PTL : Liya Yu (13 April 2021)
Blueprint species:
...
Use Case Attributes | Description | Informational |
Type | New |
|
Blueprint Family |
The AI Edge |
|
Use Case |
Autonomousdrivingtaxi |
|
Blueprint proposed Name |
RoboTaxi |
|
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 Tesla P4/T4 GPUs |
| |
Applications |
Video Processing for AutoDriving (especially training deep learning models)
Autonomousdrivingtaxi |
|
Power and memory restrictions |
Less than 10Kw |
|
Infrastructure orchestration |
Docker 1.13.1 or above K8s 1.12.5 or above- Container Orchestration OS – CentOS 7.0 or above |
| |
SDN | Calico |
container networking,or OVS-DPDK |
|
Workload Type | Containers |
Additional Details
Different bus connection: Ethernet, CANbus, etc.
There are mainly 4 pieces:
- a database to collect raw videos/video streams
- tons of containers with various models on training
- a database for trained models in binary format
- a database for queries records and transactions of database mentioned in 1 and 3.
Proposed PTL:
Contributors:
@soshun@soshun.arai@arm.com
Committers:
| ||
| PaaS | OTE Stack + Baetyl + OpenNESS | |
Additional Details | N/A |
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| View file | ||||
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As per the Akraino Community process and directed by TSC, any person wishing to be PTL shall self nominate themselves by putting a Y in the column. A blueprint which has only one nominee for Project Technical Lead (PTL) will be the elected lead. If there are two or more, an election will take place.
Self Nominations begin on 25 March 2021 and will conclude on 1 April 2021
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 the ICT industry. Project Manager of ODCC Edge Computing Group. |
| ||
| Zhenhua Xu | Baidu | xuzhenhua02@baidu.com | |||
| Liya Yu | Baidu | yuliya@baidu.com | Y | ||
| Zhuming Zhang(Simmy Zhang) | Yishi | 17555827@qq.com | |||
| Zhongwang Hao(haozw) | Yishi | zw.hao@msn.cn | |||
| Yipan Deng | Intel | yipan.deng@intel.com | |||
| Haitao Wang | Intel | hai.tao.wang@intel.com | |||
| Xiaopeng Tong | Intel | xiaopeng.tong@intel.com | |||
| Tina Tsou | Arm | tina.tsou@arm.com | |||
| Dechao Kong | Baidu | kongdechao@baidu.com | |||
| Wenhui Zhang | PSU | N |
Proposed PTL:
Hechun Zhang
Contributors: