Sanjay  Kumar

Department Information Technology
Designation Associate Professor
Educational Qualification B.E.(CSE) M.Tech.(CSE) Ph.D.
E-Mail skumar.it@nitrr.ac.in
Contact Number 9407714701
Areas of Interest

Vehicular Ad-hoc Networks,DTN,Fog computing

Publications

Journal [SCI/SCOPUS]

 

  1. Chourasia, V., Pandey, S., Chaurasiya, R., & Kumar, S. (2023). Improving the delivery ratio in vehicular delay‐tolerant network using customized binary particle swarm optimization‐based optimized throwbox deployment. Concurrency and Computation: Practice and Experience, 35(1), e7427.
  2. Smmarwar, S. K., Gupta, G. P., Kumar, S., & Kumar, P. (2022). An optimized and efficient android malware detection framework for future sustainable computing. Sustainable Energy Technologies and Assessments, 54, 102852.
  3.  Chourasia, V., Pandey, S., & Kumar, S. (2022). Reliable data exchange in vehicular delay tolerant networks using AI‐based hybrid trust management. International Journal of Communication Systems, e5197
  4. .Smmarwar, S. K., Gupta, G. P., & Kumar, S. (2022). Deep malware detection framework for IoT-based smart agriculture. Computers and Electrical Engineering, 104, 108410.
  5. Sonkar, N., Pandey, S., & Kumar, S. (2022). Fuzzy-Based Relay Node Selection with the Buffer Cleaning Technique for Delay-Tolerant Networks. IETE Technical Review, 1-19.
  6. Sonkar, N., Pandey, S., & Kumar, S. (2022). FIRST: Fuzzy based intelligent relay selection and transition technique for delay tolerant networks. International Journal of Communication Systems, 35(9), e5133.
  7. Sonkar, N., Kumar, S., & Pandey, S. (2022). MOHSA-Fuzzy-Based Optimized Message Dissemination Technique for Delay Tolerant Networks. National Academy Science Letters, 1-5.
  8. Sonkar, N., Pandey, S., & Kumar, S. (2022). Bundle relaying scheme for network deployed using grey wolf optimization in delay tolerant networks. International Journal of Information Technology, 1-9.
  9. Sarkar, I., Adhikari, M., Kumar, S., & Menon, V. G. (2022). Deep Reinforcement Learning for Intelligent Service Provisioning in Software-Defined Industrial Fog Networks. IEEE Internet of Things Journal.
  10. Sarkar, I., & Kumar, S. (2022). Deep learning-based energy-efficient computational offloading strategy in heterogeneous fog computing networks. The Journal of Supercomputing, 1-18.
  11. I. Sarkar, M. Adhikari, N. Kumar and S. Kumar, "Dynamic Task Placement for Deadline-Aware IoT Applications in Federated Fog Networks," in IEEE Internet of Things Journal, vol. 9, no. 2, pp. 1469-1478, 15 Jan.15, 2022, doi: 10.1109/JIOT.2021.3088227.
  12.  I. Sarkar, M. Adhikari, N. Kumar and S. Kumar, "A Collaborative Computational Offloading Strategy for Latency-Sensitive Applications in Fog Networks," in IEEE Internet of Things Journal, vol. 9, no. 6, pp. 4565-4572, 15 March15, 2022, doi: 10.1109/JIOT.2021.3104324.
  13.  Chourasia, V., Pandey, S., & Kumar, S. (2021). Optimizing the performance of vehicular delay tolerant networks using multi-objective PSO and artificial intelligence. Computer Communications, 177, 10-23.
  14. Chourasia, V., Pandey, S., & Kumar, S. (2021). A Geographical Routing Approach Based on Probability Delegation Replication (GR-PDR) in VDTN. Journal of Circuits, Systems and Computers, 30(16), 2150299
  15. Pandey, S., Jain, R., Tripathi, S., Nagwani, N. K., & Kumar, S. (2019). KMHSO: k-Means and Harmony Search-Based Optimization Algorithm for Relay Node Selection in Smart Transportation System. National Academy Science Letters, 42(6), 503-507.
  16. Chourasia, V., Kumar, S., & Pandey, S. (2019). A study of geographical routing protocols in vehicular delay tolerant networks. International Journal of Vehicle Information and Communication Systems, 4(1), 20-42.
  17. Sonkar, N., Pandey, S., & Kumar, S. (2019). Probabilistic bundle relaying scheme in a multi-copy vehicular delay tolerant network. International Journal of Vehicle Information and Communication Systems, 4(1), 43-54.
  18. S.Kumar, S. Pandey, P. Prasanna, and K. Suraj, "A Hybrid Routing Approach for Vehicular Delay Tolerant Network," Natl. Acad. Sci. Lett., pp. 1-5, Jul. 2016.
  19. S. Kumar and S. Pandey, "An improved routing scheme for vehicular delay tolerant network," Int. J. Appl. Eng. Res. ISSN, vol. 11, no. 8, pp. 973-4562, 2016.
  20. S.Kumar, A. Singh Mandloi, U. Divya, and S. Pandey, "A study of the behaviour of vehicular delay tolerant network at the partial collaboration of Maxprop routing algorithm with Binary Spray and Wait," IJCSNS Int. J. Comput. Sci. Netw. Secur., vol. 16, no. 8, 2016.
  21. S. Kumar and S. Pandey, “Impact Analysis of Mobility Models on Routing Strategies for Delay Tolerant Networks,” Int. J. Eng. Technol., vol. 8, no. 6, pp. 2418–2430, 2016
  22. Shukla, P.K.; Khare, A.; Rizvi, M.A.; Stalin, S.; Kumar, S. Applied Cryptography Using Chaos Function for Fast Digital Logic-Based Systems in Ubiquitous Computing. Entropy 2015, 17, 1387-1410. https://doi.org/10.3390/e17031387

 

B. Publication in conferences & Book Chapters:

  1. Pandey, S., Sonkar, N., Kumar, S., & Sri Satyalakshmi, Y. (2023). A Hybrid Social-Based Routing to Improve Performance for Delay-Tolerant Networks. In Computational Intelligence and Data Analytics (pp. 619-629). Springer, Singapore.
  2. Sonkar, N., Pandey, S., & Kumar, S. (2023). A Novel Scheme to Deploy the Throwboxes in Delay Tolerant Networks. In Computer Networks and Inventive Communication Technologies (pp. 669-681). Springer, Singapore.
  3. Sonkar, N., Pandey, S., & Kumar, S. (2022). Multi Hop DTN Routing Algorithm for Maritime Networks. In Recent Trends in Electronics and Communication (pp. 865-873). Springer, Singapore.
  4. Sarkar, I., & Kumar, S. (2022, August). Delay-aware Intelligent Task Offloading Strategy in Vehicular Fog Computing. In 2022 International Conference on Connected Systems & Intelligence (CSI) (pp. 1-6). IEEE.
  5. Smmarwar, S. K., Gupta, G. P., & Kumar, S. (2022). A Study on Data Sharing Using Blockchain System and Its Challenges and Applications. Advances in Malware and Data-Driven Network Security, 199-218.
  6. Pandey, S., Sonkar, N., Kumar, S., Pravija, D., & Mahto, S. (2022). Message Forwarding Scheme with Max-Delivery and Min-Delay for Delay Tolerant Network. In Inventive Computation and Information Technologies (pp. 395-402). Springer, Singapore.
  7. Smmarwar, S. K., Gupta, G. P., & Kumar, S. (2022). Research Trends for Malware and Intrusion Detection on Network Systems: A Topic Modelling Approach. Advances in Malware and Data-Driven Network Security, 19-40.
  8. Smmarwar, S. K., Gupta, G. P., & Kumar, S. (2022). A Hybrid Feature Selection Approach-Based Android Malware Detection Framework Using Machine Learning Techniques. In Cyber Security, Privacy and Networking (pp. 347-356). Springer, Singapore.(Book Chapter)
  9. Tamrakar, M., & Kumar, S. (2022, May). Twitter Sentiment Analysis on Approval of Covaxin for Children in India. In 2022 International Conference on Computational Intelligence and Sustainable Engineering Solutions (CISES) (pp. 387-392). IEEE.
  10. Dubey, K., Pandey, S., & Kumar, S. (2021, December). A Fault Detection Scheme for IoT-enabled WSNs. In 2021 International Conference on Computational Performance Evaluation (ComPE) (pp. 667-670). IEEE.
  11. Sonkar, N., Pandey, S., & Kumar, S. (2021). A Message Forwarding Scheme with Some Incentive and Minimum Number of Hops in Delay Tolerant Networks. In Proceeding of Fifth International Conference on Microelectronics, Computing and Communication Systems (pp. 767-775). Springer, Singapore.
  12. Reddy, D. A., Roy, S., Tripathi, R., Kumar, S., De, A., & Dutta, S. (2021, December). Handling Uncertainty with Fuzzy Lesion Segmentation Improves the Classification Accuracy of Skin Diseases using Deep Convolutional Networks. In 2021 International Conference on Computational Performance Evaluation (ComPE) (pp. 451-456). IEEE.
  13. Reddy, D. A., Kumar, S., & Tripathi, R. (2021). A Model to Identify Agriculture Production Using Data Science Techniques. Data Science and Data Analytics: Opportunities and Challenges, 33.
  14. Sonkar, N., Pandey, S., & Kumar, S. (2021). Friendship and location-based routing in delay tolerant networks. In Evolutionary Computing and Mobile Sustainable Networks (pp. 781-789). Springer, Singapore.
  15. Kumar, S., Shukla, P., & Pandey, S. (2021). Data Dissemination Using Social-Based Attributes in Delay-Tolerant Networks. In Advances in Biomedical Engineering and Technology (pp. 231-243). Springer, Singapore.Bharti, B., Pandey, S., & Kumar, S. (2021). An advanced agriculture system for smart irrigation and leaf disease detection. In Advances in Electrical and Computer Technologies (pp. 221-233). Springer, Singapore.
  16. Smmarwar, S. K., Gupta, G. P., & Kumar, S. (2021, April). Design of a Fused Triple Convolutional Neural Network for Malware Detection: A Visual Classification Approach. In International Conference on Advances in Computing and Data Sciences (pp. 279-289). Springer, Cham.
  17. Chourasia, V., Pandey, S., & Kumar, S. (2021). Packet priority-based routing approach for vehicular delay tolerant network. In Innovations in Computational Intelligence and Computer Vision (pp. 294-301). Springer, Singapore.
  18. Pandey, S., Kumar, S., & Chourasia, V. (2021). Composite Routing Approach for Vehicular Delay-Tolerant Networks. In Proceedings of Fifth International Congress on Information and Communication Technology (pp. 136-143). Springer, Singapore.
  19. Sonkar, N., Pandey, S., & Kumar, S. Friendship and Location-Based Routing in Delay Tolerant Networks. In Evolutionary Computing and Mobile Sustainable Networks (pp. 781-789). Springer, Singapore .(BOOK Chapter)
  20. Ghadle S., Tripathi R., Kumar S., Munde V. (2021) Study on Analysis of Gene Expression Dataset and Identification of Differentially Expressed Genes. In: Balas V.E., Semwal V.B., Khandare A., Patil M. (eds) Intelligent Computing and Networking. Lecture Notes in Networks and Systems, vol 146. Springer, Singapore. https://doi.org/10.1007/978-981-15-7421-4_23 (BOOK Chapter)
  21. Sharma D., Kumar S., Nagwani N.K. (2020) Weighted Dissemination of Bundles in Probabilistic Spray and Wait Routing Protocol. In: Kolhe M., Tiwari S., Trivedi M., Mishra K. (eds) Advances in Data and Information Sciences. Lecture Notes in Networks and Systems, vol 94. Springer, Singapore. https://doi.org/10.1007/978-981-15-0694-9_1(book Chapter)
  22. I. Sarkar and S. Kumar, "Fog Computing Based Intelligent Security Surveillance Using PTZ Controller Camera," 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), Kanpur, India, 2019, pp. 1-5, doi: 10.1109/ICCCNT45670.2019.8944815.
  23. R. Sawarkar, N. K. Nagwani and S. Kumar, "Predicting Available Expert Developer for newly Reported Bugs using Machine learning Algorithms," 2019 IEEE 5th International Conference for Convergence in Technology (I2CT), Bombay, India, 2019, pp. 1-4, doi: 10.1109/I2CT45611.2019.9033915.
  24. R. Sawarkar, N. K. Nagwani and S. Kumar, "Predicting Bug Estimation Time for Newly Reported Bug Using Machine Learning Algorithms," 2019 IEEE 5th International Conference for Convergence in Technology (I2CT), Bombay, India, 2019, pp. 1-4, doi: 10.1109/I2CT45611.2019.9033749.
  25. Pandey S., Jain R., Kumar S. (2019) An Efficient Data Aggregation Algorithm with Gossiping for Smart Transportation System. In: Verma S., Tomar R., Chaurasia B., Singh V., Abawajy J. (eds) Communication, Networks and Computing. CNC 2018. Communications in Computer and Information Science, vol 839. Springer, Singapore. https://doi.org/10.1007/978-981-13-2372-0_17 (Book Chapter)
  26. Pandey S., Jain R., Kumar S. (2019) An Efficient Data Aggregation Algorithm with Gossiping for Smart Transportation System. In: Verma S., Tomar R., Chaurasia B., Singh V., Abawajy J. (eds) Communication, Networks and Computing. CNC 2018. Communications in Computer and Information Science, vol 839. Springer, Singapore. https://doi.org/10.1007/978-981-13-2372-0_17 (Book Chapter)
  27. Kumar S., Shukla P., Pandey S. (2021) Data Dissemination Using Social-Based Attributes in Delay-Tolerant Networks. In: Rizvanov A.A., Singh B.K., Ganasala P. (eds) Advances in Biomedical Engineering and Technology. Lecture Notes in Bioengineering. Springer, Singapore. https://doi.org/10.1007/978-981-15-6329-4_21 (Book Chapter)
  28. Chourasia V., Pandey S., Kumar S. (2021) Packet Priority-Based Routing Approach for Vehicular Delay Tolerant Network. In: Sharma M.K., Dhaka V.S., Perumal T., Dey N., Tavares J.M.R.S. (eds) Innovations in Computational Intelligence and Computer Vision. Advances in Intelligent Systems and Computing, vol 1189. Springer, Singapore. https://doi.org/10.1007/978-981-15-6067-5_32 (Book Chapter)
  29. Pandey S., Kumar S., Chourasia V. (2021) Composite Routing Approach for Vehicular Delay-Tolerant Networks. In: Yang XS., Sherratt S., Dey N., Joshi A. (eds) Proceedings of Fifth International Congress on Information and Communication Technology. Advances in Intelligent Systems and Computing, vol 1184. Springer, Singapore. https://doi.org/10.1007/978-981-15-5859-7_13
  30. Sarkar, S. Kumar and M. Mukherjee, "An Optimized Task Placement in Computational Offloading for Fog-Cloud Computing Networks," 2019 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS), GOA, India, 2019, pp. 1-5, doi: 10.1109/ANTS47819.2019.9118134.
  31. Kumar, S., Tripathy, P., Dwivedi, K., & Pandey, S. (2019). Improved Prophet Routing Algorithm for Opportunistic Networks. In Lecture Notes in Networks and Systems (pp. 303-312). (Lecture Notes in Networks and Systems; Vol. 39). Springer Paris. https://doi.org/10.1007/978-981-13-0277-0_25  (Book Chapter)
Other Info.

 Institute level responsibilities:

       1. Head, Central Computer Center

       2. Suprintendent of Examination

       3. Warden, Hostel-H (Block-II)

       4. Professor Incharge, Literary Committee 

       5. Assistant Suprintendent of Examination(2014-2022)

       6. Centre Deputy Suprintendent-NEET(2020)

       7.Deputy Centre Incharge, NIMCET Counselling(2020-22)

       8. Member of Anti Ragging Committee 

       9.  Committee member of Eclectika

      10. Chairman Photography committee  Convocation          

      11.  Committee member Avartan team

      12. Committee member sports festival SAMAR 

      13.  Prof-In-charge , Guest House( 2012-2015)   

      14.  Prof-In-Charge, Enterpreneurship Cell (2012-2015)

 

Departemnt Level Responsibilities:

       1.   Convenor, Departmental Academic Committee

       2.   Convenor, Departmental Grievance Committee  

       3.   Convenor, Question Moderation Committee  

       4.   Ph.D. Co-ordinator

       5.   Member  DRC

       6.   Member  DGC

       7.   Faculty coordinator for Third Year students