Explore industry-scale data and AI systems challenges and solutions in this 46-minute conference talk by Yangqing Jia. Delve into Alibaba's Global Shopping Festival, examining big data infrastructure, holographs, and autonomous computing. Learn about EagleData warehouse, natural language queries, and AI engineering processes. Discover the M6 Pretrained Model's applications in design and AI platforms. Investigate recommendation systems, digital twins, and their impact on business decision-making. Gain insights into conventional ATC and participate in the audience Q&A session to further understand the complexities of large-scale data and AI implementations in industry settings.
Challenges and Solutions in Industry Scale Data and AI Systems - Yangqing Jia
Association for Computing Machinery (ACM) via YouTube
Overview
Syllabus
Intro
About Alibaba
Global Shopping Festival
Data and AI Technologies
Big Data
Big Data Infrastructure
Holographs
Autonomous Computing
Eagle
Data warehouse and data lake
Natural language query
Big data needs
BI and AI
AI Engineering
AI Training Procedures
Distributed Computation
M6 Pretrained Model
M6 for Design
Platform for AI
Recommendation Systems
AI Recommendation
Digital Twin
Business Decision Making
Conventional ATC
Summary
Audience Questions
Taught by
Association for Computing Machinery (ACM)
