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Case Attributes | Description |
Type | New |
Blueprint Family - Proposed Name | Differentially private data aggregation framework – OpenMined Data Privacy Blueprint Family – OpenMined PipelineDP |
Use Case | Differentially private data aggregation |
Blueprint proposed Name | Differentially private data aggregation framework: OpenMined PipelineDP |
Initial POD Cost (capex) | Unicycle less than $150k: 3 Arm bare metal machines, 1 10G switch |
Scale & Type | For the smallest deployment, this requires 2 Arm bare metal machines. For large deployments, this could span to large number of bare metal machines. |
Applications | Differentially private data aggregation for large scale online education, telemedicine, Hospitals, Govs, Teleco and Schools. |
Power Restrictions | N/A |
Infrastructure orchestration | Host: •Orchestrator: Kubernetes •Bare Metal Provisioning：Ansible •Kubernetes Provisioning：KuD •OS: MAC/Linux |
SDN | N/A |
Workload Type | •Data Center SQL databases Here are some examples of how to use PipelineDP: |
Additional Details | N/A |
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