Tania Banerjee

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 45

Top Topics

Dynamic Load Balancing

Data Compression

Genetic Algorithm

Top Venues

Publications

Qian Gong, Jieyang Chen, Ben Whitney, Xin Liang, Viktor Reshniak, Tania Banerjee, Jaemoon Lee, Anand Rangarajan, Lipeng Wan, Nicolas Vidal, Qing Liu, Ana Gainaru, Norbert Podhorszki, Richard Archibald, Sanjay Ranka, Scott Klasky
MGARD: A multigrid framework for high-performance, error-controlled data compression and refactoring. CoRR (2024)
Sanaz Gheibi, Tania Banerjee, Sanjay Ranka, Sartaj Sahni
Path Algorithms for Contact Sequence Temporal Graphs. Algorithms 17 (4) (2024)
Aotian Wu, Tania Banerjee, Ke Chen, Anand Rangarajan, Sanjay Ranka
A Multi-Sensor Video/LiDAR System for Analyzing Intersection Safety. ITSC (2023)
Rahul Sengupta, Tania Banerjee, Ke Chen, Yashaswi Karnati, Sanjay Ranka, Anand Rangarajan
Towards Effective Traffic Signal Safety and Optimization Using Fisheye Video. VEHITS (2023)
Tania Banerjee, Jaemoon Lee, Jong Choi, Qian Gong, Jieyang Chen, Scott Klasky, Anand Rangarajan, Sanjay Ranka
Fast Algorithms for Scientific Data Compression. HiPC (2023)
Rahul Sengupta, Tania Banerjee, Yashaswi Karnati, Sanjay Ranka, Anand Rangarajan
Using DSRC Road-Side Unit Data to Derive Braking Behavior. VEHITS (2023)
Qian Gong, Jieyang Chen, Ben Whitney, Xin Liang, Viktor Reshniak, Tania Banerjee, Jaemoon Lee, Anand Rangarajan, Lipeng Wan, Nicolas Vidal, Qing Liu, Ana Gainaru, Norbert Podhorszki, Richard Archibald, Sanjay Ranka, Scott Klasky
MGARD: A multigrid framework for high-performance, error-controlled data compression and refactoring. SoftwareX 24 (2023)
Tania Banerjee, Jaemoon Lee, Jong Choi, Qian Gong, Jieyang Chen, Choong-Seock Chang, Scott Klasky, Anand Rangarajan, Sanjay Ranka
Online and Scalable Data Compression Pipeline with Guarantees on Quantities of Interest. e-Science (2023)
Hongdao Dong, Edward Ho, Herbert Shin, Tania Banerjee, Geoffrey Masschelein, Jacob Davidson, Sandrine de Ribaupierre, Roy Eagleson, Caitlin Symonette
'DIGITS' app - smartphone augmented reality for hand telerehabilitation. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 10 (4) (2022)
Tania Banerjee, Jong Choi, Jaemoon Lee, Qian Gong, Ruonan Wang, Scott Klasky, Anand Rangarajan, Sanjay Ranka
An Algorithmic and Software Pipeline for Very Large Scale Scientific Data Compression with Error Guarantees. HIPC (2022)
Tania Banerjee, Ke Chen, Alejandro Almaraz, Rahul Sengupta, Yashaswi Karnati, Bryce Grame, Emmanuel Posadas, Subhadipto Poddar, Robert Schenck, Jeremy Dilmore, Siva Srinivasan, Anand Rangarajan, Sanjay Ranka
A Modern Intersection Data Analytics System for Pedestrian and Vehicular Safety. ITSC (2022)
Tania Banerjee, Jong Choi, Jaemoon Lee, Qian Gong, Jieyang Chen, Scott Klasky, Anand Rangarajan, Sanjay Ranka
Scalable Hybrid Learning Techniques for Scientific Data Compression. CoRR (2022)
Anand Rangarajan, Pan He, Jaemoon Lee, Tania Banerjee, Sanjay Ranka
Expressing linear equality constraints in feedforward neural networks. CoRR (2022)
Sanaz Gheibi, Tania Banerjee, Sanjay Ranka, Sartaj Sahni
An Effective Data Structure for Contact Sequence Temporal Graphs. ISCC (2021)
Ke Chen, Tania Banerjee, Xiaohui Huang, Zhaowen Ding, Naga Venkata Sai Varanasi, Anand Rangarajan, Sanjay Ranka
A web-based visual analytics system for traffic intersection datasets. Int. J. Big Data Intell. 8 (1) (2021)
Aotian Wu, Tania Banerjee, Anand Rangarajan, Sanjay Ranka
Trajectory Prediction via Learning Motion Cluster Patterns in Curvilinear Coordinates. ITSC (2021)
Ke Chen, Tania Banerjee, Xiaohui Huang, Anand Rangarajan, Sanjay Ranka
A Visual Analytics System for Processed Videos from Traffic Intersections. VEHITS (2020)
Xiaohui Huang, Tania Banerjee, Ke Chen, Naga Venkata Sai Varanasi, Anand Rangarajan, Sanjay Ranka
Machine Learning based Video Processing for Real-time Near-Miss Detection. VEHITS (2020)
Sanaz Gheibi, Tania Banerjee, Sanjay Ranka, Sartaj Sahni
Cache Efficient Louvain with Local RCM. ISCC (2020)
Keke Zhai, Tania Banerjee, David Zwick, Jason Hackl, Rahul Koneru, Sanjay Ranka
Dynamic load balancing for a mesh-based scientific application. Concurr. Comput. Pract. Exp. 32 (9) (2020)
Keke Zhai, Pan He, Tania Banerjee, Anand Rangarajan, Sanjay Ranka
SparsePipe: Parallel Deep Learning for 3D Point Clouds. CoRR (2020)
Adeesha Wijayasiri, Tania Banerjee, Sanjay Ranka, Sartaj Sahni, Mark S. Schmalz
Multiobjective Optimization of SAR Reconstruction on Hybrid Multicore Systems. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Keke Zhai, Tania Banerjee, Adeesha Wijayasiri, Sanjay Ranka
Batched Small Tensor-Matrix Multiplications on GPUs. HiPC (2020)
Keke Zhai, Pan He, Tania Banerjee, Anand Rangarajan, Sanjay Ranka
SparsePipe: Parallel Deep Learning for 3D Point Clouds. HiPC (2020)
Tania Banerjee, Xiaohui Huang, Ke Chen, Anand Rangarajan, Sanjay Ranka
Clustering Object Trajectories for Intersection Traffic Analysis. VEHITS (2020)
Dhruv Mahajan, Tania Banerjee, Yashaswi Karnati, Anand Rangarajan, Sanjay Ranka
A Data Driven Approach to Derive Traffic Intersection Geography using High Resolution Controller Logs. VEHITS (2020)
Dhruv Mahajan, Yashaswi Karnati, Tania Banerjee, Varun Reddy Regalla, Rohit Reddy, Anand Rangarajan, Sanjay Ranka
A Scalable Data Analytics and Visualization System for City-wide Traffic Signal Data-sets. ITSC (2020)
Mohamed Gadou, Tania Banerjee, Meena Arunachalam, Sanjay Ranka
Multiobjective evaluation and optimization of CMT-bone on multiple CPU/GPU systems. Sustain. Comput. Informatics Syst. 22 (2019)
Mohamed Gadou, Sankeerth Reddy Mogili, Tania Banerjee, Sanjay Ranka
Multi-objective Optimization on DVFS based Hybrid Systems. IGSC (2019)
Dhruv Mahajan, Tania Banerjee, Anand Rangarajan, Nithin Agarwal, Jeremy Dilmore, Emmanuel Posadas, Sanjay Ranka
Analyzing Traffic Signal Performance Measures to Automatically Classify Signalized Intersections. VEHITS (2019)
Tania Banerjee, Ke Chen, Xiaohui Huang, Anand Rangarajan, Sanjay Ranka
A Multi-sensor System for Traffic Analysis at Smart Intersections. IC3 (2019)
Sanaz Gheibi, Tania Banerjee, Sanjay Ranka, Sartaj Sahni
Multilevel Approaches to Fine Tune Performance of Linear Algebra Libraries. ISSPIT (2019)
Adeesha Wijayasiri, Tania Banerjee, Sanjay Ranka, Sartaj Sahni, Mark S. Schmalz
Dynamic Data-Driven SAR Image Reconstruction Using Multiple GPUs. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (11) (2018)
Adeesha Wijayasiri, Tania Banerjee, Sanjay Ranka, Sartaj Sahni, Mark S. Schmalz
Performance and Energy Evaluation of SAR Reconstruction on Intel Knights Landing. IGSC (2018)
Mohamed Gadou, Tania Banerjee, Meena Arunachalam, Galen M. Shipman, Sanjay Ranka
Multiobjective Evaluation and Optimization of CMT-bone on Intel Knights Landing. IGSC (2018)
Keke Zhai, Tania Banerjee, David Zwick, Jason Hackl, Sanjay Ranka
Dynamic Load Balancing for Compressible Multiphase Turbulence. ICS (2018)
Keke Zhai, Tania Banerjee, David Zwick, Jason Hackl, Sanjay Ranka
Dynamic Load Balancing for Compressible Multiphase Turbulence. CoRR (2018)
Adeesha Wijayasiri, Tania Banerjee, Sanjay Ranka, Sartaj Sahni, Mark S. Schmalz
Parallel Dynamic Data Driven Approaches for Synthetic Aperture Radar. HiPC (2017)
Tania Banerjee, Jason Hackl, Mrugesh Shringarpure, Tanzima Z. Islam, S. Balachandar, Thomas L. Jackson, Sanjay Ranka
A new proxy application for compressible multiphase turbulent flows. Sustain. Comput. Informatics Syst. 16 (2017)
Tania Banerjee, Jacob Rabb, Sanjay Ranka
Performance and energy benchmarking of spectral solvers on hybrid multicore machines. Sustain. Comput. Informatics Syst. 12 (2016)
Tania Banerjee, Mohamed Gadou, Sanjay Ranka
Corrigendum to "A genetic algorithm based approach for multi-objective hardware/software co-optimization" [J. Sustain. Comput.: Inform. Syst. 10 (2016) 36-47]. Sustain. Comput. Informatics Syst. 12 (2016)
Adeesha Wijayasiri, Tania Banerjee, Sanjay Ranka, Sartaj Sahni, Mark S. Schmalz
Dynamic data driven image reconstruction using multiple GPUs. ISSPIT (2016)
Mohamed Gadou, Tania Banerjee, Sanjay Ranka
Multi-objective optimization of CMT-bone on hybrid processors. IGSC (2016)
Tania Banerjee, Jason Hackl, Mrugesh Shringarpure, Tanzima Z. Islam, S. Balachandar, Thomas L. Jackson, Sanjay Ranka
CMT-Bone - A Proxy Application for Compressible Multiphase Turbulent Flows. HiPC (2016)
Tania Banerjee, Mohamed Gadou, Sanjay Ranka
A genetic algorithm based approach for multi-objective hardware/software co-optimization. Sustain. Comput. Informatics Syst. 10 (2016)
Nalini Kumar, Mrugesh Sringarpure, Tania Banerjee, Jason Hackl, S. Balachandar, Herman Lam, Alan D. George, Sanjay Ranka
CMT-bone: A Mini-App for Compressible Multiphase Turbulence Simulation Software. CLUSTER (2015)
Tania Banerjee, Sanjay Ranka
A genetic algorithm based autotuning approach for performance and energy optimization. IGSC (2015)
Tania Banerjee, Sartaj Sahni, Gunasekaran S. Seetharaman
PC-TRIO: A Power Efficient TCAM Architecture for Packet Classifiers. IEEE Trans. Computers 64 (4) (2015)