20181120-Cloud Native Forum 華碩雲端 總經理 吳漢章(Peter Wu)

1. 華碩雲端/華碩健康 總經理
吳漢章 (Peter Wu)
Democratizing AI:
The Last Mile of Digital Transformation
AI 大眾化：數位轉型的最後一哩

2. 2
AI夢幻國家隊誕生
華碩、廣達與台灣大哥大協助科技部打造AI 雲端平台

4. Cloud Native 是一種革命
• For Today: Design for Operation, Internet-scale applications
• For Tomorrow: Design for Cooperation, AI applications

5. ASUS WebStorage為個人雲端儲存服務，提供跨裝置同步、備分、手機照片隨拍即傳、
分享、群組協作與全文檢索等功能，並可同時管理多個雲端空間檔案，讓使用者享受最
完整、彈性的儲存體驗。
◼ 提供註冊用戶免費5GB、ASUS視產品線裝置可享受優於一般用戶的使用權限
◼ (PC,手機,Smart Home, NAS, 網路攝影機)
◼ 支援網頁、個人電腦(Windows, Mac, Linux)、手持裝置(Android, iOS,
Windows Phone)等7種版本
◼ 儲存之外，更提供雲端檔案總管、筆記應用、雲端便利貼、Outlook大檔
寄送與7-11 ibon/全家 FamiPort雲端列印等應用服務
智慧應用│個人雲端智慧儲存服務

6. Cloud Native 是一種革命
• For Today: Design for Operation, Internet-scale applications
• For Tomorrow: Design for Cooperation, AI applications

7. 產
業
轉
型
數
位
技
術
智慧教育 智慧照護 智慧交通
智慧監控
Fintech
工業4.0
Digital Health
零售業4.0
智慧終端
Cloud IoT BigData/AI
智慧安全
翻轉教育
09:23
智慧農業
智
慧
城
市
數位轉型大浪潮的最後一哩：AI 大眾化
Wintel Ecosystem->Vertical Ecosystem
Domain
Owner
Service/System
Integrator
data
data
RSCRSC
• Deep technology
• Everything as a service
• PPP or new business model
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9. Medical Research and
Analysis/Algorithm
Personal Data
Environmental Data
AirBox
Wearable
devices
• Prediction
• Prevention
• Participation
Personal Weather Station
PM2.5 Prediction

10. Universtiy of Texas. Environ. Sci. Technol. 2015, 49, 8057−8066
Harvard School of Public Health. Environ Health Perspect 2016
CVD & COPD
Polluted Air Can Lead to Cardiovascular and
Respiratory Diseases
Increase 2.1ug/m3 of PM2.5,
eGFR will decrease like the
picture shown below accordingly.
Recent AI Application: PM2.5 Prediction

11. Co-op with FarEastone for PM2.5 Prediction
NO2
Reading
Air Quality
Station Data
Predict 24hr air pollution reading
Tempera-
ture
Wind
Direction
Barom-
etric
Pressure
Wind
Speed
Weather
Station Data
Industrial
Pollution Sources
Gradient Boost
XGBoost
CATboost
Data Processing & Model Tuning
Parameter Tuning
Learning Rate,
Max Features,
Max_Depth
Subsamples
GSMA
Model
Result
Grid Search
Filter outlier
Linear
interpolation
Data ProcessingOriginal
• 2 initial studies
– Grid search to look for best Gradient boost parameters
– Industrial impact in Taichung using CEMS data

12. 血壓量測應用
個人化、行動化、智慧化
1. Medical Device2. Gateway3. Identity4. Domain Service
+ + +

13. 13
AI 大眾化的四大挑戰
算力、工具、數據、商轉

14. Cloud Infra
Data Platform
(Tool)
AI PaaS
(Tool)
Vertical Ecosystem
(Domain DATA)
AI Training Developer
(Domain Expert)
AI Inferencing Developer
(Domain Expert)
End User
ASUS DIGI Stack
Personal Cloud
Asuswebstorage.com
Computer Vision
Smart City
Asus-smartcity.com
Digital Health
OmniCare.asus.life
Digital Workspace
Biz.asuswebstorage.com
ASUS ML Cloud
OmniStor Content
Collaboration Platform
Asuscloud.com
ASUS’s Public Cloud NCHC’s TWCC
AI Benchmark Tool
ASUS’s Server H/W
Natural Language
OmniThings IoT Data
Platform
Omnithings.asuscloud.com
Development Board
14
7
6
5
4
3
2
1
3rd Partners
3rd Partners
Open Source Tools
IaaS

15. 15

16. Cloud Native 是一種革命，我們一起擁抱他!
• Start building an application, in a cloud native way.
• Digging more, if you feel not that clear…
• Be a true “open”-source believer!
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17. 激發潛能
忠於真我
SUCCESS
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