Millions of people tweet, retweet, and share material on one
of the most widely used social media sites in the world every day: Twitter.
Given its enormous user base, Twitter needs a strong database system that can
effectively store and manage all of its data.
The technical team at the firm created an internal database
management system called Manhattan, which is used by Twitter. The massive
amounts of data produced by Twitter users are managed by Manhattan, a
distributed database system.
As a NoSQL database system, Manhattan is made to manage
unstructured and partially structured data. Since tweets, retweets, likes, and
other user interactions generate a significant amount of data for Twitter, this
is crucial. Manhattan can manage this data since it is kept on a dispersed
network of computers, allowing for quick and effective platform-wide data
access.
Twitter manages its data using Manhattan as well as a
variety of other database systems. For instance, Twitter manages its user
activity data using Apache Cassandra, a distributed NoSQL database system.
Cassandra's great speed and scalability enable it to manage the massive amounts
of data that Twitter users create.
Additionally, Twitter processes and analyzes its data using
Apache Hadoop, an open-source software framework. Due to its ability to
distribute data over several computers and analyze it concurrently, Hadoop can
manage massive amounts of data. This enables Twitter to run sophisticated
analytics on its data sets and learn more about user behavior and platform
functionality.
Twitter manages its enormous data volumes using a mix of
proprietary and open-source database technology. Twitter is able to manage the
huge amounts of data created by its users and provide quick and effective
access to this data throughout the platform by using distributed database
systems like Manhattan, Cassandra, and Hadoop.
It's important to note that handling such huge data volumes
has its own set of difficulties. For instance, maintaining data integrity and
consistency across a distributed database system may be a difficult and
complicated operation. Given the sensitivity of the data kept on the site,
Twitter also places a high priority on protecting user privacy and security.
In order to deal with these issues, Twitter has a group of
skilled data engineers and security experts who are in charge of maintaining
and protecting its database systems. These experts strive to secure user
information and maintain the platform's dependability and efficiency.
In conclusion, Twitter stores and manages its enormous data
sets using a distributed database management system known as Manhattan. In addition,
the platform makes use of a variety of other database systems, such as
Cassandra and Hadoop, to manage various data kinds and carry out sophisticated
analyses.
The process of managing such enormous data sets is difficult
and complicated, but Twitter's team of data engineers and security experts
works to secure user data and keep the network reliable and effective.
