Dr Jitendra Kumar

Dr. Jitendra Kumar

 Assistant Professor

 Department of Computer Applications

 jitendra@nitt.edu

     

 

Interested & Motivated candidates for PhD Programme can contact with their curriculum vitae.

Employment Profile

Job Title Employer From To
Assistant Professor NIT Trichy, India 28.05.2020 Present
Assistant Professor GLA University Mathura, India 15.07.2019 09.05.2020
Software Engineer Dayalbagh Educational Institute Agra, India 11.11.2013 31.03.2014

Academic Qualifications:

Examination Board / University Year Division/ Grade Subjects
PhD National Institute of Technology Kurukshetra, India 2019 - Thesis Title: Machine Learning Models for Cloud Resource Management
MTech Dayalbagh Educational Institute Agra, India 2013 First Computer Science
MSc Dayalbagh Educational Institute Agra, India 2011 First with Distinction (Director's Medal) Computer Science
BCA Dr. Bhimrao Ambedkar University Agra, India (formerly – Agra University) 2008 First Computer Applications

Academic/Administrative Responsibilities within the University

Position Faculty/Department/Centre/Institution From To
PAC Chairman (MCA-III) Department of Computer Applications, National Institute of Technology Tiruchirappalli July 2022 May 2023
Data Coordinator Department of Computer Applications, National Institute of Technology Tiruchirappalli Jan 2022 Present
Member, Anti-Ragging Committee Member National Institute of Technology Tiruchirappalli 26.02.2021 Present
Co-coordinator, Syllabus Revision Committee for MCA Programme Department of Computer Applications, National Institute of Technology Tiruchirappalli Aug 2021 Present
Member, Accommodation & Space Allocation Committee Department of Computer Applications, National Institute of Technology Tiruchirappalli Aug 2021 Present
PAC Chairman Department of Computer Applications, National Institute of Technology Tiruchirappalli Aug 2021 Dec 2021
Co-coordinator, NBA Accreditation Committee for MCA Programme Department of Computer Applications, National Institute of Technology Tiruchirappalli Aug 2021 Present
Member, NIMCET-2021 Counselling Committee Department of Computer Applications, National Institute of Technology Tiruchirappalli 2021-2022 -

Academic/Administrative Responsibilities outside the University:

Position Institution From To
Member, Doctoral Committee SRM University, Ramapuram, Chennai 2021 Present
PhD Examiner Sathyabama Institute of Science and Technology (Deemed to be University), Chennai 2022 2022

Awards, Associateships etc.

Year of Award Name of the Award Awarding Organization
2019 Best Paper Award International Conference on Smart Computing & Communication (ICSCC), Curtin University, Malaysia.
2016 Best Paper Award International Conference on Eco-friendly Computing & Communication Systems (ICECCS), MANIT Bhopal, India.
2011 Director Medal Dayalbagh Educational Institute Agra, India

Fellowships

Year of Award Name of the Fellowship Awarding Organization From (Month/Year) To (Month/Year)
2015 Visvesvaraya PhD Scheme Fellowship Ministry of Electronics & Information Technology, Govt. of India. 10/2015 07/2019
2011 Graduate Aptitude Test Engineering (GATE) Fellowship Ministry of Human Resource & Development, Govt. of India 07/2011 05/2013

Details of Academic Work

  • Curriculum Development:

    1. MCA – Soft Computing, Machine Learning and Deep Learning
    2. MSc - Soft Computing
    3. MTech – Data Visualization
  • Courses taught at Postgraduate and Undergraduate levels:

    1. Postgraduate level: Big Data Analytics, Object Oriented Analysis and Design, Cloud Computing
    2. Undergraduate level: Data Analytics, Introduction to Artificial Intelligence and Machine Learning, Introduction to Programming, Design and Analysis of Algorithms
  • Projects guided at Postgraduate level: 15

Number of PhDs guided/ongoing

Name of the PhD Scholar Title of PhD Thesis Role (Supervisor/ Co-Supervisor) Year of Award
Raseena T.P. Medical Image Analysis Supervisor Ongoing

Participation in Workshops/ Symposia/ Conferences/ Colloquia /Seminars/ Schools etc. (mentioning the role)

Date (s) Title of Activity Level of Event (International/ National/ Local) Role (Participant/ Speaker/ Chairperson, Paper presenter, Any other) Event Organized by Venue
Aug 10-14, 2020 E-Content Development Local Participant National Institute of Technology Tiruchirappalli, India Online
Jan 13-15, 2020 High Impact Teaching Skills Local Participant GLA University, Mathura, India GLA University, Mathura, India
Dec 30, 2019 - Jan 1, 2020 T3 IBM Workshop on Introduction to Artificial Intelligence & Machine Learning Local Participant GLA University, Mathura, India GLA University, Mathura, India
July 15-17, 2019 T3 IBM Workshop on Security in Cloud Local Participant GLA University, Mathura, India GLA University, Mathura, India
Nov 1, 2018 Data Analysis National Participant National Institute of Technology, Kurukshetra, India National Institute of Technology, Kurukshetra, India
March 3-7, 2018 Multiobjective Optimization using Metaheuristics International Participant Indian Institute of Technology Kanpur, India Indian Institute of Technology Kanpur, India
Dec 7-8, 2017 International Conference on Smart Computing & Communications (ICSCC) International Paper presenter National Institute of Technology, Kurukshetra, India National Institute of Technology, Kurukshetra, India
Nov 16-18, 2017 Research Evaluation Workshop, Visvesvaraya PhD Scheme for Electronics & IT/ITES National Participant Ministry of Electronics and Information Technology, Govt. of India. Andhra University, Visakhapatnam, India
March 30-31, 2017 Article & Thesis Writing with LATEX National Participant National Institute of Technology, Kurukshetra, India National Institute of Technology, Kurukshetra, India
Dec 8-9, 2016 International Conference on Eco-friendly Computing & Communication Systems (ICECCS) International Paper presenter National Institute of Technology, Bhopal, India National Institute of Technology, Bhopal, India
May 23-25, 2016 International Workshop on Computational Intelligence and Applications International Participant South Asian University, New Delhi, India South Asian University, New Delhi, India
Feb 12-13, 2016 National Workshop on Cyber Security: Innovations & Opportunities (CyberSec-2016) National Participant National Institute of Technology, Kurukshetra, India National Institute of Technology, Kurukshetra, India
May 15-16, 2015 International Conference on Computing, Communications & Automation (ICCCA) International Paper presenter Galgotias University, Greater Noida, India Galgotias University, Greater Noida, India
July 7-10, 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) International Paper presenter IEEE Hyderabad International Convention Center (HICC), Hyderabad, India
March 31, 2013 Bridges between Physics & Biology National Participant Dayalbagh Educational Institute, Agra, India Dayalbagh Educational Institute, Agra, India
Jan 16-18, 2013 Engineering and Analysis of Evolutionary Algorithms (EAEA-2013) International Participant Dayalbagh Educational Institute, Agra, India Dayalbagh Educational Institute, Agra, India
April 3, 2012 Bio Inspired Systems National Participant Dayalbagh Educational Institute, Agra, India Dayalbagh Educational Institute, Agra, India
March 30, 2010 Soft Computing Techniques for Biometric Technologies National Participant Dayalbagh Educational Institute, Agra, India Dayalbagh Educational Institute, Agra, India

Invited Talks delivered

Topic Date Inviting Organization
Presenting Scientific Data: Plots, Postscripts, and PDF Graphics in TEX March 15, 2022 National Institute of Technology, Kurukshetra, India.
Quantum Evolutionary Neural Network: Biological inspired computing and quantum principles Nov 25, 2021 ABESIT College of Engineering, Ghaziabad, Uttar Pradesh, India
Plots & Figures in LATEX Aug 4, 2021 National Institute of Technology, Kurukshetra, India
Evolutionary Neural Networks Jan 14, 2021 PSNA College of Engineering & Technology, Dindigul, Tamilnadu, India
Plots & Figures in LATEX Feb 11, 2021 ABESIT College of Engineering, Ghaziabad, Uttar Pradesh, India
Machine Learning: Today and Tomorrow Oct 6, 2020 Gulzar Group of Institutes, Ludhiana, Punjab, India

Membership of Learned Societies

Type of Membership (Ordinary Member/ Honorary Member / Life Member ) Organization Membership No. with date
Senior Member IEEE Membership No: 92243365 October, 2012
Member ACM Membership No: 2811146 January, 2021

Publications

(A) Refereed Research Journals:

Author(s) Title of Paper Journal Volume (No.) Page numbers Year doi Impact Factor of the Journal (Optional)
Niharika Singh, Jitendra Kumar, Ashutosh Kumar Singh, Anand Mohan Privacy-preserving multi-keyword hybrid search over encrypted data in cloud Journal of Ambient Intelligence and Humanized Computing 2022 https://doi.org/10.1007/s12652-022-03889-8 7.104
Jitendra Kumar, Ashutosh Kumar Singh Performance evaluation of metaheuristic algorithms for workload prediction in cloud environment Applied Soft Computing 113, Part A 107895 2021 https://doi.org/10.1016/j.asoc.2021.107895 6.725
Deepika Saxena, Ishu Gupta, Jitendra Kumar, Ashutosh Kumar Singh, Xiaoqing Wen A Secure and Multiobjective Virtual Machine Placement Framework for Cloud DataCenter IEEE Systems Journal 16, no. 2 3163-3174 2022 10.1109/JSYST.2021.3092521 3.931
Ashutosh Kumar Singh, Deepika Saxena, Jitendra Kumar, Vrinda Gupta A quantum approach towards the adaptive prediction of cloud workloads IEEE Transactions on Parallel and Distributed Systems 32, no. 12 2893-2905 2021 10.1109/TPDS.2021.3079341 2.687
Jitendra Kumar, Ashutosh Kumar Singh, Rajkumar Buyya Self directed learning based workload forecasting model for cloud resource management Information Sciences 543 345-366 2021 https://doi.org/10.1016/j.ins.2020.07.012 6.795
Jitendra Kumar, Ashutosh Kumar Singh, Rajkumar Buyya Ensemble learning based predictive framework for virtual machine resource request prediction Neurocomputing 397 20-30 2020 https://doi.org/10.1016/j.neucom.2020.02.014 5.719
Jitendra Kumar, Ashutosh Kumar Singh Decomposition based cloud resource demand prediction using extreme learning machines Journal of Network and Systems Management 28 1775-1793 2020 https://doi.org/10.1007/s10922-020-09557-6 2.026
Jitendra Kumar, Deepika Saxena, Ashutosh Kumar Singh, Anand Mohan BiPhase adaptive learning-based neural network model for cloud datacenter workload forecasting Soft Computing 24 14593-14610 2020 https://doi.org/10.1007/s00500-020-04808-9 3.643
Jitendra Kumar, Ashutosh Kumar Singh, Anand Mohan Resource-efficient load-balancing framework for cloud data center networks ETRI Journal 43 53-63 2021 https://doi.org/10.4218/etrij.2019-0294 1.374
Jitendra Kumar, Ashutosh Kumar Singh Cloud datacenter workload estimation using error preventive time series forecasting models Cluster Computing 23(2) 1363-1379 2020 https://doi.org/10.1007/s10586-019-03003-2 1.809
Jitendra Kumar, Ashutosh Kumar Singh Performance assessment of time series forecasting models for cloud datacenters’ workload prediction Wireless Personal Communications 116 1949-1969 2021 https://doi.org/10.1007/s11277-020-07773-6 1.671
Jitendra Kumar, Ashutosh Kumar Singh Adaptive learning based prediction framework for cloud datacenter networks’ workload anticipation Journal of Information Science and Engineering 36(5) 540-541 2019 10.6688/JISE.202009 36(5).0003 1.316
Jitendra Kumar, Ashutosh Kumar Singh An efficient machine learning approach for virtual machine resource demand prediction International Journal of Advanced Science and Technology 123 21-30 2019 10.14257/ijast.2019.123.03
Jitendra Kumar, Ashutosh Kumar Singh Workload prediction in cloud using artificial neural network and adaptive differential evolution Future Generation Computer Systems 81 41-52 2018 https://doi.org/10.1016/j.future.2017.10.047 7.187

(B) Conferences/Workshops/Symposia Proceedings

Author(s) Title of Abstract/ Paper Title of the Proceedings Page numbers Conference Theme Venue Year doi
Sajeev Vijaykumar, Jitendra Kumar Cloud Resource Usage Forecasting Using Neural Network and Artificial Lizard Search Optimization 10th IEEE Humanitarian Technology Conference (R10 HTC) NA Internet of Things (IoT) and Industry 4.0 Novotel Hyderabad Convention Centre, Hyderabad, India 2022 Accepted
Jitendra Kumar, Ashutosh Kumar Singh Cloud resource demand prediction using differential evolution based learning 7th International Conference on Smart Computing & Communications (ICSCC) 1-5 Smart Computational Intelligence for a Digital World Curtin University, Sarawak, Malaysia 2019 10.1109/ICSCC.2019.8843680
Vartika Sharma, Sizman Kaur, Jitendra Kumar, Ashutosh Kumar Singh A fast parkinson’s disease prediction technique using PCA and artificial neural network International Conference on Intelligent Computing and Control Systems (ICICCS) 1491-1496 NA Madurai, India 2019 https://doi.org/10.1109/ICCS45141.2019.9065876
Sukhman Singh, Tarun Kumar Madan, Jitendra Kumar, Ashutosh Kumar Singh Stock market forecasting using machine learning: today and tomorrow 2nd International Conference on Intelligence Computing, Instrumentation and Control Technologies (ICICICT-2019) 738-745 NA Kannur, India 2019 https://doi.org/10.1109/ICICICT46008.2019.8993160
Preetesh K. Yadav, Sourav Pareek, Shaif Shakeel, Jitendra Kumar, Ashutosh Kumar Singh Advancements and security issues of IoT & cyber physical systems International Conference on Intelligent Computing and Control Systems (ICICCS) 940-945 NA Madurai, India 2019 https://doi.org/10.1109/ICCS45141.2019.9065835
Jitendra Kumar, Rimsha Goomer, Ashutosh Kumar Singh Long Short Term Memory Recurrent Neural Network (LSTM-RNN) based workload forecasting model for cloud datacenters 6th International Conference on Smart Computing and Communications (ICSCC) 676-682 NA NIT Kurukshetra, India 2017 https://doi.org/10.1016/j.procs.2017.12.087
Jitendra Kumar, Ashutosh Kumar Singh Dynamic resource scaling in cloud using neural network and black hole algorithm 5th International Conference on Eco-friendly Computing and Communication Systems (ICECCS) 63-67 NA MANIT Bhopal, India 2016 10.1109/Eco-friendly.2016.7893243
Mayank Dixit, Jitendra Kumar, Rajesh Kumar Internet of things and its challenges International Conference on Green Computing and Internet of Things (ICGCIoT) 810-814 NA Noida, India 2015 https://doi.org/10.1109/ICGCIoT.2015.7380574
Jitendra Kumar, Rajesh Kumar, Mayank Dixit Result merging in meta-search engine using genetic algorithm International Conference on Computing, Communication & Automation (ICCCA) 299-303 NA Noida, India 2015 https://doi.org/10.1109/CCAA.2015.7148393
Jitendra Kumar, Lotika Singh, Sandeep Paul GPU based parallel cooperative Particle Swarm Optimization using C-CUDA: A case study IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) 1-8 NA Novotel Hyderabad Convention Centre, Hyderabad, India 2013 https://doi.org/10.1109/FUZZ-IEEE.2013.6622514

(C) Books & Monographs

Author(s) Title of Book/Monograph Name of Publishers Year of Publication ISSN/ISBN Number doi
Jitendra Kumar, Ashutosh Kumar Singh, Anand Mohan, Rajkumar Buyya Machine Learning for Cloud Management Chapman and Hall/CRC 2021 ISBN: 9780367626488 https://doi.org/10.1201/9781003110101

Contact Address

Dr. Jitendra Kumar

Department of Computer Applications

National Institute of Technology Tiruchirappalli

Tamilnadu, India 620015

External Webpage: Dr. Jitendra Kumar