Associate Professor Computer Science

Year Joined RCNJ: 2017

Contact Information

• Phone: (201) 684-7177
• Email: sdutta1@ramapo.edu
• Office: ASB406
• Office Hours: Mon./Thur. 11:10am-2:10pm

Education:

• PhD, Computer Engineering, Southern Illinois University Carbondale

Courses Offered:

• Computer Science I and II
• Data Structures and Algorithms
• Operating Systems
• Big Data Computing (Adv. Topic)

Research Interest:

• High-performance Computing
• Hardware/software co-design
• Machine learning

Recent Publications:

• Kagaris, D., Dutta, S. and Eyerman, S., 2022. Execution Time Estimation of Multithreaded Programs With Critical Sections. IEEE Transactions on Parallel and Distributed Systems, 33(10), pp.2470-2481.
• Sheheeda Manakkadu, Srijan Prasad Joshi, Tom Halverson, Sourav Dutta, “Top-k user-based
  Collaborative Recommendation System using MapReduce,” IEEE Big Data 2021 (acceptance rate – 19%).
• Sheheeda Manakkadu, Sourav Dutta, and Sam R. Thangiah, “Profiling of Disease-Associated Proteins
  Neighborhood Networks,” In IEEE 14th International Conference on Big Data Science and Engineering
  (BigDataSE) (pp. 9-13), 2020.
• Dimitri Kagaris, and Sourav Dutta. “Scheduling Mutual Exclusion Accesses in Equal-Length Jobs.” ACM Transactions on Parallel Computing (TOPC) 6, no. 2 (2019).
• Sheheeda Manakkadu and Sourav Dutta. “On efficient resource allocation in the Internet of Things environment.” In ACM Proceedings of the International Conference on the Internet of Things, 2018 (IoT18).
• Chertok, Rachael, Nicholas Cockcroft, and Sourav Dutta. “A Concurrent Recommender System Based on Social Network.” In World Congress on Services, pp. 165-171. Springer, Cham, 2018.
• Sourav Dutta, and Dimitri Kagaris, “Plurality voting and the computation of the average duration of frames of parallel mutual exclusion accesses.” Appl. Math. Inf. Sci. 12(2018), no. 4, 815–823;
• Sourav Dutta, Dimitri Kagaris, and Harini Ramaprasad. “Hypervisor-Induced Negative Interference in Virtualized Multi-core Platforms: The P4080 Case.” In 2017 IEEE 11th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC), pp. 59-66. IEEE, 2017.
• Sourav Dutta, Sheheeda Manakkadu, and Dimitri Kagaris. “Classifying performance bottlenecks in multi-threaded applications.” In Embedded Multicore/Manycore SoCs (MCSoc), 2014 IEEE 8th International Symposium on, pp. 341-345. IEEE, 2014.
• Manakkadu, Sheheeda, and Sourav Dutta. “Bandwidth based performance optimization of Multi-threaded applications.” In Parallel Architectures, Algorithms and Programming (PAAP), 2014 Sixth International Symposium on, pp. 118-122. IEEE, 2014.
• Sheheeda Manakkadu, Sourav Dutta, and Nazeih M. Botros. “Power aware parallel computing on asymmetric multiprocessor.” In System-on-Chip Conference (SOCC), 2014 27th IEEE International, pp. 35-40. IEEE, 2014.
• Sourav Dutta, and Nazeih M. Botros. “Miss-rate Based Dynamic Phase Tracking on Multicore Processors.” In Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA), 2014.
• Sourav Dutta, and Nazeih M. Botros. “Miss-rate Based Dynamic Phase Tracking on Multicore
  Processors.” In Proceedings of the International Conference on Parallel and Distributed Processing
  Techniques and Applications (PDPTA), 2014.
• Sourav Dutta, and Nazeih M. Botros. “FPGA Synthesis of Glucose-Insulin Feedback System.” In
  Proceedings of the International Conference on Modeling, Simulation and Visualization Methods
  (MSV),2013.
• Sourav Dutta, “Obstacle avoidance of mobile robot using PSO-based neuro fuzzy technique. “International Journal of Computer Science and Engineering 2, no. 2 (2010): pp. 301-304.