target audience: TECH SUPPLIER  Publication date: May 2024 - Document type: Market Perspective - Doc  Document number: # US52116824

Evaluating Energy Consumption of AI and GenAI Workloads in Datacenters: What Does the Future Hold?

By: 

  • Olga Yashkova
  • Peter Rutten
  • Sean Graham
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Table of Contents


  • Executive Snapshot

    • Figure: Executive Snapshot: Evaluating Energy Consumption of AI and GenAI Workloads in Datacenters

  • New Market Developments and Dynamics

    • AI and GenAI Energy Consumption Is Rapidly Increasing

    • Figure: Worldwide AI and GenAI Workloads Energy Consumption, 2023–2027

    • Why Do AI and GenAI Workloads Need So Much Power?

    • Accelerated Computing

    • AI Workloads Heat Dissipation Challenges

    • Role of Infrastructure Providers in Decreasing Energy Use

    • Usage of Renewable Energy

    • Emergence of Next-Generation Datacenters

    • Datacenter Heat Reuse

    • GenAI Is an Energy-Intensive Workload, But It Can Offer Sustainability Benefits

  • Advice for the Datacenter Operator

  • Learn More

    • Related Research

    • Synopsis