MongoDB vs. Hadoop vs. RocksDB

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GitHub Stats

Description

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.

What is Hadoop?

The Apache Hadoop software library is a framework that allows for the distributed processing of large data sets across clusters of computers using simple programming models. It is designed to scale up from single servers to thousands of machines, each offering local computation and storage.

What is RocksDB?

RocksDB is an embeddable persistent key-value store for fast storage. RocksDB can also be the foundation for a client-server database but our current focus is on embedded workloads. RocksDB builds on LevelDB to be scalable to run on servers with many CPU cores, to efficiently use fast storage, to support IO-bound, in-memory and write-once workloads, and to be flexible to allow for innovation.

Pros

Why do developers choose MongoDB?
  • Why do you like MongoDB?

    Why do developers choose Hadoop?
    Why do you like Hadoop?

    Why do developers choose RocksDB?
    Why do you like RocksDB?

    Cons

    What are the cons of using MongoDB?
    Downsides of MongoDB?

    What are the cons of using Hadoop?
    No Cons submitted yet for Hadoop
    Downsides of Hadoop?

    What are the cons of using RocksDB?
    No Cons submitted yet for RocksDB
    Downsides of RocksDB?

    Pricing

    How much does MongoDB cost?
    MongoDB Pricing
    How much does Hadoop cost?
    How much does RocksDB cost?

    Companies

    What companies use MongoDB?
    1838 companies on StackShare use MongoDB
    What companies use Hadoop?
    211 companies on StackShare use Hadoop
    What companies use RocksDB?
    4 companies on StackShare use RocksDB

    Integrations

    What tools integrate with MongoDB?
    41 tools on StackShare integrate with MongoDB
    What tools integrate with Hadoop?
    14 tools on StackShare integrate with Hadoop
    No integrations listed yet

    What are some alternatives to MongoDB, Hadoop, and RocksDB?

    • MySQL - The world's most popular open source database
    • PostgreSQL - A powerful, open source object-relational database system
    • Microsoft SQL Server - A relational database management system developed by Microsoft
    • MariaDB - An enhanced, drop-in replacement for MySQL

    See all alternatives to MongoDB

    Latest News

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    This Week in Data with Colin Charles 28: Percona Liv...
    Performing a Live Migration from a MongoDB Cluster t...
    Elasticsearch for Apache Hadoop 6.2.0 Released
    How to Get Hadoop Data into a Python Model
    Elasticsearch for Apache Hadoop 6.0.0 GA is Released
    All things RocksDB at Percona Live Europe 2017


    Interest Over Time


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