Huawei New OceanDisk AI Storage -- China Beating USA Sanctions with Systems Architecture
AI Hardware Bottlenecks: Analyzing Huawei's Storage Push Against GPU Hype
Discover why optimizing Artificial Intelligence deployment requires rigorous systems architecture focused beyond just GPUs, and learn how geopolitical policy might be forcing the next generation of superior, non-legacy hardware standards.
Short Summary
- Architectural planning must comprehensively address storage, databases, and interconnects, not just processing units.
- Huawei launched specialized AI Solid State Drives (SSDs) targeting the data capacity and speed bottlenecks prevalent in current AI training clusters.
- External market pressures (like US trade policy) can force competitors to innovate rapidly, creating potentially faster, cleaner designs by skipping established legacy infrastructure.
- The true performance gain often resides in optimizing the slowest component (the bottleneck), whether it is CPU, RAM speed, or storage throughput.
This discussion explores the crucial, often overlooked, hardware components required for scalable AI solutions. Eli uses Huawei's new storage launch as a case study to pivot into discussing architectural necessity versus product hype and the impact of rapid technological standards evolution on global leadership.
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Top Comments (10)
There’s an Asianometry episode that points out just how Chinese companies work together to solve and develop new technologies, each working on their own little part of the puzzle. American companies can often be too fucking greedy, paranoid and protective to work together, when they would help themselves in even the short run. It’s a terrible mindset.
I remember preferring SCSI drives over IDE drives on my PCs back at the turn of the century. Made a HUGE difference.
Man, I did the MCSE TCP4 eleective too, back in 1999, lol!
In a 1997 a master student thesis used Reinforcement Learning that stored weights on a small hard drive. It used an adaptive control system, with an adaptive Fuzzy state classifier ran on an Intel 486DX (I go over this thesis on my channel). Note that Fuzzy Logic merges relative symbolic language with statistical math. When combining this with Reinforcement Learning creates the potential to learn any symbolic language and the physics of the universe...
This one is already big! and the Chinese military parade yesterday was even scarier than this one...
“Real Technology” you say….its good to see a Tech Video from you. And the new Tech that has been developed👍🏻👍🏻👍🏻👍🏻
Great content 👍🏻 cheers from Europe 🌍
China built a hospital larger than any in the US in one week. If the government sets their sites on something, I can't see them failing over the long run because of shear effort of millions of people all working together. A command economy may have it's downsides, but one area it can excel is change if the government actually demands it.
Interesting perspective on the new hard drives. I remember the times you mentioned about RAM and faster RAM 😂
Great video! Not all GPU’s are created equal, and inference needs less bandwidth
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Top Comments (10)
There’s an Asianometry episode that points out just how Chinese companies work together to solve and develop new technologies, each working on their own little part of the puzzle. American companies can often be too fucking greedy, paranoid and protective to work together, when they would help themselves in even the short run. It’s a terrible mindset.
I remember preferring SCSI drives over IDE drives on my PCs back at the turn of the century. Made a HUGE difference.
Man, I did the MCSE TCP4 eleective too, back in 1999, lol!
In a 1997 a master student thesis used Reinforcement Learning that stored weights on a small hard drive. It used an adaptive control system, with an adaptive Fuzzy state classifier ran on an Intel 486DX (I go over this thesis on my channel). Note that Fuzzy Logic merges relative symbolic language with statistical math. When combining this with Reinforcement Learning creates the potential to learn any symbolic language and the physics of the universe...
This one is already big! and the Chinese military parade yesterday was even scarier than this one...
“Real Technology” you say….its good to see a Tech Video from you. And the new Tech that has been developed👍🏻👍🏻👍🏻👍🏻
Great content 👍🏻 cheers from Europe 🌍
China built a hospital larger than any in the US in one week. If the government sets their sites on something, I can't see them failing over the long run because of shear effort of millions of people all working together. A command economy may have it's downsides, but one area it can excel is change if the government actually demands it.
Interesting perspective on the new hard drives. I remember the times you mentioned about RAM and faster RAM 😂
Great video! Not all GPU’s are created equal, and inference needs less bandwidth