If you need a system that can automatically respond to demand surges and avoid server crashes, Stanza is a good option. Stanza is an AI-based platform that includes intelligent load balancing and auto-scaling to ensure the best performance and reliability. It can also be used to prioritize business-critical pipelines and protect any network resource, whether it's web services or databases, so it's a good option for high reliability and user experience.
Another good option is Anyscale. It's designed to build, deploy and scale AI applications. It includes workload scheduling, intelligent instance management and heterogeneous node control to optimize resource usage. Built on the open-source Ray framework, Anyscale supports a variety of AI models and offers cost savings on spot instances, so it's a good option for efficient AI application management.
Back4app is also worth a look. It's a cloud platform to build, deploy and scale applications more efficiently with AI. With features like real-time databases, cloud functions and APIs, it lets developers get to market faster and cut operational costs. Back4app touts security compliance with major regulations and scalable designs that don't slow performance with upgrades.
If you prefer a serverless approach, Neon is a good option. Neon uses Postgres as its database and offers fast provisioning, autoscaling and branching to create isolated DB copies for development. It supports read replicas, point-in-time recovery and multiple languages and frameworks, so it's good for high-performance and complex applications.