Advances in AI for Cloud, Edge, and Mobile Computing Applications
暫譯: 雲端、邊緣及行動計算應用中的人工智慧進展

Kulkarni, Shrikaant, William, P.

Advances in AI for Cloud, Edge, and Mobile Computing Applications
  • 出版商: Apple Academic Press
  • 出版日期: 2025-07-08
  • 售價: $7,240
  • 貴賓價: 9.5 折 $6,878
  • 語言: 英文
  • 頁數: 364
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 177964373X
  • ISBN-13: 9781779643735
  • 相關分類: 人工智慧

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商品描述

This new book presents some exciting advances in AI applications, highlighting trends and innovations in edge, cloud, and mobile computing and how they can be integrated with advanced AI for enhancing services, privacy, and security. It explores algorithms, architectures, reliable AI-powered IoTs, and other aspects in networking and applications in diverse frontier areas. These state-of-the-art technologies have a comparative advantage in terms of very low latency, fast response time, low bandwidth cost, and improved resilience.

First focusing on advanced cloud AI services, the authors look at a power trading framework of cloud-edge computing in an AI bazaar, the use of anomaly detection in AI in a cloud-fuzzy environment, holistic resource management based on AI and sustainable cloud computing, the application of AI for enhanced privacy and security in smart environments, AI in wireless sensor networks, and more. The volume also presents advances in state-of-the-art edge AI services, along with problems that may be confronted during the application and execution of computing services. The chapters discuss AI applications together with cloud, edge, and mobile computing that serve the areas of e-commerce and commercial banking, while making use of AI for sustainable human resource management and natural resource management.

商品描述(中文翻譯)

這本新書介紹了人工智慧應用的一些令人興奮的進展，突顯了邊緣計算、雲端計算和行動計算中的趨勢與創新，以及如何將這些技術與先進的人工智慧整合，以增強服務、隱私和安全性。書中探討了演算法、架構、可靠的人工智慧驅動物聯網（IoT）以及在各種前沿領域中的網路和應用等其他方面。這些最先進的技術在延遲極低、響應時間快、帶寬成本低和提高韌性等方面具有比較優勢。

首先聚焦於先進的雲端人工智慧服務，作者探討了在人工智慧市場中雲端邊緣計算的電力交易框架、在雲端模糊環境中使用的異常檢測、基於人工智慧的整體資源管理和可持續雲端計算、在智慧環境中增強隱私和安全的人工智慧應用、無線感測器網路中的人工智慧等。該書還介紹了最先進的邊緣人工智慧服務的進展，以及在計算服務的應用和執行過程中可能面臨的問題。各章節討論了人工智慧應用與雲端、邊緣和行動計算的結合，這些技術服務於電子商務和商業銀行領域，同時利用人工智慧進行可持續的人力資源管理和自然資源管理。

作者簡介

Shrikaant Kulkarni, PhD, is an Adjunct Professor of Business at the Victorian Institute of Technology, Melbourne, Australia, as well as an Adjunct Professor at the Centre of Research Outcome and Impact at Chitkara University, Punjab, India. He has delivered lectures and conducted sessions at conferences and faculty development programs and has guided many projects in industrial organization, management, AI, etc. He has published over 100 research papers in journals and conferences, authored more than 50 book chapters, edited 25 books, and authored four textbooks in engineering chemistry. He has also published two patents and applied for two more.

P. William, PhD, is the Dean of Research and Development and Assistant Professor of Information Technology at Sanjivani College of Engineering, SPPU, Pune, India. He has published many papers in Scopus-indexed journals and in IEEE conference proceedings. He has been associated with numerous multinational companies, including IBM, TATA Consultancy Services Limited (TCS), and various educational groups. He has served as session chair and keynote speaker at multiple Scopus-indexed international conferences and is a reviewer for reputed Scopus/WOS-indexed journals.

作者簡介(中文翻譯)

Shrikaant Kulkarni, PhD 是澳洲墨爾本維多利亞科技學院的商業兼任教授，以及印度旁遮普Chitkara大學研究成果與影響中心的兼任教授。他曾在會議和教職發展計畫中進行演講和主持會議，並指導了許多有關工業組織、管理、人工智慧等方面的專案。他在期刊和會議上發表了超過100篇研究論文，撰寫了超過50章書籍，編輯了25本書籍，並撰寫了四本工程化學的教科書。他還獲得了兩項專利，並申請了另外兩項專利。

P. William, PhD 是印度浦那Sanjivani工程學院的研究與發展院長及資訊科技助理教授。他在Scopus索引的期刊和IEEE會議論文集中發表了許多論文。他曾與多家跨國公司合作，包括IBM、TATA顧問服務有限公司（TCS）及各種教育團體。他在多個Scopus索引的國際會議中擔任會議主席和主題演講者，並擔任知名Scopus/WOS索引期刊的審稿人。

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