Machine Learning and Optimization Models for Optimization in Cloud
暫譯: 雲端優化中的機器學習與優化模型

雲端運算已成為解決問題的新趨勢，並為大型和高計算任務提供可靠的計算平台。這項技術被應用於銀行、交易及許多電子商務等行業，以應對高請求率，並確保系統在任何時候都具備高可用性，無需停機或系統故障。

Punit Gupta is Associate Professor in the Department of Computer and Communication Engineering, Manipal University Jaipur, Jaipur, Rajasthan, India, from 2018. He received B.Tech. Degree in Computer Science and Engineering from Rajiv Gandhi Proudyogiki Vishwavidyalaya, Madhya Pradesh in 2010. He received M.Tech. Degree in Computer Science and Engineering from Jaypee Institute of Information Technology (Deemed university) in 2012 On "Trust Management in Cloud computing" .He is a Gold Medalist in M-Tech. He has been awarded doctoral degree in Feb 2017. He has research experience in Internet-of-Things, Cloud Computing, and Distributed algorithms and authored more than 70 research papers in referred reputed journals and international conferences. He is currently serving as a Member of Computer Society of India (CSI), Member of IEEE, Professional member of ACM. HE has authored 15 books of springer, IGI and many more.

Mayank K Goyal is an Assistant professor at Sharda University, India. He received M.Tech. Degree in Computer Science and Engineering from Jaypee Institute of Information Technology (Deemed university) in. He has been awarded doctoral degree in Feb 2019. He has research experience in Internet-of-Things, Cloud Computing, and Distributed algorithms and authored more than 50 research papers in referred reputed journals and international conferences. He is currently serving as a Member of Computer Society of India (CSI), Member of IEEE, Professional member of ACM.

Sudeshna Chakraborty is an consolidation of 15 years industry academics experiences . Research Group Head and Associate Professor of Computer Science & Engineering Department at Sharda University, Greater Noida. She is PhD in Computer Science & Engineering with Neural Network & Semantic Web Engineering. She has acquired several awards as best teacher, research excellence award by Inst of Scholars, keynote speaker, for best Paper Presenter (IEI), Organizing member of International conference, Reviewer committee, Session Chairs, Institute of Engineers, InSc and ATAL AICTE sponsored FDP and other FDP as a speaker. she has filed 8 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 is active member of professional society like IEEE (USA), IEI, IETA and Academic.

Ahmed A Elngar is an assistant professor at Faculty of Computers & Artificial Intelligence, Beni-Suef University, Egypt. He is Director of Technological and Informatics Studies Center at Beni-Suef University. He is managing editor of Journal of Cyber Security and Information Management (JCIM). The professor completed his Doctor of Philosophy (Ph.D) of Computer Science, Faculty of Science from Al-Azhar University - Cairo, Egypt in 2016. He has over 30 research contributions on reputed journals and conferences. He also have 11 books published with reputed publishers.

**Punit Gupta** 是印度拉賈斯坦邦齋浦爾的馬尼帕爾大學計算機與通信工程系的副教授，自2018年以來任職。他於2010年獲得印度中央邦拉吉夫甘地技術大學的計算機科學與工程學士學位。2012年，他在Jaypee信息技術學院（被認定為大學）獲得計算機科學與工程碩士學位，研究主題為「雲計算中的信任管理」。他是碩士學位的金獎得主，並於2017年2月獲得博士學位。他在物聯網、雲計算和分散式算法方面擁有研究經驗，並在多個知名期刊和國際會議上發表了70多篇研究論文。他目前是印度計算機學會（CSI）成員、IEEE成員及ACM專業成員。他已出版15本書籍，涵蓋Springer、IGI等多個出版社。

**Mayank K Goyal** 是印度Sharda大學的助理教授。他在Jaypee信息技術學院（被認定為大學）獲得計算機科學與工程碩士學位，並於2019年2月獲得博士學位。他在物聯網、雲計算和分散式算法方面擁有研究經驗，並在多個知名期刊和國際會議上發表了50多篇研究論文。他目前是印度計算機學會（CSI）成員、IEEE成員及ACM專業成員。

**Sudeshna Chakraborty** 擁有15年的產業與學術經驗，現任Sharda大學計算機科學與工程系的研究小組負責人及副教授。她擁有計算機科學與工程的博士學位，專攻神經網絡與語義網工程。她曾獲得多項最佳教師獎、研究卓越獎（由學者機構頒發）、最佳論文報告者（IEI）、國際會議組織成員、審稿委員會成員、會議主席等多項榮譽。她在機器人、太陽能和傳感器領域申請了8項專利，並在2018年於巴黎主持IEEE會議ICACCE，還在突尼西亞的Springer會議ICS2A擔任主題演講者，並擔任西班牙智能技術與人工智慧的會議主席。她是IEEE（美國）、IEI、IETA等專業社團的活躍成員。

**Ahmed A Elngar** 是埃及貝尼蘇埃夫大學計算機與人工智慧學院的助理教授。他是貝尼蘇埃夫大學技術與信息研究中心的主任，也是《網絡安全與信息管理期刊》（JCIM）的主編。該教授於2016年在開羅的阿茲哈爾大學獲得計算機科學博士學位（Ph.D）。他在多個知名期刊和會議上發表了超過30篇研究成果，並與知名出版社出版了11本書籍。