Green Artificial Intelligence and Industrial Applications (G-Aiia)
暫譯: 綠色人工智慧與工業應用 (G-Aiia)
Nayak, Sarat Chandra, Dehuri, Satchidananda, Cho, Sung-Bae
商品描述
This proceeding book explores emerging field of Green AI, which emphasizes innovations to make AI more environmentally sustainable. Green AI seeks to mitigate the environmental impact of AI technologies by streamlining algorithms, enhancing hardware efficiency, and adopting eco-friendly data management practices--all while maintaining the high performance that modern AI systems promise. It addresses the challenges and opportunities associated with reducing AI's energy consumption, lowering carbon emissions, and promoting ethical and responsible AI practices. The book insights into the development of energy-efficient algorithms by design (Green-in-AI) as well as algorithms specifically created to tackle environmental challenges (Green-by-AI). It highlights the potential of Green AI in fostering a more sustainable technological future, which inspires researchers, engineers, and innovators to pursue ideas and solutions that balance technological advancement with environmental stewardship.
商品描述(中文翻譯)
本書探討了新興的綠色人工智慧（Green AI）領域，強調創新以使人工智慧更具環保可持續性。綠色人工智慧旨在通過簡化演算法、提升硬體效率以及採用環保的數據管理實踐來減輕人工智慧技術對環境的影響，同時保持現代人工智慧系統所承諾的高性能。它解決了與降低人工智慧能耗、減少碳排放以及促進道德和負責任的人工智慧實踐相關的挑戰和機會。本書深入探討了設計上具有能效的演算法（Green-in-AI）以及專門為應對環境挑戰而創建的演算法（Green-by-AI）的發展。它突顯了綠色人工智慧在促進更可持續技術未來方面的潛力，激勵研究人員、工程師和創新者追求平衡技術進步與環境管理的想法和解決方案。
