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A time series database is a software system that is optimized for storing ... MongoDB: Server Side Public License: C++, JavaScript, Python [20] Prometheus: Apache ...
Prometheus collects data in the form of time series. The time series are built through a pull model: the Prometheus server queries a list of data sources (sometimes called exporters) at a specific polling frequency. Each of the data sources serves the current values of the metrics for that data source at the endpoint queried by Prometheus.
PostgreSQL or Oracle Database (database) Tcl (scripting language) PERN [29] PostgreSQL (database) Express.js (application controller layer) React (JavaScript library) (web application presentation) Node.js (JavaScript runtime) PLONK Prometheus (metrics and time-series) Linkerd (service mesh) OpenFaaS (management and auto-scaling of compute)
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MongoDB is a source-available, cross-platform, document-oriented database program. Classified as a NoSQL database product, MongoDB utilizes JSON -like documents with optional schemas . Released in February 2009 by 10gen (now MongoDB Inc. ), it supports features like sharding , replication , and ACID transactions (from version 4.0).
MongoDB, Inc. is an American software company that develops and provides commercial support for the source-available database engine MongoDB, a NoSQL database that stores data in JSON-like documents with flexible schemas.
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Time series analysis comprises methods for analyzing time series data in order to extract meaningful statistics and other characteristics of the data. Time series forecasting is the use of a model to predict future values based on previously observed values. Generally, time series data is modelled as a stochastic process.