- proposal
Attributes | Description | Informational | |
Type | New | ||
Industry Sector | Telco, Data Centers and Data Warehouse Warehouses of Hospitals, Govs, Teleco and Schools | ||
Business driver For Example: Emerging technologies such as 5G (vRAN, Core) and associated Edge Services requires Cloud instance deployed at the edge of the provider network to support latency need. Without Edge Cloud, above said services cannot be enabled | Business use cases | For Example: 1.Edge Cloud deployable at Central offices with 7 servers in a single rack should incur low operational costs per year. 2. In-place upgrade of the Edge cloud should be supported without impacting the availability of the edge applications 3. Edge Solution should have role based access controls, Single Pane of Glass control, administrative and User Based GUIs to manage all deployments. 4. The automation should also support zero touch provisioning and management tools to keep operational cost lowerDifferentially private data aggregation framework, pipelineDP, enables write fast, flexible pipelines that use modern techniques to aggregate user data in a privacy-preserving manner. PipelineDP is a framework for applying differentially private aggregations to large datasets using batch processing systems such as Apache Spark, Apache Beam, and more. To make differential privacy accessible to non-experts, PipelineDP:
| |
Business use cases |
| ||
Business Cost - Initial Build Cost Target Objective | For Example: Edge Cloud should be deployable at Central offices with 7 with more than 3 servers in a single rack at a low cost. | ||
Business Cost – Target Operational Objective | For Example: 1.Edge Cloud deployable at Central offices with 7 servers in a single rack should incur low operational costs per year 2.
| ||
Security need | For Example: The solution should have granular access control and should support periodic scanning. | ||
RegulationsFor Example: | The Edge cloud solution should meet all the industry regulations of data privacy , and telco standards (NEBS), etc., | ||
Other restrictionsFor Example: | Consider the power restrictions of of specific location in the design (example - Customer premise, where data are stored in School's internal servers) | ||
Additional detailsFor Example: | The Edge Cloud Solution should be deployable across the globe and should be able to support more than 10,000 locations. | Use case submitters can include files (PPT, DOC, etc…) that explain the use case in more detailinclude SQL queries get/set. |
2. If the proposal includes a new Blueprint Family include a completed Blueprint Family template specific to the new Family.
Case Attributes | Description | Informational | |||||||||
Type | New or Modification to an existing submission | ||||||||||
Blueprint Family - Proposed Name | Examples Only: Network Cloud FamilyData Privacy Blueprint Family – PipelineDP | ||||||||||
Use Case | Examples Only: Network Cloud | Differentially private data aggregation | |||||||||
Blueprint proposed | Examples Only: Central Office deployments Customer Premise deployments | Name | PipelineDP | ||||||||
Initial POD Cost (capex)Examples Only: | Unicycle less than $150k | Scale | Examples Only: | Applications | Examples Only: Any type of Edge Virtual Network Functions | Power Restrictions | Example Only: | Preferred Infrastructure orchestration | Examples Only: OpenStack - VM orchestration Docker/K8 - Container Orchestration OS - Linux VNF Orchestration - ONAP Under Cloud Orchestration – Airship | Additional Details | Submitter to provide additional use case details |
3, If the proposal includes a new Blueprint Species addition to an existing or new Blueprint Family include a completed Blueprint Species template specific to each Blueprint Species being submitted.
Case Attributes | Description | Informational | |||||||||||||||||||||
Type | New or Modification to an existing submission | Blueprint Family - Proposed Name | Examples Only: Network Cloud Family | Use Case | Examples Only: Network Cloud | Blueprint proposed Name | Examples Only: Unicycle A | Initial POD Cost (capex) | Examples Only: | Scale & Type | Examples Only: | Applications | Examples Only: 5G Core or vRAN (RIC) | Power Restrictions | Example Only: | Infrastructure orchestration | Examples Only: OpenStack Pike or above - VM orchestration Docker 1.13.1 or above / K8 1.10.2 or above- Container Orchestration OS - Ubuntu 16.x VNF Orchestration - ONAP Beijing Under Cloud Orchestration - Airship v1.0 | SDN | Examples Only: SR-IOV & OVS-DPDK or VPP-DPDK | Workload Type | Examples Only: VMs and Containers | Additional Details | Submitter to provide additional use case details: 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 |
If the proposal is to add a new Family to support an existing Use Case please identify the proposed Use Case.
...
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).
- Github: https://github.
...
Instruction to add a new page for each submission is below.
Step 1:
Step 2:
Step 3:
...
- com/OpenMined/PipelineDP
- Website: https://pipelinedp.io/
- API: https://pipelinedp.io/api-documentation/index.html
- Utility analysis: https://github.com/OpenMined/PipelineDP/tree/main/utility_analysis
- Proposal: OpenMined PipelineDP
View file | ||||
---|---|---|---|---|
|
Committer:
Name | Company | |
---|---|---|
Wenhui Zhang | Bytedance Inc | wenhui.zhang@bytedance.com |
Abinav Ravi Venkatakrishnan | deepc GmbH | subramathreya@gmail.com |
Chinmay Shah | OpenMined | cs@chinmayshah.xyz |