Assistant Professor
Department of Computer Applications
Interested & Motivated candidates for PhD Programme can contact with their curriculum vitae.
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 |
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 |
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 | - |
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 |
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 |
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 |
Name of the PhD Scholar | Title of PhD Thesis | Role (Supervisor/ Co-Supervisor) | Year of Award |
---|---|---|---|
Raseena T.P. | Medical Image Analysis | Supervisor | Ongoing |
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 |
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 |
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 |
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 |
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 |
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 |
Dr. Jitendra Kumar
Department of Computer Applications
National Institute of Technology Tiruchirappalli
Tamilnadu, India 620015
External Webpage: Dr. Jitendra Kumar