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Attributes

Description

Type

New

Industry Sector

HealthCare, Education

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.

  • 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 use cases

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


    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

    •GPU (NVIDIA V100/s or NVIDIA RTX6000) for AR/VR and AI 

    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

    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

      N/A

    Use

    N/A

    Case Attributes

    Description

    Informational

    Type

    New


    Blueprint Family - Proposed

    Name

    Tami COVID-19 Blueprint Family

    Use Case

    1. Health Application on Edge
    2. Education Application on Edge

    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

    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

    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

    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 Zhang
    Olivier.Bernard@arm.comGMT-8Director - High-Performance IoT
    Y
    Microsoftcixing@microsoft.comPacific


    SushantCoredgesushant@coredge.ioAsia

    Y
    @Alexander SuNexcomalexander@nexcom.com



    Jason WenMyaisjason.wen@myais.com.cnGMT+8


    Jack LiuMyaisjack.liu@myais.com.cnGMT+8
    Biswajit Dehibisu2006@gmail.comSurojit Banerjeesurojitb@amazon.comK. Dayasdayak@gmail.com