Infrastructure · Software component

Spot Interruption Handler

Software componentInfrastructureInfrastructurearc:SpotInterruptionHandler

A control component that detects provider termination warnings for interruptible instances, drains their in-flight requests and shifts load to on-demand capacity.

Responsibility. Gracefully evacuates work from spot instances facing termination.

Also known as: Spot termination handler, Node drainer

sends data tomonitorsscalesLoad Balancer: sends data toLoad BalancerSpot GPU Node: monitorsSpot GPU NodeOn-Demand GPU Node: scalesOn-Demand GPU Node
Direct neighbourhood (hover for relationship types)

Relationships

sends data to dynamic

scales control

monitors assurance

Design guidance

Classification

Patterns
Graceful drainOn-demand fallback buffer
Quality attributes
Reliability (ISO/IEC 25010 | NIST AI RMF: valid and reliable)Cost efficiency
Risks mitigated
Dropped requests on spot terminationLatency SLO violations after capacity loss

Sources

  1. Ch4.7: T. Nguyen, "Scaling Strategies," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 4.7. ISBN: 9798244538229.