Deep Learning and Blockchain Technology for Smart and Sustainable Cities
暫譯: 深度學習與區塊鏈技術在智慧與永續城市中的應用
V, Subramaniyaswamy, Revathy, G., Ravi, Logesh
- 出版商: Auerbach Publication
- 出版日期: 2025-05-22
- 售價: $7,960
- 貴賓價: 9.5 折 $7,562
- 語言: 英文
- 頁數: 363
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032748575
- ISBN-13: 9781032748573
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相關分類:
區塊鏈 Blockchain、DeepLearning
尚未上市，無法訂購
商品描述
In this digital era, a smart city can become an intelligent society by using advances in emerging technologies. Specifically, the rapid adoption of deep learning (DL) in fusion with blockchain technology has led to a new digital smart city ecosystem. A broad spectrum of deep learning and blockchain applications promise solutions for problems in areas ranging from risk management and financial services to cryptocurrency to public and social services. Furthermore, the convergence of AI and blockchain technology is revolutionizing the smart city network architecture to build sustainable ecosystems. However, these advances in technology bring both opportunities and challenges in creating sustainable smart cities.
To help planners and developers to meet these challenges and exploit these opportunities, Deep Learning and Blockchain Technology for Smart and Sustainable Cities takes a deep dive into the technologies and applications that enable smart and sustainable cities. It provides a comprehensive literature review of the security issues and problems that impact the deployment of blockchain systems in smart cities. It presents a detailed discussion of key factors in the convergence of blockchain and DL technologies that help form sustainable smart societies. The book also discusses blockchain security enhancement solutions and summarizes main key points necessary for developing various blockchain and DL-based intelligent transportation systems.
The book concludes with a discussion of open issues and future research direction. These include new security suggestions and guidelines for a sustainable smart city ecosystem. Also discussed is 6G-enabled DL and blockchain in real time applications
商品描述(中文翻譯)
在這個數位時代，智慧城市可以藉由利用新興技術的進步，轉變為智慧社會。具體而言，深度學習（Deep Learning, DL）與區塊鏈技術的快速融合採用，已經導致了一個全新的數位智慧城市生態系統。深度學習和區塊鏈應用的廣泛範疇為風險管理、金融服務、加密貨幣以及公共和社會服務等領域的問題提供了解決方案。此外，人工智慧（AI）與區塊鏈技術的融合正在徹底改變智慧城市的網路架構，以建立可持續的生態系統。然而，這些技術的進步在創建可持續智慧城市的過程中同時帶來了機遇和挑戰。
為了幫助規劃者和開發者應對這些挑戰並利用這些機會，智慧與可持續城市的深度學習與區塊鏈技術深入探討了使智慧與可持續城市成為可能的技術和應用。該書提供了關於影響智慧城市中區塊鏈系統部署的安全問題和挑戰的全面文獻回顧。它詳細討論了區塊鏈與深度學習技術融合中的關鍵因素，這些因素有助於形成可持續的智慧社會。該書還討論了區塊鏈安全增強解決方案，並總結了開發各種基於區塊鏈和深度學習的智慧交通系統所需的主要要點。
本書最後討論了未解決的問題和未來的研究方向，包括針對可持續智慧城市生態系統的新安全建議和指導方針。此外，還討論了在實時應用中啟用6G的深度學習和區塊鏈技術。
作者簡介
Dr. V. Subramaniyaswamy is a professor at the School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, India.
Dr. G Revathy is an assistant professor, Department of CSE, Srinivasa Ramanujan Centre, SASTRA (Deemed University), Thanjavur, India.
Dr. Logesh Ravi is an assistant professor at the Centre for Advanced Data Science (CADS), Vellore Institute of Technology, Chennai, India.
Dr. N. Thillaiarasu is an associate professor at the School of Computing and Information Technology, REVA University, Bengaluru, India.
Dr. Naresh Kshetri is faculty member, Department of Cybersecurity at the Rochester Institute of Technology, Rochester, New York, USA.
作者簡介(中文翻譯)
V. Subramaniyaswamy 博士 是印度維洛爾科技學院計算機科學與工程學院的教授。
G Revathy 博士 是印度坦賈武爾SASTRA（認可大學）計算機科學與工程系的助理教授。
Logesh Ravi 博士 是印度金奈維洛爾科技學院先進數據科學中心（CADS）的助理教授。
N. Thillaiarasu 博士 是印度班加羅爾REVA大學計算與資訊技術學院的副教授。
Naresh Kshetri 博士 是美國紐約羅徹斯特理工學院網絡安全系的教職員。
