Publications

Refereed Journal Publications

  1. T. Banerjee and S. Sahni, PETCAM -- A power efficient TCAM architecture for forwarding tables, IEEE Transactions on Computers, Vol. 61, Issue 1, Pages 3-15, 2012, Also in Computing Now, August 2012.
  2. T. Banerjee, S. Sahni and S. Gunasekaran, Consistent Update of Packet Classifiers, IEEE Transactions on Computers, Vol. 61, Issue 9, 1284-1295, 2012.
  3. T. Banerjee, S. Sahni and S. Gunasekaran, PC-DUOS+: A TCAM architecture for packet classifiers, IEEE Transactions on Computers, Vol. 63, Issue 6, 1526-1539, 2014.
  4. T. Banerjee, S. Sahni and S. Gunasekaran, PC-TRIO: A power efficient TCAM architecture for packet classifiers, IEEE Transactions on Computers, Vol. 64, Issue 4, Pages 1104-1118, 2015
  5. T. Banerjee and S. Sahni, PUBSUB: An efficient publish/subscribe system, IEEE Transactions on Computers, Vol. 64, Issue 4, 1119-1132, 2015.
  6. T. Banerjee, M. Gadou and S. Ranka, A Genetic Algorithm based Approach for Multi-objective Hardware/Software Co-optimization, Elsevier Sustainable Computing: Informatics and Systems, Volume 10, 2016, Pages 36-47
  7. T. Banerjee, J. Rabb and S. Ranka, Performance and Energy Benchmarking of Spectral Solvers on Hybrid Multicore Machines, Elsevier Sustainable Computing: Informatics and Systems, Volume 12, 2016, Pages 10-20
  8. T. Banerjee, J. Hackl, M. Shringarpure, T. Islam, S. Balachandar, T. Jackson and S. Ranka, A New Proxy Application for Compressible Multiphase Turbulent Flows, Elsevier Sustainable Computing: Informatics and Systems, Volume 16, 2017, Pages 11-24
  9. M. Gadou, T. Banerjee, M. Arunachalam, S. Ranka, Multiobjective evaluation and optimization of CMT-bone on multiple CPU/GPU systems, Journal of Sustainable Computing: Informatics and Systems, Volume 22, June 2019, Pages 259-271.
  10. A. Wijaysiri, T. Banerjee, S. Ranka, S. Sahni and M. Schmalz, Dynamic Data Driven SAR Image Reconstruction Using Multiple GPUs, Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Volume 11, No. 11, November 2018, Pages 4326-4338.
  11. K. Zhai, T. Banerjee, D. Zwick, J. Hackl, R. Koneru, S. Ranka, Dynamic Load Balancing for A Mesh-based Scientific Application, Concurrency and Computation: Practice and Experience, Vol. 32, Issue 9, May 2020, https://doi.org/10.1002/cpe.5626
  12. A. Wijayasiri, T. Banerjee, S. Ranka, S. Sahni and M. Schmalz, "Multiobjective Optimization of SAR Reconstruction on Hybrid Multicore Systems," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , vol. 13, pp. 4674-4688, 2020, doi: 10.1109/JSTARS.2020.3014531.
  13. S. Gheibi, T. Banerjee, S. Ranka. S. Sahni, Fine Tuning The Performance of Parallel Codes, Advances in Science, Technology and Engineering Systems Journal (ASTES), Vol. 5, Issue 4, 824-840, 2020
  14. K. Chen, T. Banerjee, X. Huang, Z. Ding, N.V.S. Varanasi, A. Rangarajan, S. Ranka, A Web_Based Visual Analytics System for Traffic Intersection Datasets, International Journal of Big Data Intelligence, Vol 8, Issue 1, 76-88, 2021

Refereed Conference Publications

  1. R. Tiwari, T. Banerjee, Y. Li and M.T. Thai, k-Strongly Connected m-Dominating and Absorbing Set in Wireless Ad Hoc Networks with Unidirectional Links, International Conference on Wireless Algorithms, Systems and Applications, 2007
  2. T. Banerjee and S. Sahni, PETCAM--A power efficient TCAM for forwarding tables, IEEE Symposium on Computers and Communications (ISCC), 2009
  3. T. Banerjee and S. Sahni, DUO-Dual TCAM architecture for routing tables with incremental update, IEEE Symposium on Computers and Communications (ISCC), 2010
  4. T. Banerjee and S. Sahni, CONSIST- Consistent Internet route updates, IEEE Symposium on Computers and Communications, 2010.
  5. T. Banerjee, S. Sahni and S. Gunasekaran, PC-DUOS: Fast TCAM lookup and update for packet classifiers, IEEE Symposium on Computers and Communications (ISCC), 2011
  6. T. Banerjee, S. Sahni and S. Gunasekaran, PC-TRIO: An indexed TCAM architecture for packet classifiers, IEEE Symposium on Computers and Communications (ISCC), 2012
  7. T. Banerjee and S. Sahni, PUBSUB: An efficient publish/subscribe system, IEEE Symposium on Computers and Communications (ISCC), 2013
  8. N. Kumar, M. Shringarpure, T. Banerjee, J. Hackl, S. Balachandar, H. Lam, A. George and S. Ranka, CMT-bone: A mini-app for Compressible Multiphase Turbulence Simulation Software, Workshop on Representative Applications (WRAP), 2015
  9. T. Banerjee and S. Ranka, Genetic Algorithm based Autotuning Approach for Performance and Energy Optimization, IEEE International Green and Sustainable Computing (IGSC), 2015
  10. M. Gadou, T. Banerjee and S. Ranka, Multiobjective optimization of CMT-Bone on Hybrid Processors, IEEE International Green and Sustainable Computing (IGSC), 2016
  11. T. Banerjee, J. Hackl, M. Shringarpure, T. Islam, S. Balachandar, T. Jackson and S. Ranka, CMT-bone - A Proxy Application for Compressible Multiphase Turbulent Flows, IEEE International Conference on High Performance Computing (HiPC), 2016
  12. A. Wijaysiri, T. Banerjee, S. Ranka, S. Sahni and M. Schmalz, Dynamic Data Driven Image Reconstruction Using Multiple GPUs, IEEE Symposium on Signal Processing and Information Technology (ISSPIT), 2016
  13. A. Wijaysiri, T. Banerjee, S. Ranka, S. Sahni and M. Schmalz, Multiobjective Optimization of SAR Reconstruction on Hybrid Multicore Systems, IEEE International Conference on High Performance Computing (HiPC), 2017
  14. A. Wijayasiri, T. Banerjee, S. Ranka, S. Sahni and M. Schmalz, "Parallel Dynamic Data Driven Approaches for Synthetic Aperture Radar," 2017 IEEE 24th International Conference on High Performance Computing (HiPC), Jaipur, India, 2017, pp. 193-202
  15. K. Zhai, T. Banerjee, D. Zwick, J. Hackl and S. Ranka, Dynamic Load Balancing for Compressible Multiphase Turbulence, ACM International Conference on Supercomputing (ICS), 2018
  16. A. Wijayasiri, T. Banerjee, S. Ranka, S. Sahni and M. Schmalz, Performance and Energy Evaluation of SAR Reconstruction on Intel Knights Landing, IEEE International Green and Sustainable Computing (IGSC), 2018
  17. M. Gadou, T. Banerjee, M. Arunachalam, G. Shipman and S. Ranka, Multiobjective evaluation and optimization of CMT-bone on Intel Knights Landing, IEEE International Green and Sustainable Computing (IGSC), 2018
  18. D. Mahajan, T. Banerjee, A. Rangarajan, N. Agarwal, J. Dilmore, E. Posadas and S. Ranka, Analyzing Traffic Signal Performance Measures to Automatically Classify Signalized Intersections, International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS), 2019
  19. D. Mahajan, S. Singh, T. Banerjee, A. Rangarajan, and S. Ranka, Machine Learning Based Visualization Framework for Ranking, Clustering and Change Detection using Controller (ATSPM) Data, Transportation Research Board (TRB), 2019
  20. T. Banerjee, K. Chen, X. Huang, A. Rangarajan, and S. Ranka, A Multi-sensor System for Traffic Analysis at Smart Intersections, International Conference on Contemporary Computing (IC3), 2019
  21. M. Gadou, S. R. Mogili, T. Banerjee, and S. Ranka, Multi-objective Optimization on DVFS based Hybrid Systems, IEEE International Green and Sustainable Computing (IGSC), 2019
  22. D. Mahajan, T. Banerjee, Y. Karnati, A. Rangarajan, and S. Ranka, A Data Driven Approach to Derive Traffic Intersection Geography Using High Resolution Controller Logs, Transportation Research Board (TRB), 2019
  23. S. Gheibi, T. Banerjee, S. Ranka. S. Sahni, Multilevel Approaches to Fine Tune Performance of Linear Algebra Libraries, IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2019
  24. K. Chen and T. Banerjee and X. Huang and A. Rangarajan and S. Ranka, A Visual Analytics System for Processed Videos from Traffic Intersections, 6th International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS), 2020
  25. T. Banerjee and X. Huang and K. Chen and A. Rangarajan and S. Ranka, Clustering Object Trajectories for Intersection Traffic Analysis, 6th International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS), 2020
  26. X. Huang and T. Banerjee and K. Chen and A. Rangarajan and S. Ranka, Machine Learning based Video Processing for Real-time Near-Miss Detection, 6th International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS), 2020
  27. D. Mahajan, T. Banerjee, Y. Karnati, A. Rangarajan and S. Ranka, A Data Driven Approach to Derive Traffic Intersection Geography using High Resolution Controller Logs, 6th International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS), 2020
  28. D. Mahajan, T. Banerjee, A. Rangarajan, N. Agarwal, J. Dilmore, E. Posadas and S. Ranka, Analyzing Traffic Signal Performance Measures to Automatically Classify Signalized Intersections, 6th International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS), 2020
  29. S. Gheibi, T. Banerjee, S. Ranka, and S. Sahni, Cache Efficient Louvain with Local RCM, IEEE Symposium on Computers and Communications (ISCC), 2020.
  30. D. Mahajan, Y. Karnati, T. Banerjee, V. Regalla, R. Reddy, A. Rangarajan, S. Ranka, A Scalable Data Analytics and Visualization System for City-wide Traffic Signal Data-sets, 23rd Intelligent Transportation Systems Conference (ITSC), 2020.
  31. K. Zhai, T. Banerjee, A. Wijaysiri, S. Ranka, Batched Small Tensor-Matrix Multiplications On GPUs, International Conference on High Performance Computing, Data, and Analytics (HiPC), 2020.
  32. K. Zhai, P. He, T. Banerjee, S. Ranka, SparsePipe: Parallel Deep Learning for 3D Point Clouds, International Conference on High Performance Computing, Data, and Analytics (HiPC), 2020.
  33. A. Wu, T. Banerjee, A. Rangarajan, S. Ranka, Trajectory Prediction via Learning Motion Cluster Patterns in Curvilinear Coordinates IEEE International Conference on Intelligent Transportation (ITSC), 2021.
  34. P. Manjunatha, T. Banerjee, L. Elefteriadou, S. Ranka, S. Dong, B. Aghdashi and R. Sengupta, An automated system for operational evaluation of signalized intersections: A case study on the impact of COVID-19 pandemic on traffic patterns PANAM 2021
  35. S. Gheibi, T. Banerjee, S. Ranka, S. Sahni, An Effective Data Structure for Contact Sequence Temporal Graphs, ISCC 2021
  36. T. Banerjee, J. Ray, M. F. Barone, and S. P. Domino. 2022. Qualifying Training Datasets for Data-Driven Turbulence Closures. American Institute of Aeronautics and Astronautics (AIAA) Aviation Forum and Exposition.
  37. T. Banerjee, Y. Karnati, K. Chen, Y. Lebedev, A. Wu, R. Sengupta, A. Rangarajan, S. Ranka, "A Multi-Sensor Edge-Based System for Intelligent Traffic Intersections," 2022 Fifth International Conference on Connected and Autonomous Driving (MetroCAD), 2022, pp. 39-46, doi: 10.1109/MetroCAD56305.2022.00011.
  38. T. Banerjee, K. Chen, A. Almaraz, R. Sengupta, Y. Karnati, B. Grame, E. Posadas, S. Poddar, R. Schenck, J. Dilmore, S. Srinivasan, A. Rangarajan, S. Ranka, "A Modern Intersection Data Analytics System for Pedestrian and Vehicular Safety," 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), 2022, pp. 3117-3124, doi: 10.1109/ITSC55140.2022.9921827.
  39. J. Lee, Q. Gong, J. Choi, T. Banerjee, S. Klasky, S. Ranka, and A. Rangarajan. 2022. "Error-Bounded Learned Scientific Data Compression with Preservation of Derived Quantities" Applied Sciences 12, no. 13: 6718. https://doi.org/10.3390/app12136718.
  40. T. Banerjee, J. Choi, J. Lee, Q. Gong, R. Wang, S. Klasky, A. Rangarajan, and S. Ranka. 2022. An Algorithmic and Software Pipeline for Very Large-Scale Scientific Data Compression with Error Guarantees. International Conference on High Performance Computing, Data, and Analytics (HiPC 2022).
  41. A. Rangarajan, P. He, J. Lee, T. Banerjee, and S. Ranka. 2023. Expressing linear equality constraints in feedforward neural networks, arXiv.org
  42. R. Sengupta, T. Banerjee, Y. Karnati, S. Ranka, and A. Rangarajan 2023. Using DSRC Road-side Unit Data to Derive Braking Behavior. Ninth International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS 2023)
  43. R. Sengupta, T. Banerjee, K. Chen, Y. Karnati, S. Ranka, and A. Rangarajan 2023. Towards Effective Traffic Signal Safety and Optimization using Fisheye Video. Ninth International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS 2023)
  44. T. Banerjee, J. Choi, J. Lee, J. Chen, Q. Gong, C.S. Chang, S. Klasky, A. Rangarajan, S. Ranka. Online and Scalable Data Compression Pipeline with Guarantees on Quantities of Interest. IEEE eScience 2023.
  45. A. Wu, T. Banerjee, K. Chen, A. Rangarajan, S. Ranka. A Multi-Sensor Video/LiDAR System for Analyzing Intersection Safety. ITSC 2023.
  46. T. Banerjee, J. Lee, J. Choi, Q. Gong, J. Chen, S. Klasky, A. Rangarajan, and S. Ranka. 2022. Fast Algorithms for Scientific Data Compression. International Conference on High Performance Computing, Data, and Analytics (HiPC 2023).