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GB200 Hardware Architecture - Component Supply Chain & BOM
Hyperscale customization, NVLink Backplane, NVL36, NVL72, NVL576, PCIe Retimers, Switches, Optics, DSP, PCB, InfiniBand/Ethernet, Substrate, CCL, CDU…
Jul 17
•
Dylan Patel
,
Wega Chu
,
Chaolien Tseng
,
Myron Xie
,
Jeremie Eliahou Ontiveros
, and
Daniel Nishball
96
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GB200 Hardware Architecture - Component Supply Chain & BOM
www.semianalysis.com
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13
June 2024
100,000 H100 Clusters: Power, Network Topology, Ethernet vs InfiniBand, Reliability, Failures, Checkpointing
Frontier Model Scaling Challenges and Requirements, Fault Recovery through Memory Reconstruction, Rack Layouts
Jun 17
•
Dylan Patel
and
Daniel Nishball
148
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100,000 H100 Clusters: Power, Network Topology, Ethernet vs InfiniBand, Reliability, Failures, Checkpointing
www.semianalysis.com
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18
OpenAI Chip Team Is Now Serious
Poaching Aggressively
Jun 3
•
Dylan Patel
86
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OpenAI Chip Team Is Now Serious
www.semianalysis.com
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12
May 2024
How Dell Is Beating Supermicro
Enterprises, Sovereign AI, CoreWeave, Tesla, AI Neocloud economics + orders
May 30
•
Dylan Patel
,
Daniel Nishball
, and
Caleb Goh
70
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How Dell Is Beating Supermicro
www.semianalysis.com
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19
Apple’s AI Strategy: Apple Datacenters, On-device, Cloud, And More
When to run on-device, in Apple datacenters, or in the cloud with OpenAI, Deal economics
May 27
•
Dylan Patel
and
Myron Xie
97
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Apple’s AI Strategy: Apple Datacenters, On-device, Cloud, And More
www.semianalysis.com
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16
OpenAI Is Doomed? - Et tu, Microsoft?
Meta, Google, Anthropic, DeepSeek, Inflection Phi Wizard, Distribution/Integration vs Capital/Compute?
May 7
•
Dylan Patel
and
Daniel Nishball
137
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OpenAI Is Doomed? - Et tu, Microsoft?
www.semianalysis.com
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26
April 2024
Intel’s 14A Magic Bullet: Directed Self-Assembly (DSA)
How High-NA EUV can be economically viable at the 1.4nm process node
Apr 18
•
Dylan Patel
and
Jeff Koch
91
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Intel’s 14A Magic Bullet: Directed Self-Assembly (DSA)
www.semianalysis.com
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7
Nvidia Blackwell Perf TCO Analysis - B100 vs B200 vs GB200NVL72
GPT-4 Profitability, Cost, Inference Simulator, Parallelism Explained, Performance TCO Modeling In Large & Small Model Inference and Training
Apr 10
•
Dylan Patel
and
Daniel Nishball
103
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Nvidia Blackwell Perf TCO Analysis - B100 vs B200 vs GB200NVL72
www.semianalysis.com
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32
Is Intel Back? Foundry & Product Resurgence Measured
Foundry Cost Wall, Whale Customers, Datacenter Share, The Money Problem
Apr 2
•
Dylan Patel
,
Myron Xie
,
Daniel Nishball
,
Jeremie Eliahou Ontiveros
, and
Jeff Koch
114
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Is Intel Back? Foundry & Product Resurgence Measured
www.semianalysis.com
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39
March 2024
Nvidia’s Optical Boogeyman – NVL72, Infiniband Scale Out, 800G & 1.6T Ramp
Transceiver to GPU Ratio, DSP Growth, Revealing The Real Boogeyman
Mar 25
•
Dylan Patel
and
Daniel Nishball
96
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Nvidia’s Optical Boogeyman – NVL72, Infiniband Scale Out, 800G & 1.6T Ramp
www.semianalysis.com
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6
Nvidia B100, B200, GB200 - COGS, Pricing, Margins, Ramp - Oberon, Umbriel, Miranda
The B Stands For Jensen's Benevolence
Mar 18
•
Dylan Patel
,
Myron Xie
, and
Chaolien Tseng
96
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Nvidia B100, B200, GB200 - COGS, Pricing, Margins, Ramp - Oberon, Umbriel, Miranda
www.semianalysis.com
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15
Astera Labs IPO - The Next Connectivity Superhero or Steamrolled By Competition?
Bottoms Up Model, Units, ASP, Revenue, By Hyperscaler Analysis, EPS & Cashflow, Competitive Analysis
Mar 17
•
Dylan Patel
and
Jeremie Eliahou Ontiveros
71
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Astera Labs IPO - The Next Connectivity Superhero or Steamrolled By Competition?
www.semianalysis.com
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4
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