Google on 5th Epoch of Distributed Computing: Advanced Insights S1E4

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 *** Subscribe: https://bit.ly/Subscribe_to_AMD Join the AMD Red Team Community: https://www.amd.com/en/gaming/community Join the AMD Red Team Discord Server:   / discord   Like us on Facebook: https://bit.ly/AMD_on_Facebook Follow us on Twitter: https://bit.ly/AMD_On_Twitter Follow us on Twitch:   / amd   Follow us on LinkedIn: https://bit.ly/AMD_on_Linkedin Follow us on Instagram: https://bit.ly/AMD_on_Instagram ©2024 Advanced Micro Devices, Inc. AMD, the AMD Arrow Logo, and combinations thereof are trademarks of Advanced Micro Devices, Inc. in the United States and other jurisdictions. Other names are for informational purposes only and may be trademarks of their respective owners.