Best Database as a Service (DBaaS) Providers for Snowflake

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.

Google Cloud is an online service that lets you create everything from simple websites to complex apps for businesses of any size. Customers who are new to the system will receive $300 in credits for testing, deploying, and running workloads. Customers can use up to 25+ products free of charge. Use Google's core data analytics and machine learning. All enterprises can use it. It is secure and fully featured. Use big data to build better products and find answers faster. You can grow from prototypes to production and even to planet-scale without worrying about reliability, capacity or performance. Virtual machines with proven performance/price advantages, to a fully-managed app development platform. High performance, scalable, resilient object storage and databases. Google's private fibre network offers the latest software-defined networking solutions. Fully managed data warehousing and data exploration, Hadoop/Spark and messaging.

A cloud-native distributed HTAP DB database that can be elastically scaled and used for real-time analytics. It is fully managed and has a serverless tier that allows you to launch the HTAP database in seconds. Transparently and elastically scale to hundreds of nodes for critical workloads, without having to change business logic. You can use what you know about SQL to maintain your relational model, global ACID transactions, and manage hybrid workloads with ease. It comes with a high-performance analytics engine that allows you to analyze operational data without the need for an ETL. Scale up to hundreds of nodes and maintain ACID transactions. There is no need to worry about sharding and facing downtime. Data accuracy at scale, even when multiple updates are made to the same source of data. TiDB's MySQL compatibility will increase productivity and reduce time-to-market. You can easily migrate data from existing MySQL instances, without having to rewrite any code.

Stop wasting your time maintaining and provisioning databases yourself. Create isolated test databases quickly to deliver features faster. Equip your developers to stay on track with fast-paced projects by providing them with ready-to-go databases. As part of your CI/CD process, you can create pre-populated databases to test with and then automatically remove them once the tests are complete. With built-in container orchestration, quickly and easily spin up databases with the click of a single button for testing, bug replication, demos and more. Our patented subsetter shrinks PBs to GBs, without compromising referential integrity. Then, Tonic Ephemeral is used to create a database that contains only the data required for development. This will reduce cloud costs and maximize efficiency. Tonic Ephemeral and our patented subsetter can be used together to get the data subsets that you need, for as long as you require them. Get your developers to access one-off datasets that are only needed for local development.