IJRRA ISSN: 2349-7688 is a scholarly online, open access, peer-reviewed, interdisciplinary and fully refereed journal oriented on the fact "Quality is never an accident; it is always the result of high intention, sincere effort, intelligent direction and skillful execution; it represents the wise choice of many alternatives". It is an international scientific journal that endeavors to donate for continuous scientific research and training, so as to promote research in multiple fields..
Haiphong University
Kien An, Haiphong, Vietnam
Email: nhuongld@dhhp.edu.vn
Profesor (CSE) & Director
Amity University MP, Gwalior, India
Email: jaglanvivek@gmail.com
Amity School of Engineering & Technology,
Amity University Gurugram, Haryana, India
Email: profsurjeetdalal@gmail.com
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Editorial Borad
Dr. Mahdi Zowghi,
Department of Business Management,
PWCS, Iran, Tehran
Dr. Serkan Araci
Department of Economics, Faculty of Economics & Social Sciences,
Hasan Kalyoncu University, Turkey
Dr. Rabha W. Ibrahim
Institute of Mathematical Sciences
University of Malaya, Malaysia
Dr. Yesim Sarac
Department of Mathematics,
Yakutiye/Erzurum, Turkey
Dr. Şule Şener
Department of Mathematics,
Yakutiye/Erzurum, Turkey
Dr. Hanifa Zekraoui
Department of Mathematics,
Oum-El-Bouaghi University, Algeria
Dr. Dariusz Jacek Jakóbczak
Department of Electronics and Computer Science,
Technical University of Koszalin, Koszalin, Poland
Dr. Amer Alzaidi
Head of Business Analysis & Project Management,
Corporate Banking Group at Banque Saudi Fransi
Dr. Muntasir Al-Asfoor
Lecturer and Head of computer science department
Al-Qadisiya University, Qadisiyyah Province, Iraq
Dr. Junesang Choi
Department of Mathematics,
Dongguk University, Republic of Korea
Dr. Ho Soon Min
Faculty of Applied Sciences,
INTI International University, Malaysia
Prof. (Dr.) Ayhan Esi
Department of Mathematics ,
Adiyaman University, Turkey
Dr. Andrew Kusiak
Department of Mechanical and Industrial Engineering,
The University of Iowa, Iowa City, Iowa 52242 - 1527
Professor Paul P.Wang
Department of Electrical & Computer Engineering
Pratt School of Engineering, Duke University,Durham, USA
Ar. Masud Ur Rashid
Department of Architecture
Ahsanullah University of Science and Technology Bangladesh
Rasool Kamal
Faculty of Microbiology,
COMSATS Institute of Information Technology, Abbpttabad Pakistan
Shima Akbarzadeh
Faculty of CAD / CAM and architectures,
Islamic Azad university, Iran
Dr. A. Heidari
Faculty of Chemistry,
California South University (CSU), Irvine, California, USA
Dr. Kay Thi
Zoology Department,
Sittway University, Rakhine State, Myanmar
Dr. Lai Lai Htay
Department of Microbiology,
Dagon University, Yangon, Myanmar (Burma)
Mubeena Shaik
Department of Computer Science,
Jazan University, Jazan, Kingdom of Saudi Arabia
Mian Muhammad Kamal
Department of Information and commuincation engineering,
Northwestern Polytechincal University Xi an China
Aung Zaw Myint
Department of Mathematics, Natural Science and Research Center
Harbin Institute of Technology, Harbin, P. R. China
Pushan Kumar Datta
Post-Doctoral Researcher,
University Of Oradea, Romania
Assefa Neri Melka
Networking Engineer,
Development Bank of Ethiopia, Addis Ababa, Ethiopia
Dr. Raju Aedla
Post-Doctoral Researcher,
GSST, Kumamoto University, JAPAN
Naseema Shaik
Department of Computer Science,
Jazan University, Jazan, Kingdom of Saudi Arabia
Dr. Er. Gopal Ji
Department of Computer Science,
Vrije University, Brussel, Belgium
Pushpendra Shishodia
Research Associate,
Rice University, Houston, Texas, USA
Syed Waleed Shah
Department of Electrical Engineering,
University of science and Technology bannu, Pakistan
Amit Kumar
Department of Computer Science,
College of Information Science and Technology, Nanjing Forestry University, Nanjing, China
Dr. Amena Mahmoud El-Kerdawey
Faculty of Computers and Information
Kafrelshiekh University – Egypt
Dr. Rajesh Kumar
Faculty of Engineering, Science, and Technology (FEST)
Hamdard University, Pakistan
Dr. Elham Pourmahabadian
Faculty of Architecture, Design & Fine Arts
Azad University, Iran
Suzie Naim
Global Assistant of General Secretary
Eudoxia Research Center, India
Dr. Jasminder Kaur
Department of Painting
Banaras Hindu University (BHU), Varanasi, U.P.
Dr. Bhupender Singh
Scientific Officer Grade - I, Institute Instrumentation Centre
Indian Institute of Technology, Roorkee, India
Raj Kumar Saini
Department of Energy Science and Engineering
Indian Institute of Technology Bombay, Mumbai (MH.), India
Manoj Jangid
Department of Metallurgical Engineering and Materials Science
Indian Institute of Technology Bombay, Mumbai (MH.), India
Dr. O P Sahu
Department of Electronic Communication and Engineering
National Institute of Technology Kurukshetra, Haryana, India
Dr. Pooja Gupta
Department of Computer Science and Engineering
National Institute of Technology, Delhi, India
Dr. Somnath Bhattacharya
Department of Mechanical Engineering,
National Institute of Technology, Raipur, India
Dr. K. Debnath
Department of Mechanical Engineering,
National Institute of Technology, Meghalaya, India
Upender Dhull
Faculty of Mechanical Engineering,
UIET, Kurukshetra Universtiy, Haryana, India
Prof. Ajay Jangra
Department of Computer Science & Engineering,
UIET, Kurukshetra Universtiy, Haryana, India
Dr. Rohit Bansal
Department of Management Studies, Rajiv Gandhi Institute of Petroleum Technology,
Institute of National Importance (An Act of Parliament), Noida, U.P India
Dr. Vishnu Narayan Mishra
Applied Mathematics & Humanities Dept.,
Sardar Vallabhbhai National Institute of Technology, Surat (India)
Dr. Kamal Kumar Sharma
Department of Electronics and Communication Engineering,
Lovely Professional University, Phagwara, Punjab 144411
Dr. Gurdyal Singh
Ph.D., Manager-Production,
Diagnocure (India), Solan, H.P. INDIA
Prof. (Er.) Anand Nayyar
Department of Computer Applications & IT ,
KCL Institute of Management and Technology, Jalandhar, Punjab
Khalid Hussain
Department of CSE ,
Univesity of Kashmir, Srinagar, Jammu and Kashmir
Chandana Bose
Faculty in Education ,
SB Degree College Lucknow UP (India)
Dr. Yash Pal Singh
Director/Principal ,
Somany (P.G.) Institute of Tech. & Management, Rewari Haryana
Shabnam Siddiqui
Department of MBA,
Banasthali University, Rajasthan
Prof. Rakesh Kumar Bhujade
Department of Information Technology
Technocrats Institute of Technology, Bhopal, M.P.
Dr. Abnish Singh Chauhan
Department of English
SRM University Haryana.
Dr. Deepmala
Visiting Scientist, SQC & OR Unit,
Indian Statistical Institute, Kolkata
Prof. Lakshmi Narayan Mishra
Department of Mathematics,,
National Institute of Technology, Silchar
Prof. Vandana
School of Studies in Mathematics, ,
Pt. Ravishankar Shukla University, Raipur (C.G.)
Dr. M. Reni Sagayaraj
PG and Research Dept. of Mathematics,
Sacred Heart College, Tirupattur. TamilNadu, India
Prof. Bhupinder Singh
Founder Principal Govt College of Commerce,
Chandigarh, INDIA
Dr. Neeraj Dahiya
Department of Computer Sci. & Engg
SRM University Haryana, Sonepat.
Sangeet kumar
Department of Computer Science & Applications,
DAV College, Jalandhar,India
Dr. Piku Chowdhury
Assistant Prof. Satyapriya Roy College of Education Govt. Sponsored]
West Bengal State University. India
Dr. Jayesh G. Poojara
Principal, Shri D N Institute of Post Graduate Studies in Commerce
Anand-388 001 Gujarat, India
Swati Chauhan
Fellow programme in management (FPM),
Indian Institute Of Forest Management, Bhopal
Dr. Amit Kumar Bansal
Director/Principal
Himachal Institute of Technology, Paonta sahib, H.P.
Pramesh Gautam
Department of Electrical and Electronic Engineering
Kathmandu University
Dr. Pintu Kumar Maji
Department of Education,
Sarsuna College, Kolkata – 700 061, West Bengal, India
Sundar Ganesh C S
Department of EEE,
PSG College of Technology, Coimbatore, India
Dr. Santosh Kumar Behera
Department of Education,
Sidho-Kanho-Birsha University, West Bengal, India
Dr. G.Jose Moses
Department of Computer Science and Engineering,
Raghu Engineering College, Visakhapatnam, India
Prof. Sushma Verma
Faculty of Finance,
Sinhgad Institute of Business Management, India
Neha Wadhawan
Department of Management Studies,
Manav Rachna International University, India
Shamneesh Sharma
Department of Computer Science and Engineering,
A P Goyal Shimla University, Shimla (H.P.), India
Ruchi Jain
Department of Education,
Aastha College of Education, Yamunanagar, Haryana, India
Satpal Singh
School of Computer Sciences,
Chitkara University, Punjab, India
Ajay Khurana
University School of Business,
Chandigarh University, Gharuan (Mohali)
Fatehbir Singh
Department of EEE,
Gian Jyoti Group of institutions, Banur , Punjab ,India
Dr. Richa Sharma
Dept. of Mathematics, Institute of Engineering and Technology
JK Lakshmipat University ,Jaipur, India
Richa Sethi
Department of MBA,
Suresh Gyan Vihar University, Jaipur, India
Dr. Gurpreet Singh
Department of CSE & IT,
Yamuna Institute of Engineering & Technology, Yamuna Nagar, India.
Rashima Mahajan
Department of Electronics and Communication Engineering,
G D Goenka University, Sohna, Haryana, India.
Rosy Madaan
Department of Computer Sci. and Engineering,
G D Goenka University, Sohna, Haryana, India.
Shweta Kaushik
Department of Computer Science & Applications,
Banarsidas Chandiwala Institute Of Information Tecnology, New Delhi
Dr. M.K. Sharma
Faculty of Computer Science & Applications,
Amrapali Group of Institutes, Haldwani(Nainital), Uttarakhand
Tanu Arora
Department of ECE,
GITM, Gurgaon, Haryana, India
Monika Arora
Department of Computer Science & Applications,
D.A.V College Jalandhar
Dr. Desh Deepak Sharma
Department of Electrical Engg,
MJP Rohilkhand Univerity, Bareilly
Dr. Ria Nanda
Department of Applied Science,
KCC institute of Technology & Management, Greater Noida
Dr. Vishal Jain
Department of Computer,
Bharati Vidyapeeth's Institute of Computer Applications & Management
Dr. Brijmohan Singh
Department of Computer Science & Engineering,
College Of Engineering Roorkee, India
Neeraj Pandey
Department of Computer Science & Engineering,
College Of Engineering Roorkee, India
Dr. Preeti Aggarwal
Department of Management,
Rawal Institutions, Faridabad, India
Gaurav Dwivedi
Department of Mechanical and Automation Engineering,
Amity University, Noida, Uttar pradesh, India
Dr. Ruchi Kholiya
Department of Fashion Design,
FDDI, Rohtak (Ministry of Commerce & Industry, Govt. of India)
Hemant Kumar Soni
Dept. of Computer Science & Engineering,
Amity University, Madhya Pradesh, Gwalior (India)
Dr. Pushpa Choudhary
Director,
Maharaja Agarsain Institute of Technology, Ghaziabad, India
Prof. Neelam Kapoor
Department of Physics,
R K Talreja College (Affiliated to University to Mumbai), India
Dr. Anil Kumar Dubey
Department of CS & IT,
Govt. Engineering College Ajmer, India
Sarabjit Singh
Department of Mechanical Enineering,
Chandigarh Group of Colleges, Jhanjeri, Mohali, India
Vinod Kumar
Department of Mechanical Enineering,
Chandigarh Group of Colleges, Jhanjeri, Mohali, India
Dr. P.K.Sharma
P.G. Dept. of Mathematics,
D.A.V.College, Jalandhar City, Punjab, India
Anu Rathee
Department of Information Technology,
Institute of marketing management, New Delhi, India
Dr. Raj Kumar
Director & Professor,
Galaxy Global Group of Institutions, Haryana, India
Raman Gupta
Professor and Registrar,
Maharishi Markandeshwar University, Sadopur, Ambala, India
Dr. Ripu Ranjan Sinha
Professor and Dy. Dean, Research and Development Cell
Suresh Gyan Vihar University, Jaipur, India
Dr. VenkateswaraRao Korasiga
Professor, Faculty of Management
IBS Hyderabad (The ICFAI Foundation for Higher Education)
Dr. Sachin Gupta
School of Management Studies
JECRC University, Jaipur, Rajasthan
Sujeet Pratap Singh
Amity Institute of Biotechnology
Amity University, Mango Orchard Campus, Lucknow, Uttar Pradesh
Dr Prakash Chandra Tewari
Department of Physics,
Kamla Nehru Institute of Physical and Social Sciences, Sultanpur, UP
Dr. Sudhansu Shekhar Mahanand
College of Fisheries,
Central Agricultural University, Agartala, Tripura (West)
Ramesh Narwal
Department of Computer Applications,
JSSGOI, Patiala-Rajpura Highway, Kauli, Patiala, Punjab, India
Dr. Doordarshi Singh
Department of Mechanical Engineering,
Baba Banda Singh Bahadur Engineering College, Punjab, India
Yogesh Prabhakar Pingle
Department of Information Technology, ,
Vidyavardhini's College of Engineering & Technology, Vasai Rd. (W), India
Sanjaya Kumar Panda
Department of Information Technology ,
VSS University of Technology, Burla, Sambalpur, Odisha, India
Prof. Prashant R. Nair
Department of Computer Science & Engineering,
Amrita Vishwa Vidyapeetham University, Amrita Nagar, Coimbatore, India
Dr. Brojo Kishore Mishra
Department of Information Technology,
C. V. Raman College Of Engineering, Bhubaneswar, India
Dr. Abhishek Swaroop
Department of Computer Science & Engineering,
Galgotias University, Greater Noida, U.P., India
Dr. Viral Nagori
Department of Computer Applications,
GLS Institute of Computer Technology, Ahmedabad, India
Narinder Kumar
Manager – Research and Consulting,
Cyber Media Research & Services Ltd., Gurugram, India
Sanjay Agal
Department of Computer Science & Engineering,
Pacific College of Engineering, Udaipur, India
Dr. Sahil Verma
Department of Computer Science & Engineering,
Lovely Professional University, Punjab, India
Dr.Christo Ananth
Department of Electronic Communication & Engineering,
Francis Xavier Engineering College, Tirunelveli, Tamilnadu, India
Sandeep Kumar
Department of Electronic Communication & Engineering,
BRCM Engineering College Bahal ,Bhiwani, India
Vaibhav Shukla
Research Scholar, Department of Computer Science & Engineering,
Birla Institute of Technology, Mesra, Ranchi, India
Tanvir Singh
Spoken Tutorial Project ,
IIT Bombay, India
Sandeep Kumar Arora
Department of Electronics,
Lovely Professional University, Punjab, India
Gauri Bhatia
School of Fashion Design,
Footwear Design & Development Institute, Haryana, India
Dr. Sumit Kumar Gupta
Dean of Science, Department of Physics ,
Parishkar college of global Excellence , Jaipur , India
Sikander Hans
Research scholar, Department of Electronics & Instrumentation Control,
Thapar University Patiala, India
Jitender Kundu
Research scholar, Department of Mechanical Engineering,
National Institute of Technology, Kurukshetra, India
Dr Syed Damsaz Ali Andrabi
Social Scientist, Department of Higher Education,
Govt Degree College Boys Pulwama, Kashmir, JK, India
Chetan Bhardwaj
Mechanical Engineering Department,
Apeejay Stya University, Sohna, Gurgaon, India
Dr. Kavita Verma
Department of Computer Science & Engineering,
Lovely Professional University, Punjab, India
Manjeet Kaur
Department of Electronics Communication & Engineering,
Amity University, Haryana, India
Divanshi P. Wangoo
Department of CSE & IT,
Lingayas Vidyapeeth, Faridabad, Haryana, India
Saurabh Sanjay Joshi
Department of Environmental Engineering,
Kolhapur Institute of Technology, Kolhapur, India
Dr. Anita Khosla
Department of Electrical, Electronics & Communication Engineering,
Manav Rachna International Institute of Research & Studies, Faridabad
Dr. Soma Banerjee
Dept. of Education,
NMS Mahavidyala, Dhuliyan, Murshidabad
Meenakshi Malik
Department of Computer Science & Engineering,
Starex University, Gurugram, Haryana
Dr. Shakti Arora
Department of Computer Science & Engineering,
Panipat Institute of Engineering & Technology, Panipat, Haryana
Dr. Reshma S. Gajakosh
Department of Economics,
STC, Arts and Commerce College, Banhatti, India
Dr. Shauli Mukherjee
Director- School of Education & Dean - Students Affairs
Adamas University, Jagannathpur, West Bengal, India
Dr. Neha Sharma
Department of Computer Science & Engineering
Chitkara University, Rajpura, Punjab
Dr. Megha
School of Computing and Assistant Dean, Research & Consultancy,
DIT University, Dehradun, Uttarakhand, India
Sanya Darakhshan Kishwar,
School of Law,
O.P. Jindal Global University, Sonipat
Puneeta Singh
Department of Information Technology,
JSS group of institutions, Noida, UP.
Call for papers
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