AI/ML and AR/VR applications at Edge
- Sukhdev Kapur
Project Technical Lead: Vikram Siwach
Project Committers detail:
| Committer | Committer Company | Committer Contact Info | Committer Bio | Committer Picture | Self Nominate for PTL (Y/N) |
|---|---|---|---|---|---|
Sukhdev Kapur | Juniper Networks | Sukhdev Kapur | |||
| Vikram Siwach | MobiledgeX | Vikram Siwach | |||
Presentation:
Blueprint species:
| Attributes | Description | Informational |
|---|---|---|
| Type | New Blueprint for enabling AI/ML and low latency AR/VR capabilities at the Edge | New submission for integrating Tungsten Fabric for Edge Cloud for AI/VR applications for developers in a distributed environment |
| Industry Sector | Edge Cloud, Enterprise, 5G, and IoT | The blueprint empowers Integrated Edge Cloud architecture to use single SDN Controller (Tungsten Fabric) for all type of Containers, Virtual Machines, and Bare Metal Servers. |
| Blueprint Family - Proposed Name | Integrated Edge Cloud | |
| Use Case | Programmability on switches and I/O Accelerations on programmable NICs & embedded FPGAs to deliver AI/ML workload placement and low latency demands of AR/VR applications onboarding edge stack | |
| Blueprint proposed Name | AI/ML and AR/VR applications at Edge | |
| Initial POD Cost (capex) | Leverage white boxes, standard NICs: The cost of POD will depend upon the hardware profiles and peripherals desired | |
| Scale & Type | The deployment will employ baremetal as well virtual machines and containers. The smallest footprint for minimal Cloudlet is 9VMs to a large Cloudlet could span to 8-Cluster Cloudlets | |
| Applications | AI/ML streaming workloads and AR/VR applications | |
Power Restrictions | Less than 10Kw | |
Infrastructure orchestration | OpenStack Queens or above Docker 1.13.1 or above Container Orchestration –K8s 1.10.2 or above OS - Ubuntu 16.x, CentOS | |
SDN | Tungsten Fabric Kernel vRouter, DPDK vRouter, SR-IOV and SmartNIC | |
Workload Type | Containers over VM or baremetal | |
Additional Details | ● Runs on Commodity HW |