GREEN DATA CENTERS: SUSTAINABLE CLOUD INFRASTRUCTURE
グリーンデータセンター：持続可能なクラウドインフラ (AI 翻訳)
Pradnyesh Khairnar , Karishma Rathod and Asst. Prof. Dineshwari Bisen
🤖 gxceed AI 要約
日本語
本論文は、再生可能エネルギー、高度な熱管理、AI駆動のリソース最適化を統合したグリーンデータセンター・フレームワークを提案する。3つのパイロットサイトでの実証により、PUE1.2、再エネ率75%、サーバー消費電力50%削減を達成し、平均3年で投資回収が可能であることを示した。
English
This paper proposes the Green Data Center Framework integrating renewable energy, advanced thermal management, and AI-driven resource optimization. Three pilot sites demonstrate PUE of 1.2, 75% renewable energy coverage, 50% reduction in server energy consumption, and an average ROI of 3 years.
Unofficial AI-generated summary based on the public title and abstract. Not an official translation.
📝 gxceed 編集解説 — Why this matters
日本のGX文脈において
日本は電力コスト高とカーボンニュートラル目標からデータセンターの省エネが急務。本フレームワークは再エネ比率75%とPUE1.2を実現し、日本のデータセンター事業者や政策（グリーン成長戦略）に直接応用可能。
In the global GX context
With global data center electricity consumption rising, this framework offers a replicable model combining renewables and AI optimization. It aligns with corporate net-zero targets and regulatory trends (EU Energy Efficiency Directive, US DOE initiatives) by demonstrating both environmental and economic viability.
👥 読者別の含意
🔬研究者:The GDCF provides a validated architecture for AI-powered energy optimization in data centers, with clear performance metrics and ROI data across climates.
🏢実務担当者:Data center operators can directly adopt the 3-year ROI model and PUE 1.2 benchmark to reduce electricity costs and meet sustainability targets.
🏛政策担当者:The paper identifies scalability barriers (capital costs, intermittency) and suggests policy pathways that can inform national green data center regulations.
📄 Abstract（原文）
As global digital infrastructure expands rapidly, data centers now account for approximately 1–2% of the world's total electricity consumption, a figure projected to rise significantly by 2030. Traditional data center architectures, built on fossil fuel-powered grids and inefficient cooling systems, are no longer tenable from an environmental or economic standpoint. This paper presents the Green Data Center Framework (GDCF), a holistic model integrating renewable energy sources, advanced thermal management strategies, and AI-driven resource optimization. The proposed framework achieves a Power Usage Effectiveness (PUE) of 1.2 against an industry average of 1.8, a 75% renewable energy coverage rate, and a 50% reduction in server-level energy consumption. Three operational pilot sites validate these results across diverse climatic conditions, with an average Return on Investment (ROI) realized within 3 years. The paper further identifies implementation barriers including capital costs, energy intermittency, and infrastructure scalability, while proposing policy and technical pathways to democratize green data center adoption globally.
🔗 Provenance — このレコードを発見したソース
- Zenodo https://zenodo.org/records/20611284first seen 2026-06-10 04:16:21 · last seen 2026-06-10 04:18:18
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