相關主題
商品描述
We live in a digital world, where we use digital tools and smart devices to communicate over the Internet. In turn, an enormous amount of data gets generated. The traditional computing architectures are inefficient in storing and managing this massive amount of data. Unfortunately, the data cannot be ignored as it helps businesses to make better decisions, solve problems, understand performance, improve processes, and understand customers. Therefore, we need modern systems capable of handling and managing data efficiently. In the past few decades, many distributed computing paradigms have emerged, and we have noticed a substantial growth in the applications based on such emerging paradigms. Some well-known emerging computing paradigms include cloud computing, fog computing, and edge computing, which have leveraged the increase in the volume of data being generated every second. However, the distributed computing paradigms face critical challenges, including network management and cyber security. We have witnessed the development of various networking models--IoT, SDN, and ICN--to support modern systems requirements. However, they are undergoing rapid changes and need special attention. The main issue faced by these paradigms is that traditional solutions cannot be directly applied to address the challenges. Therefore, there is a significant need to develop improved network management and cyber security solutions. To this end, this book highlights the challenges faced by emerging paradigms and presents the recent developments made to address the challenges. More specifically, it presents a detailed study on security issues in distributed computing environments and their possible solutions, followed by applications of medical IoT, deep learning, IoV, healthcare, etc.
商品描述(中文翻譯)
我們生活在一個數位世界中，在這個世界裡，我們使用數位工具和智慧裝置透過網際網路進行溝通。相對地，大量的數據被產生出來。傳統的計算架構在儲存和管理這麼龐大的數據上效率低下。不幸的是，這些數據不能被忽視，因為它們幫助企業做出更好的決策、解決問題、了解績效、改善流程和了解客戶。因此，我們需要能夠有效處理和管理數據的現代系統。在過去的幾十年裡，許多分散式計算範式已經出現，我們也注意到基於這些新興範式的應用程式有了顯著的增長。一些著名的新興計算範式包括雲端計算、霧計算和邊緣計算，它們利用了每秒產生的數據量的增加。然而，分散式計算範式面臨著重要的挑戰，包括網路管理和網路安全。我們已經見證了各種網路模型的發展，如物聯網、軟體定義網路和資訊中心網路，以支援現代系統的需求。然而，它們正在快速變化中，需要特別關注。這些範式面臨的主要問題是傳統解決方案無法直接應用於解決這些挑戰。因此，有必要開發改進的網路管理和網路安全解決方案。為此，本書突出了新興範式面臨的挑戰，並介紹了應對這些挑戰所做的最新發展。更具體地說，它提供了對分散式計算環境中的安全問題及其可能解決方案的詳細研究，接著介紹了醫療物聯網、深度學習、智慧車輛、醫療保健等的應用。
作者簡介
Prof. Abhishek Verma is an Assistant Professor in the Department of Computer Science & Engineering at IIIT Jabalpur, India (an institution of national importance). He obtained a Ph.D degree (2020) on the Internet of Things security from the National Institute of Technology Kurukshetra, Haryana, India. He has more than seven years of experience in research and teaching. He has published several research articles in international SCI/SCIE/Scopus journals and conferences of high repute. He is an editorial board member of Research Reports on Computer Science (RRCS) and active review board member of various reputed journals, including IEEE, Springer, Wiley, and Elsevier. His current areas of interest include Information Security, Intrusion Detection, and the Internet of Things.
Dr. Jitendra Kumar is an Assistant Professor in the Department of Computer Applications, National Institute of Technology Tiruchirappalli, Tamil Nādu, India (an institution of national importance) since May 2020. He earned his doctorate in Machine Learning and Cloud Computing from the National Institute of Technology Kurukshetra, Haryana, India in 2019. His research interests include Time Series Forecasting, Machine Learning, Evolutionary Algorithms, Cloud Management, and Optimization. He has authored and published a significant number of research articles in peer-reviewed and indexed journals and conferences of high repute. He has also authored a book on Machine Learning for Cloud Management. He has received three awards including best paper awards in international conferences. He is a senior member of IEEE and a member of several other IEEE societies, including CIS, TCCLD, and SIGHT. He is also a member of ACM and MIR Labs. He is an active review board member of various journals and conferences of repute such as IEEE Transactions on Parallel and Distributed Systems, IEEE Transactions on Computers, IEEE Systems Journal, IEEE Access, IJCNN, FUZZ-IEEE, and CEC.
Dr. Hari Mohan Gaur is currently in the School of Computer Science Engineering and Technology, Bennett University, India. He obtained Ph.D. from National Institute of Technology Kurukshetra, India in the area of Reversible and Quantum Computing. Hari Mohan Gaur has more than 15 years of experience in academic and research where he has also served on roles of administrative capacities. He is a distinguished researcher, well known in Academic Fraternity for his interdisciplinary research in the areas of Quantum Computation, Fault Tolerant Digital Design, IOT and Data Security in Cloud Environment. Dr. Gaur holds the credit of contribution in several quality research journals of international repute. He has received three awards including best paper awards in a peer reviewed international conference. He is a member of IEEE and several other societies of IEEE.
Prof. Vrijendra Singh is presently working as Professor at the Department of Information Technology at Indian Institute of Information Technology, Allahabad. He has over 20-plus years of experience in academics (teaching/training), research & development, and consulting. He has also worked at Dept. of Electrical Engineering, IIT Kanpur; as Senior Project Associate, Ecole Polytechnique Federale de lausanne (EPFL), Switzerland; as Visiting Research Faculty; and consultant to Putera Sampoerna Foundation, Jakarta (2012) for Course curriculum development in IT and allied areas. He has authored over 85 publications in reputed international journals, conference proceedings/book chapters, and edited one book. Currently, he is serving as Chairman, IEEE Computational Intelligence Society, UP Section, India, Advisor to Network Power Solution Enterprise, New Delhi, India, collaborator to NavAjna Technologies Pvt. Ltd., Hyderabad, India, and Consultant to Pragmalytics Technologies, Kochi, India.
Prof. Valentina Emilia Balas is currently a Full Professor in the Department of Automatics and Applied Software at the Faculty of Engineering, "Aurel Vlaicu" University of Arad, Romania. She holds a Ph.D. Cum Laude, in Applied Electronics and Telecommunications from Polytechnic University of Timisoara. Dr. Balas is an author of more than 350 research papers in refereed journals and International Conferences. Her research interests are in Intelligent Systems, Fuzzy Control, Soft Computing, Smart Sensors, Information Fusion, Modeling and Simulation. She is the Editor-in Chief to International Journal of Advanced Intelligence Paradigms (IJAIP) and to International Journal of Computational Systems Engineering (IJCSysE), member in Editorial Board member of several national and international journals and is evaluator expert for national, international projects and Ph.D. Thesis. Dr. Balas is the director of Intelligent Systems Research Centre in Aurel Vlaicu University of Arad and Director of the Department of International Relations, Programs and Projects in the same university. She served as General Chair of the International Workshop Soft Computing and Applications (SOFA) in nine editions organized in the interval 2005-2020 and held in Romania and Hungary. Dr. Balas participated in many international conferences as Organizer, Honorary Chair, Session Chair, member in Steering, Advisory or International Program Committees and Keynote Speaker. Now she is working in a national project with EU funding support: BioCell-NanoART - Novel Bioinspired Cellular Nano-Architectures - For Digital Integrated Circuits, 3M Euro from National Authority for Scientific Research and Innovation. She is a member of European Society for Fuzzy Logic and Technology (EUSFLAT), member of Society for Industrial and Applied Mathematics (SIAM) and a Senior Member IEEE, member in Technical Committee e Fuzzy Systems (IEEE Computational Intelligence Society), Chair of the Task Force 14 in Technical Committee e Emergent Technologies (IEEE CIS), member in Technical Committee e Soft Computing (IEEE SMCS). Dr. Balas was past Vice-president (responsible with Awards) of IFSA - International Fuzzy Systems Association Council (2013-2015), is a Joint Secretary of the Governing Council of Forum for Interdisciplinary Mathematics (FIM) - a Multidisciplinary Academic Body, India, and recipient of the "Tudor Tanasescu" Prize from the Romanian Academy for contributions in the field of soft computing methods (2019).
作者簡介(中文翻譯)
Prof. Abhishek Verma是印度IIIT Jabalpur的計算機科學與工程系助理教授（一所國家重要機構）。他在印度哈里亞納邦國立技術學院Kurukshetra分校獲得了2020年的物聯網安全博士學位。他在研究和教學方面擁有七年以上的經驗。他在國際SCI/SCIE/Scopus期刊和高聲譽的會議上發表了多篇研究論文。他是《計算機科學研究報告》（RRCS）的編輯委員會成員，也是包括IEEE、Springer、Wiley和Elsevier在內的多個知名期刊的活躍審稿委員會成員。他目前的研究興趣包括信息安全、入侵檢測和物聯網。
Dr. Jitendra Kumar自2020年5月起擔任印度國立技術學院Tiruchirappalli分校計算機應用系的助理教授（一所國家重要機構）。他在印度哈里亞納邦國立技術學院Kurukshetra分校於2019年獲得機器學習和雲計算博士學位。他的研究興趣包括時間序列預測、機器學習、進化算法、雲管理和優化。他在同行評審和索引期刊以及高聲譽會議上發表了大量的研究論文。他還撰寫了一本關於雲管理的機器學習書籍。他曾獲得三個獎項，包括國際會議的最佳論文獎。他是IEEE的高級會員，也是包括CIS、TCCLD和SIGHT在內的多個IEEE學會的成員。他還是ACM和MIR Labs的成員。他是多個知名期刊和會議的活躍審稿委員會成員，例如IEEE Transactions on Parallel and Distributed Systems、IEEE Transactions on Computers、IEEE Systems Journal、IEEE Access、IJCNN、FUZZ-IEEE和CEC。
Dr. Hari Mohan Gaur目前在印度Bennett大學的計算機科學工程和技術學院任職。他在印度哈里亞納邦國立技術學院獲得了可逆和量子計算博士學位。Hari Mohan Gaur在學術和研究方面擁有超過15年的經驗，並擔任過行政職務。他是一位傑出的研究人員，在量子計算、容錯數字設計、物聯網和雲環境中的數據安全等領域的跨學科研究方面享有盛譽。Gaur博士在國際知名期刊上發表了多篇優質研究論文。他曾獲得三個獎項，包括同行評審的國際會議的最佳論文獎。他是IEEE和其他幾個IEEE學會的成員。
Prof. Vrijendra Singh目前在印度Allahabad的印度信息技術學院的信息技術系擔任教授。他在學術（教學/培訓）、研究和開發以及咨詢方面擁有20多年的經驗。他還曾在印度理工學院坎普爾分校的電氣工程系工作，作為瑞士洛桑聯邦理工學院（EPFL）的高級項目聯合研究員，作為訪問研究教職員，並為雅加達的Putera Sampoerna基金會擔任顧問（2012年），負責IT和相關領域的課程編制。他在國際知名期刊、會議論文/專著章節上發表了85多篇論文，並編輯了一本書。目前，他擔任IEEE計算智能學會北方邦分會主席，印度網絡電源解決方案企業的顧問，印度海得拉巴的NavAjna Technologies Pvt. Ltd.的合作夥伴，以及印度科欽的Pragmalytics Technologies的顧問。
Prof. Valentina Emilia Balas目前是羅馬尼亞波爾圖自動化和應用軟件系的全職教授。她在羅馬尼亞波爾圖理工大學獲得了博士學位。她的研究領域包括智能系統、模糊系統、人工智能、機器學習和自動控制。她在國際期刊和會議上發表了大量的研究論文，並編輯了多本書。她是IEEE和其他幾個學會的成員。
