Case Studies

CNCF end users are telling their stories to help elevate technical conversations to business objectives and challenges.

Read how our end users have leveraged cloud native technologies and CNCF projects to help their organizations.

Also see the Chinese translation of some of our case studies.

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Showing 7 of 204 case studies


China Merchants Bank

China Merchants Bank


100% Hardware pool utilization through topology-aware scheduling

July 2, 2026

China Merchants Bank Improves AI Compute Scheduling on Kubernetes with HAMi

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SNOW Corp.

SNOW Corp.


May 5, 2026

Scaling GenAI for 200M users: How SNOW Corp. orchestrates 1000+ GPUs to handle 700% viral traffic spikes

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NIO

NIO


600 GPUs across 80 nodes supporting autonomous driving workloads

March 17, 2026

NIO improves GPU utilization for autonomous driving workloads with HAMi

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Ke Holdings Inc.

Ke Holdings Inc.


3x improvement in platform GPU utilization

February 5, 2026

Scaling machine learning infrastructure with GPU virtualization using Kubernetes and HAMi

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DaoCloud

DaoCloud


> 80% Average GPU utilization after vGPU adoption

December 2, 2025

Building flexible GPU clouds with HAMi at DaoCloud

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SF Technology

SF Technology


Up to 57% GPU Savings for production and test clusters

September 18, 2025

Effective GPU: A Heterogeneous AI Virtualization Pooling solution by SF technology built on top of HAMi

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Prep EDU

Prep EDU


90% of GPU infra optimized using HAMi

August 20, 2025

Enabling Efficient GPU Orchestration for AI Inference at PREP EDU

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