Mobile Edge Artificial Intelligence: Opportunities and Challenges
暫譯: 行動邊緣人工智慧:機會與挑戰
Shi, Yuanming, Yang, Kai, Yang, Zhanpeng
- 出版商: Academic Press
- 出版日期: 2021-08-17
- 售價: $4,740
- 貴賓價: 9.5 折 $4,503
- 語言: 英文
- 頁數: 206
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0128238178
- ISBN-13: 9780128238172
-
相關分類:
人工智慧
海外代購書籍(需單獨結帳)
相關主題
商品描述
Mobile Edge Artificial Intelligence: Opportunities and Challenges presents recent advances in wireless technologies and nonconvex optimization techniques for designing efficient edge AI systems. The book includes comprehensive coverage on modeling, algorithm design and theoretical analysis. Through typical examples, the powerfulness of this set of systems and algorithms is demonstrated, along with their abilities to make low-latency, reliable and private intelligent decisions at network edge. With the availability of massive datasets, high performance computing platforms, sophisticated algorithms and software toolkits, AI has achieved remarkable success in many application domains.
As such, intelligent wireless networks will be designed to leverage advanced wireless communications and mobile computing technologies to support AI-enabled applications at various edge mobile devices with limited communication, computation, hardware and energy resources.
商品描述(中文翻譯)
《行動邊緣人工智慧:機會與挑戰》介紹了無線技術和非凸優化技術在設計高效邊緣 AI 系統方面的最新進展。本書全面涵蓋了建模、演算法設計和理論分析。通過典型範例,展示了這套系統和演算法的強大能力,以及它們在網路邊緣進行低延遲、可靠且私密的智能決策的能力。隨著大量數據集、高效能計算平台、複雜演算法和軟體工具包的可用性,人工智慧在許多應用領域取得了顯著的成功。
因此,智能無線網路將被設計為利用先進的無線通信和行動計算技術,以支持在各種邊緣行動裝置上運行的 AI 驅動應用,這些裝置的通信、計算、硬體和能源資源有限。