Deploy, manage, and scale containers without managing infrastructure.
- Realtime APIs - respond to requests in real-time and autoscale based on in-flight request volumes.
- Batch APIs - run distributed and fault-tolerant batch processing jobs on-demand.
- Async APIs - process requests asynchronously and autoscale based on request queue length.
- No resource limits - allocate as much CPU, GPU, and memory as each workload requires.
- No cold starts - keep a minimum number of API replicas running to ensure that requests are handled in real-time.
- No timeouts - run workloads for as long as you want.
- Spot instance management - Cortex runs workloads on spot instances and fall back to on-demand instances to ensure reliability.
- Multi-instance type clusters - Cortex runs different workloads on different EC2 instances to ensure efficient resource utilization.
- Efficient autoscaling - Cortex optimizes the autoscaling behavior of each workload to minimize idle resources.