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Is MongoDB a time series database?

Is MongoDB a time series database?

Time Series Data in MongoDB MongoDB is a document-based general purpose database with flexible schema design and a rich query language. As of MongoDB 5.0, MongoDB natively supports time series data. You can create a new time series collection with the createCollection() command.

What is the best way to store time series data in MongoDB?

Write Performance and Disk Usage summary: TimescaleDB outperforms both methods of storing time-series data in MongoDB, by between 69% (vs. Mongo-naive) and 160% (vs. Mongo-recommended). Mongo-naive shows better write performance (154% the ingest rate) and uses less disk space (85% as much disk) than Mongo-recommended.

Which database is best for time series data?

7 Powerful Time-Series Database for Monitoring Solution

  • InfluxDB.
  • Prometheus.
  • TimescaleDB.
  • Graphite.
  • QuestDB.
  • AWS Timestream.
  • OpenTSDB.

Is NoSQL good for time series data?

NoSQL for time series use cases. Gaining high performance for time series from a SQL database requires significant customization and configuration. Without that, unless you’re working with a very small dataset, a SQL-based database will simply not work properly.

Are MongoDB charts free?

MongoDB provides each Charts instance with a free 1 GB of data transfers per month. The free usage tier provides approximately 500,000 chart renders over a month. However, this number may vary based on the types of charts being rendered.

What is the best way to store time series data?

Time series data is best stored in a time series database (TSDB) built specifically for handling metrics and events that are time-stamped. This is because time series data is often ingested in massive volumes that require a purpose-built database designed to handle that scale.

How does MongoDB store time only?

Basically you have two options:

  1. Save time in type: String.
  2. Save date time in type: Date.

What is the fastest time series database?

QuestDB
QuestDB. QuestDB claims to be the fastest open-source time-series database. A relational column-oriented database designed for real-time analytics on time series and event data, QuestDB uses the SQL language with some extensions for time series.

Is Prometheus time series DB?

Prometheus is an open-source time series database developed by SoundCloud, and serves as the storage layer for the Prometheus monitoring system.

Why do I need a time-series database?

Time series databases enable faster data ingest and queries and stronger data compression. As a result, they are ideal for processing massive volumes of real-time data that can be used to improve the safety of self-driving cars.