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The AI Edge – School/Education Video Security Monitoring Blueprint
Project Technical Lead: Hechun Zhang, Baidu, Elected 10/21/19
Blueprint species:
Use Case Attributes | Description | Informational |
Type | The AI Edge |
|
Blueprint Family | New |
|
Use Case | Safety, security, and surveillance |
|
Blueprint proposed Name | The AI Edge |
|
Initial POD Cost (capex) | Leverage Unicycle POD - less than $150K |
|
Scale & Type | up to 4 servers, x86/ Arm server or deep edge class With nVIDIA Telsa P4/T4 GPUs |
|
Applications | 1. Small scale IoT data aggregation and machine learning platform 2. Small scale deep learning models training for video data 3. Model training for AcumosApps |
|
Power and memory restrictions | Less than 10Kw K8s 1.12.5 or above- Container Orchestration OS –CentOS 7.0 or above |
|
Infrastructure orchestration | Docker 1.13.1 or above |
|
SDN | Calico container networking, or OVS-DPDK |
|
| Dataplane | VPP | |
Workload Type | Containers |
|
Additional Details | Acumos and EdgeX interfaces will be connected in this case |
|
Attachment:
| View file | ||||
|---|---|---|---|---|
|
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Committer | Affiliation | Committer Contact Info | Committer Bio | Committer Picture | Self Nominate for PTL (Y/N) |
Hechun Zhang | Baidu | Seasoned MEC and 5G Solution Architect of Baidu, with impressive 9 years experience in ICT industry. Project Manager of ODCC Edge Computing Group. |
| Y | |
| Dechao Kong | Baidu | kongdechao@baidu.com | |||
| Gang Chen | Baidu | chengang13@baidu.com | |||
| Zhenhua Xu | Baidu | xuzhenhua02@baidu.com | |||
| Siyi He | Baidu | hesiyi@baidu.com | |||
| Arm | |||||
| @Yipan Deng | Intel | yipan.deng@intel.com | |||
| PSU | N | ||||
| Raviraj Mahatme | Arm | raviraj.mahatme@arm.com | |||
| Tiejun Chen | Affiliation | Committer Contact Info | Committer Bio | Committer Picture | Self Nominate for PTL (Y/N)|
| VMware | tiejunc@vmware.com |
