Machine Learning & Artificial Intelligent For fast data: Challenges and Perspective
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Machine Learning & Artificial Intelligent
For fast data: Challenges and Perspective
Dr. Shiming Simon ZHANG
smzhang@me.com
+86-13968480220
Make data and ML & AI
easy for everyone
Heterogeneous Cloud
Build a unified data platform
incorporating with architecture
innovations and hardware advances
for high-velocity analytics on
data-intensive ML & AI applications
As the world changes—and it's changing faster than ever
You need to be adapting to it and anticipating problems before they occur.
You need to be able to shift right direction as fast as the trends do, and are shifting in the right direction in the moment.
The businesses that shape the future will be the ones capable of this. They will make every moment work for them.
Every change will become an opportunity. Insights will become actions.
Every piece of data, a new perspective that drives innovation and engagement.
This will not wait. This is today, tomorrow, and every second of every day to come.
This is real time
Big Data
Data At Rest
Challenge in volume
Realtime in minutes for reports
Offline batch processing
Fast Data
Data In Motion
Challenge in velocity
Realtime in microsecond for instant actions
Online interactive processing
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