cloud-engineering
Spot Instance
Spot Instance
Definition
Spot instances (AWS) or preemptible VMs (GCP) provide cloud compute at steep discounts (60-90% off on-demand prices) in exchange for the possibility of interruption when the provider needs capacity back. They are suitable for fault-tolerant, stateless workloads like batch processing, CI jobs, and ML training.
Spot interruption handling (checkpointing, graceful shutdown) is essential for reliable spot-based workloads.
Ship secure code faster
Crash Override integrates security into the developer workflow. No context switching, no waiting on reviews.