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2. If the proposal includes a new Blueprint Family include a completed Blueprint Family template specific to the new Family.

Case Attributes

Description

Type

New

Blueprint Family - Proposed Name

Differentially private data aggregation framework – OpenMind PipelineDP

Use Case

Differentially private data aggregation

Blueprint proposed Name

Differentially private data aggregation framework: OpenMind PipelineDP

Initial POD Cost (capex)

Unicycle less than $150k: 3 Arm bare metal machines, 1 10G switch, 1 AMD GPU

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: Ubuntu

•GPU Driver: AMD,NVIDIA:

•Network: OVS

GPU Driver (AMD, NVIDIA)

SDN

N/A

Workload Type

•Data Center SQL databases

Here are some examples of how to use PipelineDP:

Additional Details

N/A



If the proposal is to add a new Family to support an existing Use Case please identify the proposed Use Case.

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In addition add any other material needed to describe the proposal which is needed for the TSC assessment should be referenced or placed in the proposal's page(s).

  1. https://github.com/OpenMined/PipelineDP
  2. https://pipelinedp.io/