Assistant Professor

Dr Neeraj Kumar Sharma 

Department of Computer Science Engineering

Interests

  1. Green Cloud Computing
  2. Machine Learning Modelling
  3. Soft Computing/Bio-inspired Computing

Education

2005

RGPV Bhopal
India
B.E.

2010

IET, DAVV Indore
India
M.E.

2018

National Institute of Technology Karnataka, Surathkal
India
Ph.D.

Experience

  • 2017-2020-Professor-RAIT, D.Y. Patil University, Navi Maumbai
  • 2014-2017-Research Assistant- NITK, Surathkal
  • 2006-2014-Assistant Professor-Shri Vaishnav Institute of Technology Indore

Research Interest

  • Multi-Objective energy efficient resources allocation at cloud data center.
  • Workload predication in dynamic cloud environment using machine learning approaches.
  • Cloud optimization problem formulation and its solution using bio-inspired/soft computing

Awards & Fellowships

  • 2008 – Faculty Research Grant Award – Microsoft

Memberships

  • Indian Society for Technical Education (ISTE) Life Time Membership

Publications

JOURNALS
  • D. Soni, N. K. Sharma, et al, "Performance improvement of doped TFET by using plasma formation concept" Elsevier Journal on Superlattices and Microstructures 2022, (SCI).
  • Abhishek Tripathi, N. K. Sharma, et al., "Output Power Prediction of Solar Photovoltaic Panel Using Machine Learning Approach", International Journal of Electrical and Electronics Research (Scopus).
  • Diwakar Tripathi, N. K. Sharma, R.C. Reddy, et al., "BAT algorithm-based feature selection: Application in credit scoring", Journal of Intelligent & Fuzzy Systems, 2021 Volume 41 Pages 5561-5570 (Scopus).
  • N. K. Sharma, and G. R.M. Reddy, "Multi-Objective Energy Efficient Virtual Machine Allocation at the Cloud Data Center ", IEEE Transaction on Services Computing July 2019 (SCI).
  • Shivendra Yadav, N. K. Sharma, et al, A novel hetero-material gate-underlap electrically doped TFET for improving DC/RF and ambipolar behavior, Superlattices and Microstructures, Elsevier, Science direct, Volume 117, May 2018, Pages 9-17, (https://www.sciencedirect.com/science/article/pii/S0749603617330276)(SCI).
CONFERENCES
  • N. K. Sharma, A.I.M. Reddy, R.C. Reddy, "A Novel Convolution Neural Network Architecture for Gender and Age Prediction", International Conference on Intelligent Computing Systems and Applications (ICICSA 2022), NIT Silchar, 2022
  • N. K. Sharma, et al., Software Fault Prediction Using Deep Neural Networks, 2nd International Conference on Machine Vision & Augmented Intelligence, NIT Jamshedpur, March 2022.
  • N. K. Sharma, et al., Corn Leaf Disease Detection Using ResNext50, ResNext101, and Inception V3 Deep Neural Networks, 2nd International Conference on Machine Vision & Augmented Intelligence, NIT Jamshedpur, March 2022.
  • N. K. Sharma, et al., Music Generation Using Deep Learning, 2nd International Conference on Machine Vision & Augmented Intelligence, NIT Jamshedpur, March 2022.
  • N. K. Sharma, et al. "A novel heart disease prediction approach using the hybrid combination of GA, PSO, and CNN 6TH International conference on Soft Computing Theories and Application at IIIT Kota/NIT Jaipur, Springer LNCS, Dec 13, 2021.
  • N. K. Sharma, et al., "A Crowd Management System Based on Hybrid Combination of LSTM and CNN" 4th International Conference on Information Systems and Management Science (ISMS 2021) at NIT Raipur, will be published in Springer LNCS, 23, 2021.
  • N. K. Sharma, and P. Sharma, "Energy Efficient Quality of Service Aware Virtual Machine Migration in Cloud Computing", 4th IEEE International Conference on Recent Advances in Information Technology, IIT(ISM), 14-16 March 2018.
  • Natesha B V, N. K. Sharma, Shridhar Domanal, Ram Mohana Reddy Guddeti, "GWOTS: Grey Wolf Optimization based Task Scheduling at the Green Cloud Data Center", 14th IEEE Int. Conf. on Semantics, Knowledge & Grids (SKG 2018), Sept. 12-14, 2018, Guangzhou, China
  • N. K. Sharma, and G. R.M. Reddy, "A Novel Approach for Multi-Dimensional Variable Sized Virtual Machine Allocation and Migration at Cloud Data Center", 9TH IEEE International Conferences on Communication Systems, and Networks (COMSNETS-2017) 8-9 January 2017, IISC Bangalore, India.
  • N. K. Sharma, and G. R.M. Reddy, "On Demand Virtual Machine Allocation and Migration at Cloud Data Center using Hybrid of Cat Swarm Optimization and Genetic Algorithm", 5th IEEE International Conference on Eco-Friendly Computing and Communication Systems (ICECCS-2016), 8-9 December 2016, Maulana Azad National Institute of Technology MANIT, Bhopal, India.
  • N. K. Sharma, and G. R.M. Reddy, "Multi-Objective Resources Allocation Using Improved Genetic Algorithm at Cloud Data Center", 5th IEEE International Conference of Cloud Computing for Emerging Markets (CCEM-2016), 19-21 October 2016 Conduced by IBM Bangalore, India.
  • N. K. Sharma, and G. R.M. Reddy, A Novel Energy Efficient Resources Allocation using Hybrid Approach of Genetic DVFS With Bin Packing., 6th IEEE International Conference on Communication System and Network Technology (CSNT-2015), 4-6 April, 2015, MIR Lab Gwalior, India.
  • N. K. Sharma, and G. R.M. Reddy, "Novel Energy Efficient Virtual Machine Allocation at Data Center Using Genetic Algorithm" 3rd IEEE International Conference on Signal Processing, Communication and Networking (ICSCN-2015), 26-28 March 2015, Anna University, Chennai, India.
  • N. K. Sharma, G. Golla "Memory Based Load Balancing Algorithm in Structured Peer-to-Peer System", 4th Springer International Conference Advanced Computing, Networking, and Informatics (ICACNI-2016), 22-24 September 2016, National Institute of Technology Rourkela, India.
  • Dharmendra Singh Yadav, N. K. Sharma etal, A Comparative Study of GaP/SiGe Hetero Junction Double Gate Tunnel Field Effect Transistor, 2017 IEEE International Symposium on Nanoelectronic and Information Systems (INIS), Year: 2017, Pages: 195 – 199, (http://ieeexplore.ieee.org/document/8293929/)
  • Deepak Soni, N. K. Sharma, " Gate Metal Work Function Engineering for the Improvement of Electrostatic Behaviour of Doped Tunnel Field Effect Transistor", 2017 IEEE International Symposium on Nanoelectronic and Information Systems (iNIS),Year: 2017 Pages: 190 – 194, (http://ieeexplore.ieee.org/document/8293928/).

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