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Attributes

Description

Informational

Type

New


Industry Sector

Data Centers and Data Warehouses of Hospitals, Govs, Teleco and Schools


Business driver

Differentially 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:

  • Provides a convenient API familiar to Spark or Beam developers.
  • Encapsulates the complexities of differential privacy, such as:
    • protecting outliers and rare categories,
    • generating safe noise,
    • privacy budget accounting.
  • Supports many standard computations, such as count, sum, and average.


Business use cases

1.Schools do machine learning on differentially private data aggregation infrastructure for confidential student information.

2. Hospitals do machine learning on differentially private data aggregation infrastructure for confidential patient information.

3.Gov do machine learning on differentially private data aggregation infrastructure for confidential wage information.

4.Telco do machine learning on differentially private data aggregation infrastructure for confidential consumer text msg and phone call records information.


Business Cost - Initial Build Cost Target Objective

Edge Cloud should be deployable with more than 3 servers in a single rack at a low cost.


Business Cost – Target Operational Objective

  1. execute this framework on top of disaggregated datasets in Data Centers and Data Warehouses requires little cost.
  2. In-place upgrade of the Data Centers and Data Warehouse should be supported without impacting the availability of the edge applications
  3. The automation should also support zero touch provisioning and management tools to keep operational cost lower


Security need

For Example:

The solution should have   granular access control and should support periodic scanning


Regulations

For Example:

The Edge cloud solution should   meet all the industry regulations of   data privacy, telco standards   (NEBS), etc.,


Other restrictions

For Example:

Consider the power restrictions of   specific location in the design (example - Customer premise)


Additional details

For 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 detail.

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 Family


Use Case

Examples Only:

Network Cloud


Blueprint proposed

Examples Only:

Central Office deployments
•  Unicycle
•  Tricycle
•  Cruzer

Customer Premise deployments
•  Rover


Initial POD Cost (capex)

Examples Only:
•  Rover less than $20k
•  Unicycle less than $150k
•  Tricycle less than $300k
•  Cruzer less than $800k


Scale

Examples Only:
•  Rover - 1 server
•  Unicycle - 1 rack
•  Tricycle - 3 racks
•  Cruzer - 6 racks


Applications

Examples Only:

Any type of Edge Virtual Network   Functions


Power Restrictions

Example Only:
•  Cruzer - less than 50k watts


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:
•  Unicycle less than $150k


Scale & Type

Examples Only:
•  Up to 7 servers
•  x86/ARM server or deep edge class


Applications

Examples Only:

5G Core or vRAN (RIC)


Power Restrictions

Example Only:
•  Less than 10Kw


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



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

If the proposal is to add a new Species to an existing Family please identify the proposed Family.


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).



Instruction to add a new page for each submission is below.

Step 1:


Step 2:


Step 3:



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