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Starrocksvsmysql 2

Comparison between StarRocks, MySQL, and MariaDB & Benchmark Results

Comparison between StarRocks, MySQL, and MariaDB

FeatureStarRocksMySQLMariaDB
TypeAnalytical data warehouseRelational database management system (RDBMS)Relational database management system (RDBMS)
DeploymentOn-premises, cloud, hybridOn-premises, cloud, hybridOn-premises, cloud, hybrid
StorageColumnarRow-basedRow-based
ProcessingMassively Parallel Processing (MPP)Single-node or MPPSingle-node or MPP
ScalabilityHorizontalHorizontalHorizontal
PerformanceHighModerateModerate
Real-time updatesYesNoNo
SQL supportYesYesYes
Use casesBig data analytics, real-time analytics, data warehousingTransactional applications, web applicationsTransactional applications, web applications
AdvantagesHigh performance, scalability, real-time updates, SQL supportOpen-source, mature, large communityOpen-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:

Query : SELECT AdvEngineID, COUNT() FROM hits WHERE AdvEngineID <> 0 GROUP BY AdvEngineID ORDER BY COUNT() DESC;

Query: SELECT MobilePhoneModel, COUNT(DISTINCT UserID) AS u FROM hits WHERE MobilePhoneModel <> ” GROUP BY MobilePhoneModel ORDER BY u DESC LIMIT 10;

Query: SELECT UserID, SearchPhrase, COUNT() FROM hits GROUP BY UserID, SearchPhrase ORDER BY COUNT() DESC LIMIT 10;

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