Infrastructure Constraints of AI Inference Traffic
How long-lived streams, automated callers, frequent configuration releases and sensitive payloads affect edge timeouts, rate limits, consistency and data handling.
How long-lived streams, automated callers, frequent configuration releases and sensitive payloads affect edge timeouts, rate limits, consistency and data handling.
IXCDN fixes for stream idle timeouts, QUIC connection migration, HTTP/2 and HTTP/3 background refresh, compression and metering hot-path contention, with validation limits.
Break initial latency into DNS, connection setup, edge cache, origin fetch and application first byte to identify the stages that can be optimized.
Configure the domain and origin, verify ownership, change CNAME, validate both TLS paths, and establish cache, WAF, logging and post-launch monitoring.
Evaluate traffic steering, cache boundaries, WAF rollout, control-plane isolation, observability and total cost for website and API delivery.
A certificate and cache-rule change demonstrates how versioned configuration, node application state and rollback isolate control-plane failures and incomplete updates.