1. Executive Summary
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- Key Insights into GPU/CPU Purchasing at Hyperscaler Data Centers
- Market Outlook for Data Centers and Processing Units (2025-2035)
- Top Drivers of GPU/CPU Demand at Hyperscalers
2. Overview of Hyperscaler Data Centers
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- Definition and Key Characteristics of Hyperscaler Data Centers
- Growth Projections for Hyperscaler Infrastructure
- The Role of GPUs/CPUs in Supporting Data Center Operations
3. GPU/CPU Purchasing Trends at Hyperscalers
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- Purchasing Criteria for GPUs and CPUs at Major Hyperscalers (Amazon, Google, Microsoft, etc.)
- Key Suppliers and Market Share for GPUs/CPUs
- How Hyperscalers Balance Performance, Cost, and Power Consumption in Chip Selection
4. Demand Dynamics for GPUs vs. CPUs
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- Shifting Balance Between CPU and GPU Utilization in Data Centers
- Emerging Use Cases for GPUs in AI/ML and High-Performance Computing (HPC)
- The Future of CPU Demand in Cloud Computing and Traditional Workloads
5. Procurement and Supply Chain Management
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- Typical GPU/CPU Procurement Strategies for Hyperscalers
- Contract Structures and Negotiation Tactics with Chip Providers
- Managing Supply Chain Challenges: Chip Shortages, Lead Times, and Scalability
6. Comparison of Major Chip Providers
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- NVIDIA vs. AMD: Competitive Landscape for GPU Providers
- Intel vs. AMD: Competition in the CPU Market
- Evaluation of Custom Silicon and ASICs Developed by Hyperscalers
7. Impact of AI/ML Workloads on GPU/CPU Demand
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- AI and Machine Learning as Key Drivers of GPU Adoption in Data Centers
- Long-Term Forecasts for AI/ML Processing Power Needs
- Case Studies: Hyperscaler Adoption of AI-Specific GPUs
8. Technological Advancements in GPUs/CPUs
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- Next-Generation GPUs and CPUs: Expected Developments by 2035
- The Role of Chiplet Architectures, Advanced Packaging, and 3D Stacking
- Energy Efficiency Improvements in Processing Units
9. Market Drivers and Challenges for Hyperscalers
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- Rising Demand for AI, Edge Computing, and Real-Time Data Processing
- Increasing Data Center Capacity and Energy Requirements
- Regulatory and Environmental Challenges Impacting Data Center Growth
10. Regional Dynamics in GPU/CPU Procurement
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- Global Supply Chain Considerations for Hyperscalers
- Regional Differences in Data Center Growth and Chip Procurement (North America, Europe, APAC)
- Trade Policies, Geopolitical Risks, and Their Impact on Hyperscaler Supply Chains
11. Future Outlook (2025-2035)
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- Projected Demand for GPUs/CPUs at Hyperscalers Over the Next Decade
- Key Innovations Expected to Shape the Data Center Hardware Market
- Long-Term Implications of Custom Silicon Solutions Developed by Hyperscalers
12. Conclusions and Strategic Recommendations
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- Key Takeaways for Hyperscaler Procurement Teams
- Strategic Considerations for GPU/CPU Suppliers Targeting Hyperscalers
- Future Investment Opportunities in Data Center Infrastructure
13. Appendices
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- Glossary of Key Terms in GPU/CPU Technologies
- List of Major Suppliers and Partnerships in the Data Center Ecosystem
- Market Data and Projections for Hyperscaler GPU/CPU Procurement
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