Proceedings of International Conference on Recent Innovations in Science & Technology (RIST – 2021) 19th and 20th June, 2021 Organised by EKC Technical Campus Eranad Knowledge City Cherukulam, Malappuram, Kerala, In association with Institute for Science, Engineering and Technology Research and HEXAIND Technologies & Services © 2021, EKC Technical Campus and ISET Research, India https://www.ekc.edu.in/; https://isetresearch.com/ No part of this book can be reproduced in any form or by any means without prior written permission from the publisher. Organizing Committee: Dr. CPA Bava Haji Er. Kamarudheen KP Chairman, EKC Group of Institutions Executive Director, EKC Group of Institutions Adv. Shihab Mecheri CEO & Executive Director, EKC Group of Mr. Renooj A K Institutions General Manager, EKC Group of Institutions Sri. Mujeeb Kurikkal Executive Director, EKC Group of Dr. Vince Paul Institutions Principal, EKC Technical Campus Advisory Committee: Dr. Hamid Ali Abed Al-Asadi Dr. Arjyadhara Pradhan Basrah University, Basrah, Iraq KIIT University, Bhubaneshwar, Odisha, India Dr. Umashankar Subramaniam Prince Sultan University, Saudi Arabia Dr. Sathyaraj R CMR University, Bangalore, India Dr. Xiao-Zhi Gao University of Eastern Finland, Finland Dr. C. Nithyanandam BEC, Natrampalli, India Dr. P. Ashok Kumar Sokoto State University, Nigeria Dr. Rupesh S PES College of Engineering, Mandya, India Prof. Praveen R.P Majmaah University, Saudi Arabia Dr. J.V. Muruga Lal Jeyan Lovely Professional Univ, Punjab, India Prof. Sisil Kumarawadu University of Moratuwa; Sri Lanka Prof. Geetha Devi National University of Science and Dr. Shuai Li Technology, Oman Swansea University, Swansea, U.K. Dr. Abhilasha Mishra Dr. Lakkimsetty Nageswara Rao Graphic Era Deemed to be University National University of Science and Dehradun, Uttarakhand, India Technology, Oman Prof. (Dr.) Yaduvir Singh Dr. Adrian Nicolae Branga Harcourt Butler Technical University Lucian Blaga University of Sibiu, Romania (erstwhile HBTI), Kanpur Message from Chairman I am delighted in acknowledging the International Conference RIST 2021 organized by the Department of Computer Science & Engineering on “Recent innovations in Science & technology”. I appreciate the organizing committee for showing a keen interest in organizing a successful Conference and contributing new ideas and research findings. I wish them for their endeavours to spread knowledge. With regards, Dr. C.P.A Bava Haji Founder and Chairman Al-Hind Educational and Charitable Trust, Kerala, India Message from Executive Director Conferences bring together people of varied experiences and provide an opportunity to everyone to share their thoughts. Mutual participation and high quality deliberations create inspiring learning environment resulting into innovative ideas. Today’s industry expects such inputs to bring home new innovations and inventions. It is quite gratifying to note that the department of Computer Science and Engineering of our college is hosting the first International Conference on Recent innovations in Science and Technology th th (RIST2021), on 19 and 20 June 2021. Organizing such an event at this point of time highlights our objective ofraising an environment for the exchange of ideas headed for technological developments. I wish the conference would be able to deliberate on recentissues of national and international relevance. There have been extraordinary numbers of quality papers that are to be presented in the conference. I am sure that this occasion will deliver agregarious environment for the scholars and academicians to freely exchange the views and ideas with others. I convey my warm greetings and felicitations to the organizing committee and the participants and extend my best wishes for the success of the conference. With Regards, Adv. Shihab Mecheri CEO & Executive Director Eranad Knowledge City Message from Executive Director The conferences are essential to bring in values of information exchange and criticism on emerging trends in technologies. I am pleased to note that the Department of Computer Science and Engineering organizing the first International Conference entitled “Recent Innovations in Science and Technology (RIST 2021)”.Undoubtedly, this type of conference not only brings all the researchers, students at one platform, but it also instils the research values among the entire community of Education in the country, thereby, contributing to the growth of nation. I hope that this conference would positively encourage innovative ideas among the contributors paving way for new discoveries and technologies. I Congratulate, the organizing team for initiating the conduction of such a conference in our esteemed Institution. I wish the conference a grand success. Er. Kamarudheen K P Executive Director Eranad Knowledge City Message from Executive Director I am extremely happy to note that Department of Computer Science and Engineering, Eranad Knowledge City Technical Campus is organizing "First International Conference on Recent Innovations in Science & Technology (RIST 2021)". I am sure that the conference of this type will inculcate the much needed research culture among the scholars and academicians and prompt collaborations among researchers to exchange the ideas of recent advances in the areas of Science and technology. I wish the conference a grand success. Mr. Mujeeb Kurikkal Executive Director Eranad Knowledge City Message from General Manager It is indeed a moment of immense pride for Eranad Knowledge City Technical Campus to host its first International Conference RIST 2021. I take this opportunity to thank my team here at EKCTC to realize this great moment. This conference is a wonderful opportunity to not only educate students and young researchers but deepen understanding of changing ideas and innovative methods of advancement in technology. I am convinced that for students and professionals this is an excellent event that will allow you to learn many new things as well as share your experience. Wishing a great time ahead for all the participants. Mr. Renooj Abdul Kader General Manager Eranad Knowledge City Principal’s Message It gives me an immense pride that the Department of Computer Science and Engineering of Eranad Knowledge City –Technical campus (EKC-TC) is hosting its First International Conference on Recent Innovation in Science and Technology (RIST 2021) on 19th and 20th June 2021.By organizing a conference at this juncture serves a platform for various forms of knowledge sharing in the field of Science and Technology irrespective of differences in time and geographical zones. This International conference RIST 2021 will act as an excellent colloquium of developing a platform for the exchange of ideas towards science and technology innovations for generation ahead and the next gen technological advancements. I wish the conference would be able to deliberate on current issues of national and international relevance in the fields of Science and Technology. I am pretty sure that on this occasion Academicians, Researchers and technocrats on their field of expertise can unreservedly exchange their thoughts and views with others on Innovations in the field. There have been unparalleled numbers of quality research articles are to be presented in the conference. Definitely this gathering of RIST 2021 would make a new path to innovate in Science and Technology. I congratulate and appreciate the entire team for the efforts they have put forth to give this international conference its much needed color and vigor. I wish all great success for the successful conduct of the entire event and hope this mission will be carried out with even more dynamism in the future years. Prof. (Dr) VINCE PAUL Principal Eranad Knowledge City Technical Campus Message from Conference Coordinator I would like to join the other members of the Conference Organizing Committee in welcoming you to the 2021 International Conference on Recent Innovations in Science and technology RIST 2021, the first international conference of Eranad Knowledge City Campus organized by department of computer science and Engineering Education is what we imbibe-from our books, our peers, our teachers and our surroundings. As we move in the direction of our goals, we must always keep in mind that we owe more to the world than it owes us. Each of us can and must do our bit to help build a world that will cultivate our forthcoming generation. Organizing RIST 2021 is a part of our vision to incorporate relevance and symbiosis in technical education. I hope RIST 2021 will be a plethora of activities and has become a dynamic venue where brilliant minds from all over the world converge and share their vast reserves of knowledge and skills. This conference emphasis on promoting a high level of interaction between the theoretical, experimental and applied communities, so as to achieve exchange of ideas in new emerging areas of Science, Engineering & Technology. The virtual conference will serve as a platform to cover the advanced aspects and approaches of Engineering and Basic Science in real world.I am sure everyone attending the conference will find much of value and interest. With Regards, Athira B Kaimal Coordinator –RIST2021 & Head of the Department Computer Science & Engineering Eranad Knowledge City Technical Campus Proceedings of International Conference on Recent Innovations in Science & Technology (RIST 2021), 19th and 20th June 2021 Table of Contents Page Sl. Title of the Paper No. No. UTILIZATION OF DEEP LEARNING TECHNOLOGY