“AWS offers a particularly comprehensive infrastructure for handling traffic spikes.”
“Its biggest advantage is flexibility: you can build highly customized infrastructure for almost any workload.”
“AWS | Excellent | Excellent | High | Enterprise systems”
“Its disadvantage is complexity. Proper configuration requires infrastructure knowledge, monitoring, and cost management.”
“- Horizontal Pod Autoscaler (HPA). - Cluster Autoscaler. - Vertical Pod Autoscaler (VPA). - Service-level load balancing. - Health checks and automatic container replacement. - Integration with KEDA for event-driven scaling.”
“The disadvantage is operational complexity. You need to configure scaling policies, resource limits, health checks, networking, and infrastructure capacity.”
“Google Cloud offers particularly attractive managed scaling capabilities.”
“One particularly interesting feature is Cloud Run's on-demand scaling.”
“It also supports minimum instances, allowing you to maintain warm capacity and reduce cold-start latency.”
“This makes it especially attractive for APIs and microservices.”
“This can significantly reduce the load reaching your primary backend.”
“If your application receives 100,000 requests, Cloudflare may serve many static or cacheable responses directly from its edge network rather than forwarding every request to your origin server.”
“However, Workers have runtime resource limits, so they're not unlimited compute capacity.”
“Azure Container Apps is particularly interesting because it integrates KEDA-based event-driven autoscaling.”
“This is useful for applications experiencing sudden workload increases.”