High Performance Compute (HPC)
- HPC will have allocated instance types and it needs parallel processing
- HPC will have specialized hardware and primary usecase is batch processing
Batch Processing
- Batch Processing is processing larger volumes of data in a delayed mode.
- Batch processing is done on set of larger sized ec2 instances or vms
- Now cloud offers two plans
- create a cluster and adding spot instances
- serverless
- AWS Batch
- Azure Batch
GPUs
- This enable parallel processing and generally most of the instances in HPC have GPUs
