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Datadog research: most cloud workloads are using less than half their allocated resources (Sponsor)
Datadog's 2025 State of Containers and Serverless report analyzed real usage data from tens of thousands of customers across AWS, Azure, and Google Cloud.
The report covers 10 findings on how container and serverless adoption is shifting — including:
1️⃣ Karpenter overtook Cluster Autoscaler for K8s node provisioning, jumping from ~11% to 34% share in two years.
2️⃣ GPU instance hours tripled since late 2023 as teams spin up inference servers like vLLM and Triton for AI workloads.
3️⃣ Arm usage doubled across both Lambda functions (9% → 19%) and cloud instances (9% → 15%).
Download the full report to see all 10 findings
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