MongoDB vs. Hadoop vs. HBase



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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 HBase?

Apache HBase is an open-source, distributed, versioned, column-oriented store modeled after Google' Bigtable: A Distributed Storage System for Structured Data by Chang et al. Just as Bigtable leverages the distributed data storage provided by the Google File System, HBase provides Bigtable-like capabilities on top of Apache Hadoop.

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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 HBase?
Why do you like HBase?

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 HBase?
No Cons submitted yet for HBase
Downsides of HBase?

Pricing

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

Companies

What companies use MongoDB?
2573 companies on StackShare use MongoDB
What companies use Hadoop?
281 companies on StackShare use Hadoop
What companies use HBase?
62 companies on StackShare use HBase

Integrations

What tools integrate with MongoDB?
40 tools on StackShare integrate with MongoDB
What tools integrate with Hadoop?
15 tools on StackShare integrate with Hadoop
What tools integrate with HBase?
3 tools on StackShare integrate with HBase

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

  • 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

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