麻豆传媒

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.聽IEEE Transactions on Parallel and Distributed Systems,听33(10), pp.2470-2481.
• Sheheeda Manakkadu, Srijan Prasad Joshi, Tom Halverson, Sourav Dutta, 鈥淭op-k user-based
  Collaborative Recommendation System using MapReduce,鈥� IEEE Big Data 2021 (acceptance rate – 19%).
• Sheheeda Manakkadu, Sourav Dutta, and Sam R. Thangiah, 鈥淧rofiling of Disease-Associated Proteins
  Neighborhood Networks,鈥� In IEEE 14th International Conference on Big Data Science and Engineering
  (BigDataSE) (pp. 9-13), 2020.
• Dimitri聽Kagaris, and Sourav Dutta. “Scheduling Mutual Exclusion Accesses in Equal-Length Jobs.”聽ACM Transactions on Parallel Computing (TOPC)聽6, no. 2 (2019).
• Sheheeda Manakkadu and Sourav Dutta. 鈥淥n efficient resource allocation in the Internet of Things environment.鈥� In聽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聽World Congress on Services, pp. 165-171. Springer, Cham, 2018.
• Sourav Dutta, and Dimitri Kagaris, 鈥淧lurality voting and the computation of the average duration of frames of parallel mutual exclusion accesses.鈥� 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聽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聽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聽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聽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聽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.