InfluxDB vs Memcached vs MongoDB

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What is InfluxDB?

InfluxDB is a scalable datastore for metrics, events, and real-time analytics. It has a built-in HTTP API so you don't have to write any server side code to get up and running. InfluxDB is designed to be scalable, simple to install and manage, and fast to get data in and out.

What is Memcached?

Memcached is an in-memory key-value store for small chunks of arbitrary data (strings, objects) from results of database calls, API calls, or page rendering.

What is MongoDB?

MongoDB stores data in JSON-like documents that can vary in structure, offering a dynamic, flexible schema. MongoDB was also designed for high availability and scalability, with built-in replication and auto-sharding.
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Why do developers choose InfluxDB?
Why do developers choose Memcached?
Why do developers choose MongoDB?

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    What are some alternatives to InfluxDB, Memcached, and MongoDB?
    TimescaleDB: An open-source database built for analyzing time-series data with the power and convenience of SQL — on premise, at the edge, or in the cloud.
    Redis is an open source, BSD licensed, advanced key-value store. It is often referred to as a data structure server since keys can contain strings, hashes, lists, sets and sorted sets.
    Prometheus is a systems and service monitoring system. It collects metrics from configured targets at given intervals, evaluates rule expressions, displays the results, and can trigger alerts if some condition is observed to be true.
    Elasticsearch is a distributed, RESTful search and analytics engine capable of storing data and searching it in near real time. Elasticsearch, Kibana, Beats and Logstash are the Elastic Stack (sometimes called the ELK Stack).
    Zabbix is a mature and effortless enterprise-class open source monitoring solution for network monitoring and application monitoring of millions of metrics.
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    Decisions about InfluxDB, Memcached, and MongoDB
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    Interest over time
    Reviews of InfluxDB, Memcached, and MongoDB
    Review ofInfluxDBInfluxDB

    Influx doesn't currently natively support horizontal distribution. Hard to recommend it until they implement that.

    Avatar of YaronWittenstein
    Computer Science
    Review ofInfluxDBInfluxDB

    InfluxDB is a game changer

    How developers use InfluxDB, Memcached, and MongoDB
    Avatar of Tarun Singh
    Tarun Singh uses MongoDBMongoDB

    Used MongoDB as primary database. It holds trip data of NYC taxis for the year 2013. It is a huge dataset and it's primary feature is geo coordinates with pickup and drop off locations. Also used MongoDB's map reduce to process this large dataset for aggregation. This aggregated result was then used to show visualizations.

    Avatar of Trello
    Trello uses MongoDBMongoDB

    MongoDB fills our more traditional database needs. We knew we wanted Trello to be blisteringly fast. One of the coolest and most performance-obsessed teams we know is our next-door neighbor and sister company StackExchange. Talking to their dev lead David at lunch one day, I learned that even though they use SQL Server for data storage, they actually primarily store a lot of their data in a denormalized format for performance, and normalize only when they need to.

    Avatar of Foursquare
    Foursquare uses MongoDBMongoDB

    Nearly all of our backend storage is on MongoDB. This has also worked out pretty well. It's enabled us to scale up faster/easier than if we had rolled our own solution on top of PostgreSQL (which we were using previously). There have been a few roadbumps along the way, but the team at 10gen has been a big help with thing.

    Avatar of ShadowICT
    ShadowICT uses InfluxDBInfluxDB

    We use InfluxDB as a store for our data that gets fed into Grafana. It's ideal for this as it's a lightweight storage engine that can be modified on the fly by scripts without having to log into the server itself and manage tables. The HTTP API also makes it ideal for integrating with frontend services.

    Avatar of AngeloR
    AngeloR uses MongoDBMongoDB

    We are testing out MongoDB at the moment. Currently we are only using a small EC2 setup for a delayed job queue backed by agenda. If it works out well we might look to see where it could become a primary document storage engine for us.

    Avatar of Matt Welke
    Matt Welke uses MongoDBMongoDB

    Used for proofs of concept and personal projects with a document data model, especially with need for strong geographic queries. Often not chosen in long term apps due to chance data model can end up relational as needs develop.

    Avatar of Reactor Digital
    Reactor Digital uses MemcachedMemcached

    As part of the cacheing system within Drupal.

    Memcached mainly took care of creating and rebuilding the REST API cache once changes had been made within Drupal.

    Avatar of Casey Smith
    Casey Smith uses MemcachedMemcached

    Distributed cache exposed through Google App Engine APIs; use to stage fresh data (incoming and recently processed) for faster access in data processing pipeline.

    Avatar of The Independent
    The Independent uses MemcachedMemcached

    Memcache caches database results and articles, reducing overall DB load and allowing seamless DB maintenance during quiet periods.

    Avatar of Goyoboard
    Goyoboard uses InfluxDBInfluxDB

    To track time-series of course, utilizing few retention rules and continuous queries to keep time-series data fast and maintanable

    Avatar of sapslaj
    sapslaj uses InfluxDBInfluxDB

    InfluxDB ingests information from various sources (mostly Telegraf instances) into one place for monitoring purposes.

    Avatar of eXon Technologies
    eXon Technologies uses MemcachedMemcached

    Used to cache most used files for our clients. Connected with CloudFlare Railgun Optimizer.

    Avatar of ScholaNoctis
    ScholaNoctis uses MemcachedMemcached

    Memcached is used as a simple page cache across the whole application.

    Avatar of Chris Hartwig
    Chris Hartwig uses InfluxDBInfluxDB

    All our metrics go through InfluxDB, both applicative and system

    How much does InfluxDB cost?
    How much does Memcached cost?
    How much does MongoDB cost?
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