Difference between HBase and MongoDB
1. HBase: This model is used to provide random access to a large amount of structured data. It builds on the top of the Hadoop file system and is column-oriented in nature. It is used to store the data in HDFS. It is an open-source database that provides data replication.
Advantages:
- High availability because of no SPoF (Single Point of Failure)
- Scalability
- Operational Simplicity
- Add-on applications like Apache Phoenix enables a SQL interface
Application Areas:
- Internet of Things (IoT)
- fraud detection applications
- product catalogs and playlists
- messaging applications
- web applications
Users:
- Apple
- Bloomberg
- Airtel
- Thomson Reuters, and more.
2. MongoDB: MongoDB is document-oriented and does not need the row and column format of data. It gives high performance and is dynamic in nature where we don’t need to predefine a schema like in conventional RDBMS. MongoDB stores data in JSON format which allows you to send the data in any form you want. It is a cross-platform database that works with almost every platform like Windows, Linux, etc.
Advantages:
- Consistent Interface for whole development that simplifies the development
- Multi-cloud Infrastructure
- Managed for operational simplicity
Application Areas:
- Internet of Things and Time Series
- eCommerce and Payment Processing
- Analytic and AI
- Gaming
- Mainframe Offload
Users:
- Amadeus
- AstraZeneca
- Bosch
- Cisco
- CERN
- Forbes
- Verizon Wireless
Difference between HBase and MongoDB:
S. No. |
Parameters |
HBase |
MongoDB |
1. |
Developed by |
Developed by Apache Software Foundation. |
Developed by MongoDB Inc. |
2. |
Website |
hbase.apache.org |
www.mongodb.com |
3. |
Technical Documentation |
hbase.apache.org |
docs.mongodb.com/Âmanual |
4. |
Primary Database Model |
It is based on column-oriented. |
It is based on a document store. |
5. |
Implementation Language |
It is written in JAVA. |
It is written in C++. |
6. |
Server OS |
Linux, Unix, Windows |
Linux, OS X, Solaris, Windows |
7. |
Supported Programming Languages |
C, C#, C++, Groovy, Java, PHP, Python, Scala |
C, C#, C++, Erlang, Haskell, Java, JavaScript, Perl, PHP, Python, Ruby, Scala |
8. |
Edition |
Community |
Community (Free) and Enterprise |
9. |
Secondary Index |
It has no secondary indexes. |
It has secondary indexes. |
10. |
Storing data |
Data are stored in form of key/value pairs. |
Data are not stored in form of key/value pair. |
11. |
Data Type |
HBase is used to store structured data. |
MongoDB is used to store any kind of data. |
Last Updated :
08 Jun, 2022
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