Comparison between StarRocks, MySQL, and MariaDB
Feature | StarRocks | MySQL | MariaDB |
---|---|---|---|
Type | Analytical data warehouse | Relational database management system (RDBMS) | Relational database management system (RDBMS) |
Deployment | On-premises, cloud, hybrid | On-premises, cloud, hybrid | On-premises, cloud, hybrid |
Storage | Columnar | Row-based | Row-based |
Processing | Massively Parallel Processing (MPP) | Single-node or MPP | Single-node or MPP |
Scalability | Horizontal | Horizontal | Horizontal |
Performance | High | Moderate | Moderate |
Real-time updates | Yes | No | No |
SQL support | Yes | Yes | Yes |
Use cases | Big data analytics, real-time analytics, data warehousing | Transactional applications, web applications | Transactional applications, web applications |
Advantages | High performance, scalability, real-time updates, SQL support | Open-source, mature, large community | Open-source, mature, large community, enhanced features with MariaDB |
Here is a summary of the pros of each database:
- StarRocks:
- High performance: StarRocks is designed for high-performance analytical workloads. It can handle large volumes of data and complex queries with low latency.
- Scalability: StarRocks can be horizontally scaled to meet the demands of growing datasets.
- Real-time updates: StarRocks supports real-time updates, making it a good choice for applications that require up-to-the-minute data.
- SQL support: StarRocks supports a standard SQL syntax, making it easy for users who are already familiar with SQL to use.
- MySQL:
- Open-source: MySQL is an open-source database, which means that it is free to use and modify.
- Mature: MySQL is a mature database with a large and active community.
- Large community: MySQL has a large community of users and developers, which means that there is a lot of support available if you need help.
- MariaDB:
- Open-source: MariaDB is an open-source database, which means that it is free to use and modify.
- Mature: MariaDB is a mature database with a large and active community.
- Large community: MariaDB has a large community of users and developers, which means that there is a lot of support available if you need help.
- Enhanced features: MariaDB has a number of enhanced features over MySQL, such as improved performance, better security, and increased scalability.
The best database for you will depend on your specific needs. If you need a high-performance database for analytical workloads, then StarRocks is a good choice. If you need an open-source, mature, and reliable database for transactional applications, then MySQL or MariaDB are good choices. If you need an open-source database with enhanced features, then MariaDB is a good choice.
Benchmark Results:
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