Best Database Software for Apache Flink

StarTree Cloud is a fully-managed real-time analytics platform designed for OLAP at massive speed and scale for user-facing applications. Powered by Apache Pinot, StarTree Cloud provides enterprise-grade reliability and advanced capabilities such as tiered storage, scalable upserts, plus additional indexes and connectors. It integrates seamlessly with transactional databases and event streaming platforms, ingesting data at millions of events per second and indexing it for lightning-fast query responses. StarTree Cloud is available on your favorite public cloud or for private SaaS deployment. StarTree Cloud includes StarTree Data Manager, which allows you to ingest data from both real-time sources such as Amazon Kinesis, Apache Kafka, Apache Pulsar, or Redpanda, as well as batch data sources such as data warehouses like Snowflake, Delta Lake or Google BigQuery, or object stores like Amazon S3, Apache Flink, Apache Hadoop, or Apache Spark. StarTree ThirdEye is an add-on anomaly detection system running on top of StarTree Cloud that observes your business-critical metrics, alerting you and allowing you to perform root-cause analysis — all in real-time.

Hue delivers an exceptional querying experience through its advanced autocomplete features and sophisticated query editor components. Users can seamlessly navigate tables and storage browsers, utilizing their existing knowledge of data catalogs. This functionality assists in locating the right data within extensive databases while also enabling self-documentation. Furthermore, the platform supports users in crafting SQL queries and provides rich previews for links, allowing for direct sharing in Slack from the editor. There is a variety of applications available, each tailored to specific querying needs, and data sources can be initially explored through the intuitive browsers. The editor excels particularly in SQL queries, equipped with intelligent autocomplete, risk alerts, and self-service troubleshooting capabilities. While dashboards are designed to visualize indexed data, they also possess the ability to query SQL databases effectively. Users can now search for specific cell values in tables, with results highlighted for easy identification. Additionally, Hue's SQL editing capabilities are considered among the finest globally, ensuring a streamlined and efficient experience for all users. This combination of features makes Hue a powerful tool for data exploration and management.

Ververica Platform allows every company to immediately benefit from and gain insight from its data in real time. Ververica Platform is powered by Apache Flink's robust streaming platform. It provides an integrated solution for streaming analytics and stateful stream processing at scale. Ververica Platform is powered by Apache Flink and offers high throughput, low latency data processing and powerful abstractions. It also has the operational flexibility that some of the most successful data-driven companies such as Uber, Netflix, and Alibaba. Ververica Platform combines the knowledge gained from our work with large, innovative, data-driven enterprises into an accessible, cost-effective, and secure platform that is enterprise-ready.