Artificial Intelligence and Deep Learning for Computer Network: Management and Analysis

Artificial Intelligence and Deep Learning for Computer Network: Management and Analysis aims to systematically collect quality research spanning AI, ML, and deep learning (DL) applications to diverse sub-topics of computer networks, communications, and security, under a single cover. It also aspires to provide more insights on the applicability of the theoretical similitudes, otherwise a rarity in many such books.

Features:

• A diverse collection of important and cutting-edge topics covered in a single volume.
• Several chapters on cybersecurity, an extremely active research area.
• Recent research results from leading researchers and some pointers to future advancements in methodology.
• Detailed experimental results obtained from standard data sets.

This book serves as a valuable reference book for students, researchers, and practitioners who wish to study and get acquainted with the application of cutting-edge AI, ML, and DL techniques to network management and cyber security.

Dr. Sangita Roy is currently working as an Assistant Professor at the Department of Computer Science and Engineering, Thapar Institute of Engineering and Technology, Patiala, Punjab, India. She did her postdoc (on sabbatical) at the Department of Electrical Engineering, Tel Aviv University, Israel. She received her B.Tech from West Bengal University of Technology and M.Tech from Kalinga Institute of Industrial Technology, Odissa. She did her PhD from IIT Patna. Her research interests include Computer Network, Network Security, Image Processing and Deep Learning, IoT and BlockChain.

Dr. Rajat Subhra Chakraborty is currently an Associate Professor at CSE Department of IIT Kharagpur. He received his Ph.D. from Case Western Reserve University (U.S.A.) and B.E. from Jadavpur University. He has professional experience of working at National Semiconductor (Bangalore, India) and Advanced Micro Devices (AMD) (Santa Clara, USA). His research interests include Hardware Security, VLSI Design and Design Automation, Digital Content Protection and Digital Image Forensics. He holds 2 Granted U.S. patents, and has co-authored 6 books, 8 book chapters, and over 120 publications in international journals and conferences. His work has received close to 6000 citations till date, and a paper co-authored by him won the Best Paper Award at the IWDW'16 workshop. He has received several prestigious national and international awards such as IIT Kharagpur Outstanding Faculty Award (2018), IEI Young Engineers Award (2016), IBM Shared University Research (SUR) Award (2015), Royal Academy of Engineering (U.K.) RECI Fellowship (2014) and IBM Faculty Award (2012). He is currently an Associate Editor of IEEE TCAD journal. Dr. Chakraborty is a Senior Member of IEEE and a Senior Member of ACM.

Dr. Jimson Mathew is currently an Associate Professor and Head of the Department in the Computer Science and Engineering, Indian Institute of Technology Patna, India. He received the Masters in computer engineering from Nanyang Technological University, Singapore and the Ph.D. degree in computer engineering from the University of Bristol, Bristol, U.K. He has held positions with the Centre for Wireless Communications, National University of Singapore, Bell Laboratories Research Lucent Technologies North Ryde, Australia, Royal Institute of Technology KTH, Stockholm, Sweden and Department of Computer Science, University of Bristol, UK. He has published more than 100 articles in peer review journals and conferences. Also published multiple books and holds patents. His research interests include fault-tolerant computing, computer arithmetic, Machine Learning, and IoT Systems and cognitive radio systems.

Dr. Arka Prokash Mazumdar is currently working as an Assistant Professor at the Department of Computer Science and Engineering, Malaviya National Institute of Technology Jaipur, India. He received his B.E. from the University of Burdwan, Master's from National Institute of Technology Durgapur, and Ph.D. from Indian Institute of Technology Patna. His research interests include Wireless Communication.

Dr. Sudeshna Chakraborty is Professor at School of Computer Science & Engineering at Galgotias University, Greater Noida. She is an experienced academician with over 17 years of versatile experiences in the field of Computer Science in industry and academics . She is M.Tech & PhD in Computer Science & Engineering with Semantic Web Engineering. She has acquired several other awards for Research Excellence, Distinguished faculty, best Paper Presenter (IEI), Corona Warrior Teacher's award Niti Ayog, Reviewer's committee, Session Chairs, and others. she has published 50+ research papers, 12 patent in the field of Robotic, solar energy & sensors, chaired IEEE conference in Paris ICACCE 2018 & keynote Speaker Springer conference in Tunisia ICS2A & Track Chair Smart Tecnologies and Artificial Intelligence spain . She has been instrumental in various Industrial Interfacing for Academic and Research at her previous assignments at various organizations (Sharda University, Greater Noida, Manav Rachna University, Faridabad, Mumbai University, Lingaya's Vidyapeeth, Icfai National College & others). She is having 50+ publication in Scopus Indexed/SCI/High impact Journals and International Conferences and published 12 International Patents and 2 copyrights. Dr. Sudeshna is guiding various PhD students of various Universities . She has successfully guided 5 Ph.D, many PG and UG students, nevertheless she was contributory in various prestigious Accreditations like NAAC, NBA, QAA, WASC, UGC, IAU, IET and others. She is an active member of professional society like IEEE (USA), IEI and Academic Partner of Institute of Engineers & done projects with MITEty and other professional societies. She publishers and editorial board member and series Editor of many renowned Books & journal as AAP CRC, IJASRW, IJRPES, IJEMR & reviewer of several prestigious Journals/Transactions like IEEE Transactions and many SPRINGER/other Scopus indexed International Journals. Her research outlines emphasis on Semantic Web, Web Engineering and lexical Analyzer for language Synthesis.

Dr. Sangita Roy目前在印度旁遮普邦帕蒂亞拉的Thapar工程技術學院的計算機科學與工程系擔任助理教授。她曾在以色列特拉維夫大學的電機工程系進行博士後研究（休假期間）。她在西孟加拉邦技術大學獲得學士學位，並在奧里薩邦的Kalinga工業技術學院獲得碩士學位。她在印度理工學院巴特那分校獲得博士學位。她的研究興趣包括計算機網絡、網絡安全、圖像處理和深度學習、物聯網和區塊鏈。

Dr. Rajat Subhra Chakraborty目前是印度理工學院卡拉格普爾分校計算機科學與工程系的副教授。他在美國凱斯西儲大學獲得博士學位，並在賈達普爾大學獲得學士學位。他在印度國家半導體（印度班加羅爾）和先進微設計（AMD）（美國聖塔克拉拉）擁有專業工作經驗。他的研究興趣包括硬件安全、VLSI設計和設計自動化、數字內容保護和數字圖像取證。他擁有2項美國專利，並合著了6本書、8個書章節和超過120篇國際期刊和會議論文。他的工作至今已獲得近6000次引用，他合著的一篇論文獲得了IWDW'16研討會的最佳論文獎。他曾獲得多個國內外著名獎項，如印度理工學院卡拉格普爾分校傑出教職員獎（2018年）、IEI青年工程師獎（2016年）、IBM共享大學研究（SUR）獎（2015年）、英國皇家工程學院RECI研究員獎（2014年）和IBM教職員獎（2012年）。他目前是IEEE TCAD期刊的副編輯。Chakraborty博士是IEEE和ACM的高級會員。

Dr. Jimson Mathew目前是印度巴特那的印度理工學院計算機科學與工程系的副教授和系主任。他在新加坡南洋理工大學獲得計算機工程碩士學位，並在英國布里斯托大學獲得計算機工程博士學位。他曾在新加坡國立大學的無線通信中心、貝爾實驗室研究盧森特技術（澳大利亞北里德）、瑞典皇家理工學院和英國布里斯托大學計算機科學系擔任職位。他在同行評審期刊和會議上發表了100多篇文章，並出版了多本書和擁有專利。他的研究興趣包括容錯計算、計算機算術、機器學習和物聯網系統以及認知無線電系統。

Dr. Arka Prokash Mazumdar目前在印度賈布爾普爾的馬拉維亞國立工業技術學院的計算機科學與工程系擔任助理教授。他在布爾德萬大學獲得學士學位，國立工業技術學院杜爾加普爾分校獲得碩士學位，印度理工學院巴特那分校獲得博士學位。他的研究興趣包括無線通信。

Dr. Sudeshna Chakraborty是印度Greater Noida的Galgotias大學計算機科學與工程學院的教授。她是一位經驗豐富的學者，在工業和學術界的計算機科學領域擁有超過17年的多樣化經驗。她擁有計算機科學與工程的碩士和博士學位，專攻語義網工程。她還獲得了多個研究卓越獎、傑出教職員獎、最佳論文演講者（IEI）、Corona Warrior教師獎（Niti Ayog）、審稿委員會、會議主席等其他獎項。她在機器人、太陽能和傳感器領域發表了50多篇研究論文，擁有12項專利。她曾主持過巴黎ICACCE 2018的IEEE會議，並在突尼斯的ICS2A和西班牙的智能技術和人工智能領域擔任Springer會議的主題演講嘉賓。她對IEEE和ACM都是高級會員。