Best Database Software for Java

DbVisualizer is one of the world’s most popular database clients. Developers, analysts, and DBAs use it to advance their SQL experience with modern tools to visualize and manage their databases, schemas, objects, and table data and to auto-generate, write and optimize queries. It has extended support for 30+ of the major databases and has basic-level support for all databases that can be accessed with a JDBC driver. DbVisualizer runs on all major OSes. Free and Pro versions are available.

Oracle SQL Developer is an integrated development environment that makes it easy to develop and manage Oracle Databases in traditional and cloud deployments. SQL Developer provides complete end-to–end development for your PL/SQL apps, a worksheet to run queries and scripts and a DBA console to manage the database. It also offers a data modeling solution and a migration platform to move your 3rd-party databases to Oracle. You can run your sql and sqlscripts, manage users and create and edit objects. You can also import data to new and existing tables, diagnose performance issues, visualize schemas, and more. You can now access the power of your favorite desktop program from your browser. Access Oracle REST Data Service for your on-premises instances. Migration of Oracle On-Premises to Oracle Cloud Click, browse, or manage the contents of your Oracle Database.

Searching and analyzing structured data is easy; however, over 80% of generated data is unstructured, requiring a different approach. Machine learning converts unstructured data into high-dimensional vectors of numerical values, which makes it possible to find patterns or relationships within that data type. Unfortunately, traditional databases were never meant to store vectors or embeddings and can not meet unstructured data's scalability and performance requirements. Zilliz Cloud is a cloud-native vector database that stores, indexes, and searches for billions of embedding vectors to power enterprise-grade similarity search, recommender systems, anomaly detection, and more. Zilliz Cloud, built on the popular open-source vector database Milvus, allows for easy integration with vectorizers from OpenAI, Cohere, HuggingFace, and other popular models. Purpose-built to solve the challenge of managing billions of embeddings, Zilliz Cloud makes it easy to build applications for scale.

Focus on application innovation and not database management with a fully-managed and intelligent Azure Database PostgreSQL. Scale up your workload with confidence and ease. Enjoy high availability thanks to a service level agreement (SLA) that guarantees up to 99.99% uptime, AI-powered performance suggestions, and built-in enterprise safety. With a fully-managed PostgreSQL as a service, you can focus on application innovation. The zone-redundant, high availability automates updates, patches, and maintenance. You can provision in minutes, and you can independently scale compute or store. Reduce costs with database monitoring and optimization tools. Intelligent performance recommendations can help you achieve peak performance. Migrate easily using a PostgreSQL fully managed database that supports the latest versions. Build with your favorite PostgreSQL Extensions such as Cron PostGIS PLV8 etc.

Azure Database for MySQL is easy to install, manage, and scale. Enjoy advanced security and high availability with a Service Level Agreement (SLA) up to 99.99%. Fully managed MySQL is compatible with the latest editions of the community editions and provides maximum flexibility in database operations. Intelligent performance recommendations offer custom analysis and suggestions to optimize MySQL databases. Azure App Service and Azure Kubernetes Service are tightly integrated to simplify development and provide a tighter interoperability. Microsoft Defender for Identity has enhanced security capabilities and enterprise-grade compliance. Azure Database for MySQL allows you to easily migrate or build your workloads. Setup, manage and automate maintenance of your MySQL server, including backups, security, and routine updates. Build with the latest MySQL drivers, tools, and programming languages.

Serverless computing is perfect for systems with unpredictable load. Storage scaling, query execution and backup layers are all fully automated. The compatibility of AWS SDKs in serverless mode allows for Java, JavaScript Node.js.NET PHP Python Ruby. YDB is hosted across three availability zones to ensure availability, even if a zone or node goes offline. The system will automatically recover and continue working if equipment or data centers fail. YDB can handle hundreds of thousands transactions per second and has low latency. The system was designed for hundreds of petabytes.