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There is a comfortable fiction at the center of most cloud architectures, one that gets written into runbooks and repeated in postmortems with the same exhausted confidence: we aut...
For high-heat events where demand arrives faster than readiness can be achieved, predictive scaling is a structural advantage.
In high-scale engineering, milliseconds eventually turn into millions of dollars in either revenue or waste. Most infrastructure teams today accept a "tax of fear" where they over-...
Amazon Aurora Serverless is an on-demand, auto scaling configuration for Aurora that scales up to support your most demanding workloads and down to zero when you don’t need it. The...
Today, we are announcing a ground-up re-architecture of Amazon OpenSearch Serverless that delivers up to 20 times faster autoscaling, scale to zero, and up to 60% lower cost than p...
If you run GPU workloads on Kubernetes — vLLM, Triton, training jobs, or the newer agentic inference stacks — you’ve probably hit a familiar problem: the default autoscaling path s...
Современный Kubernetes приучил нас к тому, что инфраструктура должна быть эластичной. Для управления ресурсами традиционно мы можем использовать Horizontal Pod Autoscaler (HPA): ра...
Современный Kubernetes приучил нас к тому, что инфраструктура должна быть эластичной. Для управления ресурсами традиционно мы можем использовать Horizontal Pod Autoscaler (HPA): ра...
Современный Kubernetes приучил нас к тому, что инфраструктура должна быть эластичной. Для управления ресурсами традиционно мы можем использовать Horizontal Pod Autoscaler (HPA): ра...
Today, Amazon SageMaker AI introduces capacity aware instance pool for new and existing inference endpoints. You define a prioritized list of instance types, and SageMaker AI autom...
In our previous post, A guide to Airflow worker pool optimization in Amazon MWAA, we explored when adding workers to your Amazon Managed Workflows for Apache Airflow (Amazon MWAA)...
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AWS EC2 Fundamentals: Renting Computing Power Without Breaking the Bank Have you ever faced this nightmare: a looming deadline, a massive batch job or a machine learning model to...
Orchestration is no longer just about moving data; it is about governing enterprise intelligence. To reflect our deep commitment to and embrace of open-source software, we shared e...
Do you know about #nerdio advanced auto-scaling? Would you say deleting and rebuilding your cloud #vdi environment every night is genius or too risky? Watch this video and then dec...
Azure Kubernetes Service (AKS) has evolved from a simple managed orchestrator into a sophisticated platform that serves as the backbone for modern enterprise applications. However,...
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