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垂直创新与水平创新:塑造和扩展人工智能基础设施的未来.pdf

上传人: 明**** 编号:1011450 2025-12-21 16页 1.19MB

1、Vertical vs.Horizontal Innovations:Shaping and Scaling the Future of AI InfrastructureAcctonAI CLUSTERSJun ShiCEO/AcctonVertical vs.Horizontal Innovations:Shaping and Scaling the Future of AI InfrastructureDisclaimersThe information presented herein is based solely on publicly available sources and

2、our best understanding at the time of compilation.While we strive for accuracy and clarity,we make no guarantees regarding completeness or correctness.We do not accept any liability for decisions made based on this content,and readers are encouraged to verify details independently.All vendor names,t

3、rademarks,and logos mentioned are used strictly for illustrative and discussion purposes.Their inclusion does not imply any affiliation,endorsement,bias,or obligation.This content reflects a personal perspective and is intended for informational use only.It does not represent any official position,l

4、egal advice,or binding commitment,nor does it imply any conflict of interest.Vertical vs.Horizontal innovation in innovation hype cycleVSVertical InnovationSpecialization&standardizedEcosystem participationFair share of value chainHorizontal InnovationDeepenBroadenInnovation TriggerPeak of Inflated

5、ExpectationsTrough of DisillusionmentSlope of EnlightenmentPlateau of ProductivityVertical innovationVertical-ledIntegratedDisaggregated-Integration vs.DisaggregationHorizontal GainsHorizontal maturesRe-bundling through platform integrationAI cluster hype cycle and evolution Innovation TriggerPeak o

6、f Inflated ExpectationsTrough of DisillusionmentSlope of EnlightenmentPlateau of ProductivityVertical innovationVertical-ledHorizontal GainsHorizontal matures Re-bundling through platform integrationcustom ASICService FrameworkNVLINK Fusion+Note:Commercial view excluding HyperscalersHorizontal innov

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根据《Vertical vs. Horizontal Innovations: Shaping and Scaling the Future of AI Infrastructure》一文,以下是全文关键点: 1. **创新类型对比**: - **垂直创新**:专注于特定领域,标准化,生态系统参与度低。 - **水平创新**:开放生态系统,多方面公平分享价值链。 2. **AI集群架构演变**: - 从单厂商、垂直整合的封闭系统,到开放、多厂商的生态系统。 3. **关键数据**: - 100K~M+ GPUs:大规模集群所需的GPU数量。 - 1MW Rack:Mt.Diablo AI rack的功率。 4. **创新趋势**: - 从“足够好”的系统到系统弹性。 - 从规模扩展到规模缩减。 5. **企业应用**: - 企业在垂直和水平整合之间寻找平衡。 6. **边缘AI集群**: - 深度垂直化,针对特定领域。 7. **行动呼吁**: - 超越简单的水平可替换性,追求集成全栈用户体验。 - 加速迭代,实现“足够好”的系统。 - 扩展横向扩展,增加可组合构建块选项。 - 提供友好的消费和部署模型。
垂直还是水平创新?" 垂直整合的力量" 垂直与水平之争"
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