Assistant Professor

Dr Tapas Kumar Mishra

Department of Computer Science and Engineering

Interests

  1. Quality of Service in Ad Hoc and Sensor Networks
  2. Routing Protocol of Internet of Things
  3. Prediction using Machine Learning

Education

2010

Fakir Mohan University, Balasore, Odisha
India
MCA

2013

Utkal University, Bhubaneswar
India
M.Tech. (CS)

2017

Indian Institute of Technology Dhanbad (ISM)
India
Ph.D. (CSE)

Experience

  • February 2017 to February 2020, Assistant Professor | National Institute of Science and Technology (Autonomous), Institute Park, Palur Hills, Berhampur, Odisha

Research Interest

  • Improving Reliability and Congestion Control in ad hoc and sensor networks using cross layer approach.
  • Maintaining the fairness of heterogenous applications and devices in ad hoc and sensor networks.
  • Design of IoT enabled systems to deploy in agriculture and prediction of disease using machine learning.

Memberships

  • IEEE Member

Publications

Journals

  • Pradeep Kumar Jena, Bonomali Khuntia, Charulata Palai, Manjushree Nayak, Tapas Kumar Mishra and Sachi Nandan Mohanty, "A Novel Approach for Diabetic Retinopathy Screening Using Asymmetric Deep Learning Features", Big Data and Cognitive Computing, 7(1), pp. 1-15, 2023.
  • Tapas Kumar Mishra, K. S. Sahoo, M. Bilal, S. C. Shah and M. K. Mishra, "Adaptive Congestion Control Mechanism to Enhance TCP Performance in Cooperative IoV," in IEEE Access, vol. 11, pp. 9000-9013, 2023
  • Jogeswar Tripathy, Rasmita Dash, Binod Kumar Pattanayak, Sambit Kumar Mishra, Tapas Kumar Mishra, and Deepak Puthal. "Combination of Reduction Detection Using TOPSIS for Gene Expression Data Analysis", Big Data and Cognitive Computing, 6(1), pp. 1-22, 2022.
  • Tapas Kumar Mishra and Sachin Tripathi: Minimizing End-to-End Delay on Real-Time Applications. Wireless Personal Communications, 107(1), 41-55, 2019.
  • Tapas Kumar Mishra and Sachin Tripathi: Congestion control and fairness with dynamic priority for ad hoc networks. International Journal of Ad Hoc Networks and Ubiquitous Computing, 29(3), 208-220, 2018.
  • Tapas Kumar Mishra and Sachin Tripathi: Design of Per-Flow Fairness Protocol with Dynamic Priority for Ad Hoc Networks. Wireless Personal Communications, 96(3), 4485–4503, 2017.
  • Tapas Kumar Mishra and Sachin Tripathi: Buffer Aware Medium Access Control: A Cross Layer Approach. Wireless Personal Communications, 91(2), 525-539, 2016.

Conference Papers

  • Tapas Kumar Mishra, Sambit Kumar Mishra, Kanaparthi Jeevan Sai, Shreyas Peddi, Manideep Surusomayajula, "Crop Recomendation System using Support Vector Machine considering indian dataset", International Conference on Advances in Distributed Computing and Machine Learning (ICADCML)-2022, NIT Warangal, Telangana, India, Jan 15-16, 2022, pp. 501-510, (Springer).
  • Arati Behera, Tapas Kumar Mishra, Kshira Sagar Sahoo, Sarath Chandra Banala, "An Improved Machine Learning Framework for Cardiovascular Disease Prediction", International Conference on Computing, Communication and Learning (COCOLE)-2022, Warangal, Telangana, India, Oct 28-29, 2022, pp. 289-299, (Springer - CCIS).
  • Tapas Kumar Mishra, Sambit Kumar Mishra, Kanaparthi Jeevan Sai, Bachu Sai Alekhya, Athukuri Rama Nishith, "Crop Recommendation System using KNN and Random Forest considering Indian Data set", International Conference on Information Technology (OCIT)-2021, Bhubaneswar, India, Dec 16-18, 2021, pp. 308-312, (IEEE).
  • K. L. Narayana, B. S. Gouda, Tapas Kumar Mishra and N. Sethi: Nearest Neighbor outlier detection Algorithm for Distributed WSN. Intl. Conference on Computer Science, Engineering and Applications (ICCSEA), Gunupur, India, 2020, pp. 1-6, 2020,
  • Tapas Kumar Mishra, Sitanshu Kumar and Ashish Kumar Dass: Enhanced Path Planning Model for Anchor-Free Localization in Wireless Sensor Networks. 17th Intl. Conference on Information Technology [ICIT], 204-209, 19-21 December 2018,
  • Tapas Kumar Mishra, Ashish Kumar Dass and Sanjaya Kumar Panda: Enhanced Path Planning Model for Anchor-Free Distributed Localization in Wireless SensorNetworks. 5th Intl. Conference on Parallel, distributed and Grid Computing [PDGC], 2018.
  • Tapas Kumar Mishra and Sachin Tripathi: Integrated FRTCP: Fair and Reliable Transmission Control Protocol for Ad Hoc Networks, 5th International Conference on Communication Systems and Network Technologies, 239-243, 2015.
  • Tapas Kumar Mishra and Sachin Tripathi: Explicit Throughput and Buffer Notification based Congestion Control: A Cross Layer Approach, 8th International Conference on Contemporary Computing, 493-497, 2015
  • Tapas Kumar Mishra and Sachin Tripathi: Node Application and Time Based Fairness in Ad-Hoc Networks: An Integrated Approach, Proceedings of 3rd International Conference on Advanced Computing, Networking and Informatics, Smart Innovation, Systems and Technologies, 231-238, 2016.
  • Tapas Kumar Mishra and Sachin Tripathi: Fair and Reliable Transmission Control Protocol for Ad Hoc Networks, 4th International Conference on Advances in Computing and Communications, 339-342, 2014.

Book Chapters

  • Sambit Kumar Mishra, Kotipalli Sindhu, Mogaparthi Surya Teja, Vutukuri Akhil, Hari Krishna Ravella, Praveen Pakalapati, Tapas Kumar Mishra and Pramod Kumar Sethy, Applications of Federated Learning in Computing Technologies in the book titled "Convergence of Cloud with AI for Big Data Analytics: Foundations and Innovation, 2022.

Patents

  • Kshira Sagar Sahoo, Tapas Kumar Mishra, Abinash Pujahari, Sambit Kumar Mishra, "A SYSTEM AND A METHOD FOR CONTROLLING SMART STREET LIGHTS", Application No.202241046793 A. 2022.
  • Tapas Kumar Mishra, Kshira Sagar Sahoo, Abinash Pujahari, "A SYSTEM AND A METHOD FOR NAVIGATING A VACUUM CLEANER" Application No.202241054606 A. 2022.

Contact Details

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