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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...
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...
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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...
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...
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...
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...
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...
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,...
Uber, the world’s largest ride-sharing and on-demand delivery company, is expanding its infrastructure and artificial intelligence (AI) capabilities on Amazon Web Services (AWS). U...
This post describes how TGS achieved near-linear scaling for distributed training and expanded context windows for their Vision Transformer-based SFM using Amazon SageMaker HyperPo...
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)...
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...
See how we optimized the administrative workflows, making it easy to manage numerous websites simultaneously and launch new instances on demand.
At Google Cloud Next, we’re announcing a range of compute capabilities to enable your core general purpose and AI workloads for the agentic world with higher performance and lower...
In 2006, Amazon Web Services (AWS) launched Elastic Compute Cloud (EC2). It was a watershed moment that moved computing from physical server rooms to a scalable, virtualized utilit...
Today, we're announcing AWS Agent Registry (preview) in AgentCore, a single place to discover, share, and reuse AI agents, tools, and agent skills across your enterprise.
Modern application development has moved toward distributed, cloud-based, and even microservices-based applications, requiring scalability, reliability, and performance under diffe...
Hystax, a cloud infrastructure, FinOps, and AI governance software company, today released OptScale AI – an enterprise AI governance platform that helps organizations cut LLM cos...
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