AI - Apache Cassandra
Open-source, scalable, high-perf, fault-tolerant database. Handles large datasets, complex workloads. Unique architecture, monitoring, ML frameworks.
- Name
- Apache Cassandra -https://github.com/apache/cassandra
- Last Audited At
About Apache Cassandra
Apache Cassandra is an open-source, distributed database management system designed to handle large amounts of data across many commodity servers with replicated data for high availability. It's maintained by the Apache Software Foundation and originally developed by Facebook. The project is named after Cassandra, a character in Greek mythology known for her ability to tell the truth under duress.
Apache Cassandra develops and provides this database system to users worldwide. Its mission is to offer a highly scalable, high-performance, and fault-tolerant solution that can process massive workloads. It achieves this through its unique architecture which includes no single point of failure, Tunable Consistency, and decentralized management.
One of the key offerings from Apache Cassandra is its ability to handle structured data as well as JSON documents. It supports various data models including wide column store, key-value store, and time series data model. Additionally, it offers built-in support for map types, UDFs (User Defined Functions), and counters.
Apache Cassandra leverages artificial intelligence in several ways. For instance, it utilizes machine learning algorithms to monitor its performance and suggest configurations optimally. It also supports users in implementing AI applications directly on the database via integrations with popular AI frameworks like TensorFlow and MLlib. Furthermore, it provides a graph processing library, TinkerPop Gremlin, that allows users to perform complex graph analytics tasks using Apache TinkerPop and its extensions such as Apache Giraph and Apache Spark's GraphX.