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Attributes

Description

Type

New

Industry Sector

HealthCare, Education

Business use cases

  1.  Video Processing : Enhance Engagement Quality, Augment Video with information, Create Virtual environment, Transcribe engagements
  2.  Telehealth : Appointment Scheduling, Payment Processing, Electronic Health Records
  3.  Gamification : Reinforce Corrective Behavior, Track Progress, Generate Trends
  4.  Learning Management System : AI Teacher Assist, Early Progress Prediction

IoT and Infrastructure Smart  Edge

Business driver

With corona virus spreading worldwide, 62% Rural kids are missing their classes since the Pandemic started, due to no or very low internet bandwidth. While teachers and students are predominantly from surrounding areas, there is no need for the video feeds to be processed 100s or 1000s of miles away from the rural network. Processing at the edge will allow localized educational platform to operate with low internet bandwidth.
Patients and doctors need very high definition video to engage with real impact. 5G provides low latency/high bandwidth opportunity but unless the processing is done at the edge, near to where the doctor and patient is, the opportunity can't be utilized to improve doctor-patient engagements.

•GPU (NVIDIA V100/s or NVIDIA RTX6000) for AR/VR and AI 
  • Increasing and aging urban population
  • Congestion and traffic
  • Autonomous driving and package delivery
  • Smart Energy, water and waste management
  • Public health and safety, emergency services
  • Smart buildings, working spaces and living
  • Smart retail and logistics
  • Continuous advances in Technology that are driving the digital economy

Business use cases

A city is smart when investments in human and social capital, traditional infrastructure and disruptive technologies fuel sustainable economic growth and higher quality of life, with a wise management of natural resources, through participatory governance. This results from many diverse smart solutions across all sectors of society, filed by a combination of disruptive technologies and social innovation.


Business Cost - Initial Build Cost Target Objective

Host Video applications, Health Application, LMS on the edge, control plane on the cloud, and media plane close to customer site such as MEC servers in telco central offices.

We choose X86 server to deploy the MEC platform to reduce the cost.

•2 X86 Nodes ( The PowerEdge XE2420 provides a short-depth, dense, Dual-socket, 2U server)

•Kubernetes v 1.17 (Open Source)

Cost of a proof of concept, how to deploy an example of a smart city implementation across multiple suppliers and stakeholders.

Cost is only for the hardware

Business Cost – Target Operational Objective

It more like a cloud platform, but it's specific for the edge site.  

•It needs Helm and Ansible for the automation and management tools to keep operational cost lower

•Maintain a mixed edge platform including x86 and ARM. 

•Kubernetes v1.17 

•Android, IOS 

•GPU ( NVIDIA V100/s or NVIDIA RTX6000)

•Both ARM and X86 can support it.

Varies widely depending on accessories.  The IoT Gateway can be under $500 to over $5,000

Security need

Security mechanisms that can be implemented at each layer of abstraction. 

Regulations

N/A

PSA and PARSEC both provide a security framework.

Regulations

Varies depending on local regulations

Other restrictions

N/A

Additional details

N/A

Project Cassini is the open, collaborative, standards-based initiative to deliver a cloud-native software experience across a secure Arm edge ecosystem. Whether exploring the impacts of urbanization and climate change with software-defined sensor networks, pinpointing origins of power outages in smart grids with data provenance, or enhancing public safety initiatives through data streaming, Project Cassini leverages the power of diverse Arm-based platforms to create a secure foundation for edge applications.

Family - Project Cassini - IoT and Infrastructure Edge

Use Case Attributes

Description

Informational

Type

New


Blueprint Family - Proposed Name

Project Cassini - IoT and Infrastructure Edge

There are many possible UCs that would be covered under Project Cassini

Use Case

All of the use cases under Project Cassini

See below

Blueprint proposed

Smart Cities


Initial POD Cost (capex)

Varies widely depending on the Blueprint


Scale of Servers

Varies widely depending on the Blueprint


Applications 

Multiple workloads on devices and gateways,
deployed through containers


Power Restrictions

None/Varies


Preferred Infrastructure orchestration

Docker/K8 - Container Orchestration

OS - Linux


Additional Details



BluePrint (Species) - Smart Cities

Smart City ManagementN/A

Case Attributes

Description

Informational

Type

New


Blueprint Family - Proposed   Name

Project Cassini - IoT and Infrastructure Edge Blueprint Family

SC - Smart Camera

or other abbreviations

Use Case

Traffic

management to reduce congestion, monitor vehicle violations

With a few modifications, it is possible to change this blueprint to meet many similar Use Cases

Blueprint proposed Name

Tami COVID-19 Blueprint Family: RuralEdge

2 PowerEdge XE2420 bare metal machines Dual-socket, 2U server, 1 10G switch, 1  GPU

Scale & Type

For the smallest deployment, this requires 2 X86 bare metal machines. For large deployments, this could span to large number of bare metal machines.

Applications

Online Education(Sage.Camp), Telehealth(docs@home), Gamification(Roblox), Video Processing

Power Restrictions

N/A

Infrastructure orchestration

Host:

•Orchestrator: Kubernetes

•Bare Metal Provisioning : Ansible

•Kubernetes Provisioning: KuD

•OS: Ubuntu

•Database: MySQL /MariaDB

•Application: Python, Node.js, React

•GPU Driver: X86,NVIDIA

•Network: OVS, WebRTC

GPU Driver (X86, NVIDIA)

SDN

N/A

Workload Type

•Android /IOS applications 

Additional Details

Smart Cities


Initial POD Cost (capex)

Under $300

IoT Gateway- Nexcom

SMARTER Stack


Scale & Type of Server

1 IoT Gateway, a server on the edge is not needed 

This is on the customer edge, thus there is no server.  The IoT Gateway will handle the connection to the internet.

Applications

Applications that
can be managed remotely using cloud native practices 


Power Restrictions

NA

None of the devices require power that is outside of a normal wall socket

Infrastructure orchestration

VM - Linux


SDN (Software Defined Networking)

None


Workload Type

  • Containers (Tensorflow, Keras containers)
  • VM- Ubuntu


Additional Details



Olivier Bernard will be PTL beginning April 2021 (pending TSC approval) 


Committer

Committer

Company

 Committer Contact InfoTime Zone

Committer Bio

Committer Picture

Self Nominate for PTL (Y/N)

Tina Tsou
Arm
NWenhui ZhangBiswajit Dehibisu2006@gmail.comSurojit Banerjeesurojitb@amazon.comK. Dayasdayak@gmail.com
Olivier.Bernard@arm.comGMT-8Director - High-Performance IoT
Y
Microsoftcixing@microsoft.comPacific


SushantCoredgesushant@coredge.ioAsia

Y
@Alexander SuNexcomalexander@nexcom.com



JasonWenMyaisMyaisjason.wen@myais.com.cnGMT+8


Jack LiuMyaisjack.liu@myais.com.cnGMT+8