AMD Advanced Insights Ep. 4: Google on 5th Epoch of Distributed Computing

Опубликовано 22 мая 2024, 15:00

Amin Vahdat, Engineering Fellow and VP of Machine Learning, Systems and Cloud AI at Google, and I delve into the transformative era of distributed computing. We explore the key characteristics, challenges and opportunities, as well as the future landscape.

0:00 – 0:30 Introduction
0:30 – 1:47 Amin’s Bio
1:48 – 2:53 Shared experience
2:53 – 3:34 Leapfrogging Innovation
3:35 – 4:59 1970 Blank Canvas
4:59 – 5:52 Innovation Impact and challenges
5:52 – 6:58 Supercomputing and Connecting People
6:58 – 7:33 Moore’s Law and the Personal Computing Era
7:33 – 7:47 Connected Computers
7:47 – 8:31 More Powerful PCs
8:31 – 9:07 2000s and Doubling Slows
9:07 – 11:14 Scale Out Takes Hold and Cluster-based Computing
11:14 – 12:28 Totality of Human Knowledge
12:28 – 13:37 Demand for More Computing
13:37 – 14:22 New Types of Accelerators
14:22 – 15:17 30 Seconds/Day = 10 Googles
15:17 – 15:50 5th Generation TPUs
15:50 – 16:17 Transformers Organizing Information
16:17 – 16:58 Model Growth 10X Annually
16:58 – 19:45 Specialized Accelerators for the Win?
19:45 – 20:55 Flavors of General Purpose
20:55 – 22:36 Power Challenge and Google’s 2030 power goals
22:36 – 25:13 Power Provisioning
25:13 – 26:52 Open Source vs Proprietary
26:52 – 27:58 Societal Infrastructure
27:58 – 29:21 Importance of Team Culture
29:22 – 30:30 Growth Mindset vs Static Thinking
30:31 – 31:55 Dangers of Village Mentality
31:56 – 32:34 Communicating Culture
32:35 – 33:45 Thank You Amin
33:46 – 34:29 Episode Wrap Up

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