time-series database Awesome

A curated list of awesome time series databases, benchmark tools, blog and published papers

Contents

Databases

OpenTSDB

OpenTSDB is a Classical time series database on top of HBase. Now support Cassandra and Bigtable.

KairosDB

KairosDB is a Fast Time Series Database on Cassandra

Heroic

Heroic is a Scalable time series database based on Bigtable, Cassandra, and Elasticsearch

BTrDB

BTrDB (Berkeley Tree Database) is a High performance time series database designed to support high density data storage applications.

Vaultaire

Vaultaire is a data vault for system metrics, backed onto Ceph

InfluxDB

InfluxDB is a Scalable datastore for metrics, events, and real-time analytics https://influxdata.com

Prometheus

Prometheus is a systems and service monitoring system and time series database featuring pull model, alert, graph etc.

Beringei

Beringei is a A high performance, in memory time series storage engine designed by Facebook

  • Language: C++
  • Backends: Memory

Atlas

Atlas is a In-memory dimensional time series database designed at Netflix

  • Language: Scala
  • Backends: Memory

Khronus

Khronus is a distributed and reactive time series database designed to store, retrieve, analyze and process a large amount of Disk metrics

HawkularMetrics

HawkularMetrics is a storage engine for metric data using Cassandra

Blueflood

Blueflood is a distributed system designed to ingest and process time series data built by rackspace

Newts

Newts is a a time-series data store support searching metadata

Akumuli

Akumuli is a a numeric time series database that can be used to capture, store and process time-series data in real-time.

Backends

HBase

Databases: OpenTSDB, Heroic

Design

Cassandra

Databases: KairosDB, Heroic, OpenTSDB, Khronus, HawkularMetrics, Blueflood, Newts

Design

Elasticsearch

Databases: Heroic, Blueflood

Design

Bigtable

Databases: Heroic, OpenTSDB

Design

Ceph

Databases: BTrDB, Vaultaire

Design

Memory

Databases: Beringei, Atlas

Design

HDD

Databases: InfluxDB, Prometheus, Akumuli

Design

SSD

Databases: InfluxDB, Prometheus, Akumuli

Design

Reading

Survey

Database

Monitoring

Acknowlegement

License

CC0

To the extent possible under law, Pinglei Guo has waived all copyright and related or neighboring rights to this work.