Specialization : Networks
Network group works in different areas of network viz. Network Security, Social Networks, Peer to Peer networks, Wireless Sensor Networks etc.. One interesting problem on which group worked on is Delay Tolerant Proactive Transmission Protocol in collabration with ISRO, SAC, Ahmedabad. The proposed protocol is variation of TCP protocol for deep space (interplanetary internet). Protocol uses proactive slow start and congestion avoidance based on historic RTT values leading to 80% to 120% increase in throughput. Besides this, group is also involved in multiparty computing, mining the social network data, studying reputation management for peer to peer and other kind of networks, signed graphs and different problems in wireless sensor networks.
Sub Areas:
- Network Security
- Wireless Sensor Networks
- Manets/Vanets
- Peer to Peer Networks
- Social Networks
- Complex Networks
Recent Publications:
- Himadri Mishra, K K Shukla (2018) Scaling Neural Programmer-Interpreter For Real-Life Tasks , CVPR 2018.
- A. Goswami, G. S. Parashari and R. Gupta, "Evolutionary Stability of Reputation Based Incentive Mechanisms in P2P Systems," in IEEE Communications Letters, vol. PP, no. 99, pp. 1-1. doi: 10.1109/LCOMM.2017.2777854 .
- A. Goswami, R. Gupta and G. S. Parashari, "Reputation-Based Resource Allocation in P2P Systems: A Game Theoretic Perspective," in IEEE Communications Letters, vol. 21, no. 6, pp. 1273-1276, June 2017.
- Abhishek Tripathi, Hari Prabhat Gupta, Tanima Dutta, Durgesh Kumar, K. K. Shukla, and S. Jit, "A Target Tracking System using Directional nodes in Wireless Sensor Networks", IEEE System Journal, 2018 (Accepted and In Press).[Impact Factor 3.882]
- Abhishek Tripathi, Hari Prabhat Gupta, Tanima Dutta, Rahul Mishra, K. K. Shukla, and S. Jit, "Coverage and Connectivity in WSNs: A Survey, Research Issues and Challenges", IEEE Access, Volume 6, pp. 26971-26992, April 2018 (Early Access).[Impact Factor 3.422]
- Tanima Dutta and Hari Prabhat Gupta, " Leveraging Smart Devices for Automatic Mood-transfering in Real-time Oil Painting", IEEE Transactions on Industrial Electronics, Volume 64, Issue 2, pp. 1581-1588, 2017.
- Kuldeep Singh, Harish Kumar Shakya, Siddhartha Kumar Arjaria, N. Arun kumar, Bhaskar Biswas, Efficient algorithm for mining high utility pattern considering length constraints, Cluster Computing (Springer) (SCIE), Impact Factor: 2.040, ISSN: 1386-7857. [In Press]
- Kuldeep Singh, Harish Kumar Shakya, Abhimanyu Singh, Bhaskar Biswas, Efficient algorithm for mining high utility itemsets with negative utility, Expert Systems (wiley) (SCIE), Impact Factor: 1.18, ISSN: 1468-0394. DOI:10.1111/exsy.12296 [Published]
- Kuldeep Singh, Bhaskar Biswas, TKEH: an efficient algorithm for mining top-k high utility itemsets, Applied Intelligence (Springer) (SCIE), Impact Factor: 1.904, ISSN: 0924-669X. [Revision under review]
- Kuldeep Singh, Harish Kumar Shakya, Bhaskar Biswas, Clustering of people in social network based on textual similarity, Perspectives in Science (Elsevier), volume- 8, pages- 570–573, 2016, ISSN: 2213-0209.
