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 |
AI for IoT
|
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 |
There are mainly 4 pieces:
- a database to collect raw data streams
- tons of containers with various models on training
- a database for trained models in binary format, and predicted result in JSON format
- a database for queries records and transactions of database mentioned in 1 and 3.
Acumos and EdgeX interfaces will be connected in this case |
|
Attachment:
| View file | ||||
|---|---|---|---|---|
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Committer | Affiliation |
Committer
Committer
Company| 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 |
Proposed PTL:
Contributors:
@soshun@soshun.arai@arm.com
Committers:
| Raviraj Mahatme | Arm | raviraj.mahatme@arm.com | |||
| Tiejun Chen | VMware | tiejunc@vmware.com |
...