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Every LLM request runs in two distinct phases: prefill, where the model reads your prompt in one parallel burst, and decode, where it generates the response one token at a time, each one depending on the last. These two phases have different performan...
Most AI agents start every session from scratch. Without persistent memory, they're stateless responders that reprocess context on every invocation and can't build continuity across interactions. Long-term memory changes that. It gives agents externa...
Kubernetes v1.36 promotes the ability to modify container resource requests and limits in the pod template of a suspended Job to beta. First introduced as alpha in v1.35, this feature allows queue controllers and cluster administrators to adjust CPU, memory, GPU, and extended resource specifications on a Job while it is suspended, before it starts or resumes running. Why mutable pod resources for suspended Jobs? Batch and machine learning workloads often have resource requirements that are not p
Azure Local scales Microsoft Sovereign Private Cloud, supporting AI and data workloads with full control, compliance, and disconnected operations. The post Microsoft Sovereign Private Cloud scales to thousands of nodes with Azure Local appeared first on Microsoft Azure Blog.
In this post, we explore how Deloitte used Amazon EKS and vCluster to transform their testing infrastructure.
OpenAI has won major concessions from its largest shareholder, Microsoft, that will allow it to sell products on AWS, while Microsoft gets more cash in a revenue-share agreement.
Natural gas power plant costs have nearly doubled in two years and take 23% longer to build as data center electricity demand skyrockets.
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