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 |
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Blueprint Family | New |
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Use Case | Safety, security, and surveillance |
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Blueprint proposed Name | The AI Edge |
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Initial POD Cost (capex) | Leverage Unicycle POD - less than $150K |
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Scale & Type | up to 4 servers, x86/ Arm server or deep edge class With nVIDIA Telsa P4/T4 GPUs |
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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 |
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Power and memory restrictions | Less than 10Kw K8s 1.12.5 or above- Container Orchestration OS –CentOS 7.0 or above |
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Infrastructure orchestration | Docker 1.13.1 or above |
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SDN | Calico container networking, or OVS-DPDK |
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Dataplane | VPP | |
Workload Type | Containers |
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Additional Details | Acumos and EdgeX interfaces will be connected in this case |
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Attachment:
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 | VMware | tiejunc@vmware.com |
2 Comments
Tina Tsou
Gateway built on NXP LS1043, 1046 based on A53, A72 may be suitable for video security monitoring.
John Thompson
The amount of compute required for this depends greatly on the desired sample rate of the video (e.g. real-time video processing at 30fps vs captured samples at 1 fps). More information on this is necessary before a suitable gateway architecture can be suggested.