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Gartner: Data Centers Will Never Die

Gartner: Data Centers Will Never Die
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🖥️Read original on Computerworld

💡Gartner推翻雲端全遷移預測:數據中心對AI巨量運算至關重要

⚡ 30-Second TL;DR

What Changed

2019 Gartner預測80%企業數據中心2025年關閉

Why It Matters

對AI從業者而言,此分析強化混合基礎設施策略的重要性,數據中心適合高運算AI工作負載,提供雲端成本控制與效能優化。

What To Do Next

評估AI工作負載的混合雲-數據中心架構以優化GPU成本與延遲。

Who should care:Enterprise & Security Teams

🧠 Deep Insight

Web-grounded analysis with 5 cited sources.

🔑 Enhanced Key Takeaways

  • Gartner's 2026 datacenter spending forecast of $653.4 billion represents a 31.7% increase from 2025, contradicting the 2019 prediction that 80% of enterprises would close traditional datacenters by 2025[1][3]
  • AI infrastructure spending is projected at $1.366 trillion in 2026, accounting for more than half of total AI spending, with AI-optimized servers growing 49% and representing 17% of total AI spending[2]
  • Hyperscale cloud providers (Amazon, Google, Meta, Microsoft, Oracle) are collectively increasing capital expenditures by an average of 80% to $705 billion in 2026, with approximately 90% directed toward datacenter infrastructure[1]
  • Enterprise datacenters persist alongside cloud migration; organizations are building hybrid infrastructure with on-premises servers, licensed software, and operational skills remaining critical investments[1][3][4]
  • Datacenter systems represent the fastest-growing IT market segment in 2026 with 32% annual growth, far outpacing other categories like communications services (4.7%) and devices (6.1%)[3][4]

🛠️ Technical Deep Dive

• AI-optimized server architectures designed for high-density GPU/accelerator workloads, with annual worldwide server spending projected to climb 37% in 2026[3] • Power and cooling infrastructure for AI datacenters: AI server power supply market projected to grow from $1.5 billion (2024) to over $31 billion (2028); liquid cooling market expected to grow from $300 million (2024) to over $30 billion (2028)[5] • High-speed networking infrastructure: Gen AI networking equipment projected to grow from $8 billion (2023) to $34 billion (2028), with accelerated shift toward fiber optics and advanced interconnect solutions (Ethernet, InfiniBand, copper-based and fiber-optic connections)[5] • Datacenter hardware composition: Tech hardware and equipment (power, cooling, storage, networks) expected to account for one-third of $582 billion in 2026 datacenter spending, with chips comprising the remaining two-thirds[5] • AI infrastructure spans from rack-level systems in gigawatt-scale hyperscale datacenters to smaller deployments in medium-sized enterprise wiring closets[5]

🔮 Future ImplicationsAI analysis grounded in cited sources

The persistence and acceleration of datacenter investment signals a fundamental shift in enterprise IT strategy away from the 2019 cloud-first consolidation narrative. Rather than wholesale migration to public cloud, organizations are adopting hybrid models with substantial on-premises infrastructure investments. This trend is primarily driven by AI workload requirements, which demand specialized hardware, custom cooling solutions, and high-speed interconnects that are economically justified only at scale. The 31.7% datacenter growth rate—more than double any other IT category—indicates that datacenters will remain central to enterprise computing through at least 2027-2028. This contradicts earlier predictions of datacenter obsolescence and suggests that cloud providers and enterprises will coexist in a bifurcated infrastructure landscape, with datacenters serving as critical nodes for AI model training, inference, and specialized workloads while cloud services handle general-purpose computing and elasticity requirements.

Timeline

2019
Gartner predicts 80% of enterprises will close traditional datacenters by 2025
2025
Datacenter systems spending reaches $496.2 billion with 48.9% year-over-year growth, contradicting 2019 closure predictions
2026-02
Gartner revises 2026 datacenter spending forecast to $653.4 billion (31.7% growth); major cloud providers announce 80% average capex increases totaling $705 billion
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Original source: Computerworld