Alok N. Choudhary
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
249
Venues
68
Active years
1987–2025
Best venue rank
A*
Where they publish
- ASC24 papers
- NationalHiPC15 papers
- A*ICDM15 papers
- BICPP14 papers
- ADATE11 papers
- AICS11 papers
- ACIKM10 papers
- BEuroPar10 papers
- ASDM9 papers
- A*KDD9 papers
- BCCGRID7 papers
- AHPDC7 papers
- CCLUSTER7 papers
- CICMLA6 papers
- BIJCNN5 papers
- Journal PublishedCASES5 papers
- A*DAC4 papers
- CIDEAS4 papers
- BICPR3 papers
- MulticonferenceICCS3 papers
- A*IJCAI3 papers
- A*MICRO3 papers
- NationalFCCM3 papers
- NationalVLSID3 papers
- CICPRAM2 papers
- BDSAA2 papers
- A*CVPR2 papers
- BICCCN2 papers
- A*ICDE2 papers
- MulticonferenceICASSP2 papers
- BMDM2 papers
- A*ISCA2 papers
- BPAKDD2 papers
- AICCAD2 papers
- AFPGA2 papers
- BFPL2 papers
- CISI2 papers
- BPPoPP2 papers
- AMICCAI1 paper
- A*AAAI1 paper
- A*ACL1 paper
- A*ICCV1 paper
- AACSAC1 paper
- CWAW1 paper
- A*NDSS1 paper
- A*SIGIR1 paper
- A*CCS1 paper
- MulticonferenceSAC1 paper
- CADMA1 paper
- A*EMNLP1 paper
- BISPASS1 paper
- NationalISVC1 paper
- BICPADS1 paper
- CICCD1 paper
- NationalPDPTA1 paper
- ARTAS1 paper
- Journal PublishedEMSOFT1 paper
- AFAST1 paper
- BASPDAC1 paper
- A*HPCA1 paper
- NationalCATA1 paper
- BSSDBM1 paper
- CDOLAP1 paper
- BICNP1 paper
- A*SIGMETRICS1 paper
- BMASCOTS1 paper
- BLCN1 paper
- AICDCS1 paper
Papers
249 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICMLA | AI-Driven Prediction of Material Deformation: Stress-Strain Curves Faster Than Crystal Plasticity Finite Element Simulation. | Sayak Chakrabarty, Shahriyar Keshavarz, Yuwei Mao, Andrew C. E. Reid, Alok N. Choudhary, Ankit Agrawal |
| 2025 | MICCAI | Imaging-Based Mortality Prediction in Patients with Systemic Sclerosis. | Alec Peltekian, Karolina Senkow, Gorkem Durak, Kevin M. Grudzinski, Bradford C. Bemiss, Jane E. Dematte, Carrie Richardson, Nikolay S. Markov, Philip H. Carns, Kathleen Aren, Alexandra Soriano, Matthew Dapas, Harris Perlman, Aaron Gundersheimer, Kavitha C. Selvan, John Varga, Monique Hinchcliff, Krishnan Warrior, Catherine A. Gao, Richard G. Wunderink, G. R. Scott Budinger, Alok N. Choudhary, Anthony J. Esposito, Alexander V. Misharin, Ankit Agrawal, Ulas Bagci |
| 2025 | SC | Parallel Data Object Creation: Scalable Metadata Management in Parallel I/O Library. | Youjia Li, Robert Latham, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao |
| 2024 | CIKM | Automated Nanoparticle Image Processing Pipeline for AI-Driven Materials Characterization. | Alexandra L. Day, Carolin B. Wahl, Roberto dos Reis, Wei-keng Liao, Vinayak P. Dravid, Alok N. Choudhary, Ankit Agrawal |
| 2024 | ICMLA | Combining Transfer Learning and Representation Learning to Improve Predictive Analytics on Small Materials Data. | Vishu Gupta, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal |
| 2024 | ICMLA | Enhancing Deep Neural Network Classification Performance Through Novel Weight Initialization: t-SNE Supported Walsh Matrix Approach. | Muhammed Nur Talha Kilic, Vishu Gupta, Yuwei Mao, Kewei Wang, Alec Peltekian, Alok N. Choudhary, Wei-keng Liao, Ankit Agrawal |
| 2024 | ICMLA | Tackling the Nonlinearity Problem in Inverse Modeling: Mixture Density Network-Backed Quantized AutoEncoder. | Muhammed Nur Talha Kilic, Yuwei Mao, Vishu Gupta, Alok N. Choudhary, Wei-keng Liao, Ankit Agrawal |
| 2024 | ICMLA | Deep Learning Based Inverse Modeling for Materials Design: From Microstructure and Property to Processing. | Kewei Wang, Yuwei Mao, Mahmudul Hasan, Md Maruf Billah, Muhammed Nur Talha Kilic, Vishu Gupta, Wei-Keng Liao, Alok N. Choudhary, Pinar Acar, Ankit Agrawal |
| 2023 | CCGRID | A Case Study of Data Management Challenges Presented in Large-Scale Machine Learning Workflows. | Claire Songhyun Lee, V. Hewes, Giuseppe Cerati, Jim Kowalkowski, Adam Aurisano, Ankit Agrawal, Alok N. Choudhary, Wei-Keng Liao |
| 2023 | ICMLA | A Deep Learning Framework for Time-Series Processing-Microstructure-Property Prediction. | Yuwei Mao, Mahmudul Hasan, Claire Songhyun Lee, Muhammed Nur Talha Kilic, Vishu Gupta, Wei-Keng Liao, Alok N. Choudhary, Pinar Acar, Ankit Agrawal |
| 2023 | IJCNN | Pre-Activation based Representation Learning to Enhance Predictive Analytics on Small Materials Data. | Vishu Gupta, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal |
| 2023 | IJCNN | AI for Learning Deformation Behavior of a Material: Predicting Stress-Strain Curves 4000x Faster Than Simulations. | Yuwei Mao, Shahriyar Keshavarz, Vishu Gupta, Andrew C. E. Reid, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal |
| 2023 | SC | I/O in WRF: A Case Study in Modern Parallel I/O Techniques. | Zanhua Huang, Kaiyuan Hou, Ankit Agrawal, Alok N. Choudhary, Robert B. Ross, Wei-Keng Liao |
| 2022 | CCGRID | Using Multi-Resolution Data to Accelerate Neural Network Training in Scientific Applications. | Kewei Wang, Sunwoo Lee, Jan Balewski, Alex Sim, Peter Nugent, Ankit Agrawal, Alok N. Choudhary, Kesheng Wu, Wei-Keng Liao |
| 2022 | SDM | BRNet: Branched Residual Network for Fast and Accurate Predictive Modeling of Materials Properties. | Vishu Gupta, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal |
| 2021 | HiPC | Asynchronous I/O Strategy for Large-Scale Deep Learning Applications. | Sunwoo Lee, Qiao Kang, Kewei Wang, Jan Balewski, Alex Sim, Ankit Agrawal, Alok N. Choudhary, Peter Nugent, Kesheng Wu, Wei-keng Liao |
| 2021 | ICPRAM | SIGRNN: Synthetic Minority Instances Generation in Imbalanced Datasets using a Recurrent Neural Network. | Reda Al-Bahrani, Dipendra Jha, Qiao Kang, Sunwoo Lee, Zijiang Yang, Wei-Keng Liao, Ankit Agrawal, Alok N. Choudhary |
| 2021 | ICPRAM | Enhancing Phase Mapping for High-throughput X-ray Diffraction Experiments using Fuzzy Clustering. | Dipendra Jha, K. V. L. V. Narayanachari, Ruifeng Zhang, Denis T. Keane, Wei-keng Liao, Alok N. Choudhary, Yip-Wah Chung, Michael J. Bedzyk, Ankit Agrawal |
| 2020 | CCGRID | Predicting Resource Requirement in Intermediate Palomar Transient Factory Workflow. | Qiao Kang, Alex Sim, Peter Nugent, Sunwoo Lee, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary, Kesheng Wu |
| 2020 | ICPR | Heterogeneous Feature Fusion Based Machine Learning on Shallow-Wide and Heterogeneous-Sparse Industrial Datasets. | Zijiang Yang, Tetsushi Watari, Daisuke Ichigozaki, Akita Mitsutoshi, Hiroaki Takahashi, Yoshinori Suga, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal |
| 2020 | SC | Improving all-to-many personalized communication in two-phase I/O. | Qiao Kang, Robert B. Ross, Robert Latham, Sunwoo Lee, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao |
| 2019 | DSAA | Martensite Start Temperature Predictor for Steels Using Ensemble Data Mining. | Ankit Agrawal, Abhinav Saboo, Wei Xiong, Gregory B. Olson, Alok N. Choudhary |
| 2019 | DSAA | A Real-Time Iterative Machine Learning Approach for Temperature Profile Prediction in Additive Manufacturing Processes. | Arindam Paul, Mojtaba Mozaffar, Zijiang Yang, Wei-keng Liao, Alok N. Choudhary, Jian Cao, Ankit Agrawal |
| 2019 | ICDM | Data-Driven Insights from Predictive Analytics on Heterogeneous Experimental Data of Industrial Magnetic Materials. | Zijiang Yang, Tetsushi Watari, Daisuke Ichigozaki, Kei Morohoshi, Yoshinori Suga, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal |
| 2019 | IJCNN | Peak Area Detection Network for Directly Learning Phase Regions from Raw X-ray Diffraction Patterns. | Dipendra Jha, Aaron Gilad Kusne, Reda Al-Bahrani, Nam Nguyen, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal |
| 2019 | IJCNN | Transfer Learning Using Ensemble Neural Networks for Organic Solar Cell Screening. | Arindam Paul, Dipendra Jha, Reda Al-Bahrani, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal |
| 2019 | IJCNN | Deep learning based domain knowledge integration for small datasets: Illustrative applications in materials informatics. | Zijiang Yang, Reda Al-Bahrani, Andrew C. E. Reid, Stefanos Papanikolaou, Surya R. Kalidindi, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal |
| 2019 | KDD | IRNet: A General Purpose Deep Residual Regression Framework for Materials Discovery. | Dipendra Jha, Logan T. Ward, Zijiang Yang, Christopher Wolverton, Ian T. Foster, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal |
| 2018 | HPDC | Towards Autonomic Science Infrastructure: Architecture, Limitations, and Open Issues. | Rajkumar Kettimuthu, Zhengchun Liu, Ian T. Foster, Peter H. Beckman, Alex Sim, Kesheng Wu, Wei-keng Liao, Qiao Kang, Ankit Agrawal, Alok N. Choudhary |
| 2018 | SC | Integration of Burst Buffer in High-level Parallel I/O Library for Exa-scale Computing Era. | Kaiyuan Hou, Reda Al-Bahrani, Esteban Rangel, Ankit Agrawal, Robert Latham, Robert B. Ross, Alok N. Choudhary, Wei-keng Liao |
| 2017 | AAAI | Distinguish Polarity in Bag-of-Words Visualization. | Yusheng Xie, Zhengzhang Chen, Ankit Agrawal, Alok N. Choudhary |
| 2017 | HiPC | Parallel Deep Convolutional Neural Network Training by Exploiting the Overlapping of Computation and Communication. | Sunwoo Lee, Dipendra Jha, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao |
| 2017 | HiPC | Building Halo Merger Trees from the Q Continuum Simulation. | Esteban Rangel, Nicholas Frontiere, Salman Habib, Katrin Heitmann, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary |
| 2017 | ICDM | Analyzing Informal Caregiving Expression in Social Media. | Reda Al-Bahrani, Margaret K. Danilovich, Wei-Keng Liao, Alok N. Choudhary, Ankit Agrawal |
| 2017 | ICDM | A Hybrid Training Algorithm for Recurrent Neural Network Using Particle Swarm Optimization-Based Preprocessing and Temporal Error Aggregation. | Qiao Kang, Wei-Keng Liao, Ankit Agrawal, Alok N. Choudhary |
| 2016 | CIKM | A Fatigue Strength Predictor for Steels Using Ensemble Data Mining: Steel Fatigue Strength Predictor. | Ankit Agrawal, Alok N. Choudhary |
| 2016 | CIKM | A Filtering-based Clustering Algorithm for Improving Spatio-temporal Kriging Interpolation Accuracy. | Qiao Kang, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary |
| 2016 | CLUSTER | Parallel DTFE Surface Density Field Reconstruction. | Esteban Rangel, Nan Li, Salman Habib, Tom Peterka, Ankit Agrawal, Wei-Keng Liao, Alok N. Choudhary |
| 2016 | HiPC | Parallel Implementation of Lossy Data Compression for Temporal Data Sets. | Zheng Yuan, William Hendrix, Seung Woo Son, Christoph Federrath, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary |
| 2016 | ICCS | AGORAS: A Fast Algorithm for Estimating Medoids in Large Datasets. | Esteban Rangel, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary, William Hendrix |
| 2016 | ICDM | Five Year Life Expectancy Calculator for Older Adults. | Ankit Agrawal, Jason Scott Mathias, David Baker, Alok N. Choudhary |
| 2016 | ICDM | A Formation Energy Predictor for Crystalline Materials Using Ensemble Data Mining. | Ankit Agrawal, Bryce Meredig, Chris Wolverton, Alok N. Choudhary |
| 2016 | ICDM | Predicting the Outcome of Startups: Less Failure, More Success. | Amar Krishna, Ankit Agrawal, Alok N. Choudhary |
| 2015 | ACL | Reducing infrequent-token perplexity via variational corpora. | Yusheng Xie, Pranjal Daga, Yu Cheng, Kunpeng Zhang, Ankit Agrawal, Alok N. Choudhary |
| 2015 | CCGRID | Running MAP Inference on Million Node Graphical Models: A High Performance Computing Perspective. | Chen Jin, Qiang Fu, Huahua Wang, William Hendrix, Zhengzhang Chen, Ankit Agrawal, Arindam Banerjee, Alok N. Choudhary |
| 2015 | ICCV | An Exploration of Parameter Redundancy in Deep Networks with Circulant Projections. | Yu Cheng, Felix X. Yu, Rogrio Schmidt Feris, Sanjiv Kumar, Alok N. Choudhary, Shih-Fu Chang |
| 2015 | SDM | Legislative Prediction with Dual Uncertainty Minimization from Heterogeneous Information. | Yu Cheng, Ankit Agrawal, Huan Liu, Alok N. Choudhary |
| 2014 | ACSAC | Spam ain't as diverse as it seems: throttling OSN spam with templates underneath. | Hongyu Gao, Yi Yang, Kai Bu, Yan Chen, Doug Downey, Kathy Lee, Alok N. Choudhary |
| 2014 | CVPR | Temporal Sequence Modeling for Video Event Detection. | Yu Cheng, Quanfu Fan, Sharath Pankanti, Alok N. Choudhary |
| 2014 | ICCCN | Keynote speakers: Big data science and social networks - Accelerating insights and building value. | Alok N. Choudhary, John C. S. Lui, Keith W. Ross |
| 2014 | ICDE | SILVERBACK: Scalable association mining for temporal data in columnar probabilistic databases. | Yusheng Xie, Diana Palsetia, Goce Trajcevski, Ankit Agrawal, Alok N. Choudhary |
| 2014 | ICDM | Social Role Identification via Dual Uncertainty Minimization Regularization. | Yu Cheng, Ankit Agrawal, Alok N. Choudhary, Huan Liu, Tao Zhang |
| 2014 | ICDM | Dual Uncertainty Minimization Regularization and Its Applications on Heterogeneous Data. | Yu Cheng, Alok N. Choudhary, Jun Wang, Sharath Pankanti, Huan Liu |
| 2014 | ICDM | Estimating Online User Location Distribution without GPS Location. | Yusheng Xie, Yu Cheng, Ankit Agrawal, Alok N. Choudhary |
| 2014 | KDD | Enhancing Financial Decision-Making Using Social Behavior Modeling. | Ruoqian Liu, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary |
| 2014 | SC | NUMARCK: Machine Learning Algorithm for Resiliency and Checkpointing. | Zhengzhang Chen, Seung Woo Son, William Hendrix, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary |
| 2014 | SDM | Batch Mode Active Learning with Hierarchical-Structured Embedded Variance. | Yu Cheng, Zhengzhang Chen, Hongliang Fei, Fei Wang, Alok N. Choudhary |
| 2014 | SDM | Memory-efficient Query-driven Community Detection with Application to Complex Disease Associations. | Steve Harenberg, Ramona G. Seay, Stephen Ranshous, Kanchana Padmanabhan, Jitendra K. Harlalka, Eric R. Schendel, Michael P. O'Brien, Rada Chirkova, William Hendrix, Alok N. Choudhary, Vipin Kumar, Murali Doraiswamy, Nagiza F. Samatova |
| 2013 | CIKM | Feedback-driven multiclass active learning for data streams. | Yu Cheng, Zhengzhang Chen, Lu Liu, Jiang Wang, Ankit Agrawal, Alok N. Choudhary |
| 2013 | CIKM | Bootstrapping active name disambiguation with crowdsourcing. | Yu Cheng, Zhengzhang Chen, Jiang Wang, Ankit Agrawal, Alok N. Choudhary |
| 2013 | CIKM | Mining diabetes complication and treatment patterns for clinical decision support. | Lu Liu, Jie Tang, Yu Cheng, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary |
| 2013 | CIKM | Random walk-based graphical sampling in unbalanced heterogeneous bipartite social graphs. | Yusheng Xie, Zhengzhang Chen, Ankit Agrawal, Alok N. Choudhary, Lu Liu |
| 2013 | CLUSTER | Dynamic file striping and data layout transformation on parallel system with fluctuating I/O workload. | Seung Woo Son, Saba Sehrish, Wei-keng Liao, Ron A. Oldfield, Alok N. Choudhary |
| 2013 | IJCAI | Forecast Oriented Classification of Spatio-Temporal Extreme Events. | Zhengzhang Chen, Yusheng Xie, Yu Cheng, Kunpeng Zhang, Ankit Agrawal, Wei-keng Liao, Nagiza F. Samatova, Alok N. Choudhary |
| 2013 | IJCAI | Detecting and Tracking Disease Outbreaks by Mining Social Media Data. | Yusheng Xie, Zhengzhang Chen, Alok N. Choudhary |
| 2013 | KDD | JobMiner: a real-time system for mining job-related patterns from social media. | Yu Cheng, Yusheng Xie, Zhengzhang Chen, Ankit Agrawal, Alok N. Choudhary, Songtao Guo |
| 2013 | KDD | Solving combinatorial optimization problems using relaxed linear programming: a high performance computing perspective. | Chen Jin, Qiang Fu, Huahua Wang, Ankit Agrawal, William Hendrix, Wei-keng Liao, Md. Mostofa Ali Patwary, Arindam Banerjee, Alok N. Choudhary |
| 2013 | KDD | Real-time disease surveillance using Twitter data: demonstration on flu and cancer. | Kathy Lee, Ankit Agrawal, Alok N. Choudhary |
| 2013 | SC | Scalable parallel OPTICS data clustering using graph algorithmic techniques. | Md. Mostofa Ali Patwary, Diana Palsetia, Ankit Agrawal, Wei-keng Liao, Fredrik Manne, Alok N. Choudhary |
| 2013 | SDM | Graphical Modeling of Macro Behavioral Targeting in Social Networks. | Ankit Agrawal, Zhengzhang Chen, Yu Cheng, Alok N. Choudhary, Haotian Liu, Md. Mostofa Ali Patwary, Yusheng Xie, Kunpeng Zhang |
| 2013 | SDM | Automatic Detection and Correction of Multi-class Classification Errors Using System Whole-part Relationships. | Zhengzhang Chen, Alok N. Choudhary, John Jenkins, Vipin Kumar, Anatoli V. Melechko, Jinfeng Rao, Nagiza F. Samatova, Fredrick H. M. Semazzi |
| 2013 | WAW | Fast Algorithms for the Maximum Clique Problem on Massive Sparse Graphs. | Bharath Pattabiraman, Md. Mostofa Ali Patwary, Assefaw Hadish Gebremedhin, Wei-keng Liao, Alok N. Choudhary |
| 2012 | CIKM | On active learning in hierarchical classification. | Yu Cheng, Kunpeng Zhang, Yusheng Xie, Ankit Agrawal, Alok N. Choudhary |
| 2012 | CIKM | Probabilistic macro behavioral targeting. | Yusheng Xie, Yu Cheng, Daniel Honbo, Kunpeng Zhang, Ankit Agrawal, Alok N. Choudhary, Yi Gao, Jiangtao Gou |
| 2012 | DATE | Dynamic Directories: A mechanism for reducing on-chip interconnect power in multicores. | Abhishek Das, Matthew Schuchhardt, Nikos Hardavellas, Gokhan Memik, Alok N. Choudhary |
| 2012 | HiPC | Parallel hierarchical clustering on shared memory platforms. | William Hendrix, Md. Mostofa Ali Patwary, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary |
| 2012 | KDD | CluChunk: clustering large scale user-generated content incorporating chunklet information. | Yu Cheng, Yusheng Xie, Kunpeng Zhang, Ankit Agrawal, Alok N. Choudhary |
| 2012 | KDD | VOXSUP: a social engagement framework. | Yusheng Xie, Daniel Honbo, Alok N. Choudhary, Kunpeng Zhang, Yu Cheng, Ankit Agrawal |
| 2012 | NDSS | Towards Online Spam Filtering in Social Networks. | Hongyu Gao, Yan Chen, Kathy Lee, Diana Palsetia, Alok N. Choudhary |
| 2012 | SIGIR | Sentiment identification by incorporating syntax, semantics and context information. | Kunpeng Zhang, Yusheng Xie, Yu Cheng, Daniel Honbo, Doug Downey, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary |
| 2012 | SC | IOPin: Runtime Profiling of Parallel I/O in HPC Systems. | Seong Jo Kim, Seung Woo Son, Wei-keng Liao, Mahmut T. Kandemir, Rajeev Thakur, Alok N. Choudhary |
| 2012 | SC | A new scalable parallel DBSCAN algorithm using the disjoint-set data structure. | Md. Mostofa Ali Patwary, Diana Palsetia, Ankit Agrawal, Wei-keng Liao, Fredrik Manne, Alok N. Choudhary |
| 2011 | CCS | Poster: online spam filtering in social networks. | Hongyu Gao, Yan Chen, Kathy Lee, Diana Palsetia, Alok N. Choudhary |
| 2011 | EuroPar | Lessons Learned from Exploring the Backtracking Paradigm on the GPU. | John Jenkins, Isha Arkatkar, John D. Owens, Alok N. Choudhary, Nagiza F. Samatova |
| 2011 | HiPC | Supporting computational data model representation with high-performance I/O in parallel netCDF. | Kui Gao, Chen Jin, Alok N. Choudhary, Wei-keng Liao |
| 2011 | ICDM | Identifying HotSpots in Lung Cancer Data Using Association Rule Mining. | Ankit Agrawal, Alok N. Choudhary |
| 2011 | ICDM | Learning to Group Web Text Incorporating Prior Information. | Yu Cheng, Kunpeng Zhang, Yusheng Xie, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary |
| 2011 | ICDM | Community Dynamics and Analysis of Decadal Trends in Climate Data. | William Hendrix, Isaac K. Tetteh, Ankit Agrawal, Fredrick H. M. Semazzi, Wei-keng Liao, Alok N. Choudhary |
| 2011 | ICDM | Twitter Trending Topic Classification. | Kathy Lee, Diana Palsetia, Ramanathan Narayanan, Md. Mostofa Ali Patwary, Ankit Agrawal, Alok N. Choudhary |
| 2011 | ICDM | Poll: A Citation Text Based System for Identifying High-Impact Contributions of an Article. | Lalith Polepeddi, Ankit Agrawal, Alok N. Choudhary |
| 2011 | ICDM | SES: Sentiment Elicitation System for Social Media Data. | Kunpeng Zhang, Yu Cheng, Yusheng Xie, Daniel Honbo, Ankit Agrawal, Diana Palsetia, Kathy Lee, Wei-keng Liao, Alok N. Choudhary |
| 2011 | IJCAI | Classification of Emerging Extreme Event Tracks in Multivariate Spatio-Temporal Physical Systems Using Dynamic Network Structures: Application to Hurricane Track Prediction. | Huseyin Sencan, Zhengzhang Chen, William Hendrix, Tatdow Pansombut, Fredrick H. M. Semazzi, Alok N. Choudhary, Vipin Kumar, Anatoli V. Melechko, Nagiza F. Samatova |
| 2011 | KDD | A lung cancer outcome calculator using ensemble data mining on SEER data. | Ankit Agrawal, Sanchit Misra, Ramanathan Narayanan, Lalith Polepeddi, Alok N. Choudhary |
| 2010 | DAC | Quantifying and coping with parametric variations in 3D-stacked microarchitectures. | Serkan Ozdemir, Yan Pan, Abhishek Das, Gokhan Memik, Gabriel H. Loh, Alok N. Choudhary |
| 2010 | DATE | Detecting/preventing information leakage on the memory bus due to malicious hardware. | Abhishek Das, Gokhan Memik, Joseph Zambreno, Alok N. Choudhary |
| 2010 | HPDC | MPIPairwiseStatSig: parallel pairwise statistical significance estimation of local sequence alignment. | Ankit Agrawal, Sanchit Misra, Daniel Honbo, Alok N. Choudhary |
| 2010 | HPDC | Cashing in on hints for better prefetching and caching in PVFS and MPI-IO. | Christina M. Patrick, Mahmut T. Kandemir, Mustafa Karaky, Seung Woo Son, Alok N. Choudhary |
| 2010 | ICASSP | A nonnegative sparsity induced similarity measure with application to cluster analysis of spam images. | Yan Gao, Alok N. Choudhary, Gang Hua |
| 2010 | MDM | Sensing, Triggers and Mobile (Meta)Data. | Goce Trajcevski, Alok N. Choudhary, Peter Scheuermann |
| 2010 | MDM | Uncertain Range Queries for Necklaces. | Goce Trajcevski, Alok N. Choudhary, Ouri Wolfson, Li Ye, Gang Li |
| 2010 | SAC | FANGS: high speed sequence mapping for next generation sequencers. | Sanchit Misra, Ramanathan Narayanan, Simon Lin, Alok N. Choudhary |
| 2009 | ADMA | Semi Supervised Image Spam Hunter: A Regularized Discriminant EM Approach. | Yan Gao, Ming Yang, Alok N. Choudhary |
| 2009 | CLUSTER | Combining I/O operations for multiple array variables in parallel netCDF. | Kui Gao, Wei-keng Liao, Alok N. Choudhary, Robert B. Ross, Robert Latham |
| 2009 | EMNLP | Sentiment Analysis of Conditional Sentences. | Ramanathan Narayanan, Bing Liu, Alok N. Choudhary |
| 2009 | HiPC | Detailed analysis of I/O traces for large scale applications. | Nithin Nakka, Alok N. Choudhary, Wei-keng Liao, Lee Ward, Ruth Klundt, Marlow I. Weston |
| 2009 | ICPP | Using Subfiling to Improve Programming Flexibility and Performance of Parallel Shared-file I/O. | Kui Gao, Wei-keng Liao, Arifa Nisar, Alok N. Choudhary, Robert B. Ross, Robert Latham |
| 2009 | ISCA | Firefly: illuminating future network-on-chip with nanophotonics. | Yan Pan, Prabhat Kumar, John Kim, Gokhan Memik, Yu Zhang, Alok N. Choudhary |
| 2009 | ISPASS | Analyzing the impact of on-chip network traffic on program phases for CMPs. | Yu Zhang, Berkin zisikyilmaz, Gokhan Memik, John Kim, Alok N. Choudhary |
| 2009 | ISVC | Active Learning Image Spam Hunter. | Yan Gao, Alok N. Choudhary |
| 2009 | PAKDD | Mining Protein Interactions from Text Using Convolution Kernels. | Ramanathan Narayanan, Sanchit Misra, Simon Lin, Alok N. Choudhary |
| 2009 | SDM | High Performance Parallel/Distributed Biclustering Using Barycenter Heuristic. | Arifa Nisar, Waseem Ahmad, Wei-keng Liao, Alok N. Choudhary |
| 2008 | DAC | Efficient system design space exploration using machine learning techniques. | Berkin zisikyilmaz, Gokhan Memik, Alok N. Choudhary |
| 2008 | DATE | Operating System Controlled Processor-Memory Bus Encryption. | Xi Chen, Robert P. Dick, Alok N. Choudhary |
| 2008 | DATE | An Efficient FPGA Implementation of Principle Component Analysis based Network Intrusion Detection System. | Abhishek Das, Sanchit Misra, Sumeet Joshi, Joseph Zambreno, Gokhan Memik, Alok N. Choudhary |
| 2008 | ICASSP | Image spam hunter. | Yan Gao, Ming Yang, Xiaonan Zhao, Bryan Pardo, Ying Wu, Thrasyvoulos N. Pappas, Alok N. Choudhary |
| 2008 | ICCAD | Temperature-aware test scheduling for multiprocessor systems-on-chip. | David R. Bild, Sanchit Misra, Thidapat Chantem, Prabhat Kumar, Robert P. Dick, Xiaobo Sharon Hu, Li Shang, Alok N. Choudhary |
| 2008 | ICPADS | AHPIOS: An MPI-Based Ad Hoc Parallel I/O System. | Florin Isaila, Javier Garca Blas, Jess Carretero, Wei-keng Liao, Alok N. Choudhary |
| 2008 | ICPP | Machine Learning Models to Predict Performance of Computer System Design Alternatives. | Berkin zisikyilmaz, Gokhan Memik, Alok N. Choudhary |
| 2008 | ISCA | Learning and Leveraging the Relationship between Architecture-Level Measurements and Individual User Satisfaction. | Alex Shye, Berkin zisikyilmaz, Arindam Mallik, Gokhan Memik, Peter A. Dinda, Robert P. Dick, Alok N. Choudhary |
| 2008 | MICRO | Evaluating the effects of cache redundancy on profit. | Abhishek Das, Berkin zisikyilmaz, Serkan Ozdemir, Gokhan Memik, Joseph Zambreno, Alok N. Choudhary |
| 2008 | SC | Dynamically adapting file domain partitioning methods for collective I/O based on underlying parallel file system locking protocols. | Wei-keng Liao, Alok N. Choudhary |
| 2008 | SC | Scaling parallel I/O performance through I/O delegate and caching system. | Arifa Nisar, Wei-keng Liao, Alok N. Choudhary |
| 2007 | DATE | Interactive presentation: An FPGA implementation of decision tree classification. | Ramanathan Narayanan, Daniel Honbo, Gokhan Memik, Alok N. Choudhary, Joseph Zambreno |
| 2007 | ICCD | Evaluating voltage islands in CMPs under process variations. | Abhishek Das, Serkan Ozdemir, Gokhan Memik, Alok N. Choudhary |
| 2007 | ICCS | Quantization Error and Accuracy-Performance Tradeoffs for Embedded Data Mining Workloads. | Ramanathan Narayanan, Berkin zisikyilmaz, Gokhan Memik, Alok N. Choudhary, Joseph Zambreno |
| 2007 | SC | Noncontiguous locking techniques for parallel file systems. | Avery Ching, Wei-keng Liao, Alok N. Choudhary, Robert B. Ross, Lee Ward |
| 2007 | SC | Using MPI file caching to improve parallel write performance for large-scale scientific applications. | Wei-keng Liao, Avery Ching, Kenin Coloma, Arifa Nisar, Alok N. Choudhary, Jacqueline Chen, Ramanan Sankaran, Scott Klasky |
| 2006 | CCGRID | Scalable Approaches for Supporting MPI-IO Atomicity. | Peter M. Aarestad, Avery Ching, George K. Thiruvathukal, Alok N. Choudhary |
| 2006 | CLUSTER | A New Flexible MPI Collective I/O Implementation. | Kenin Coloma, Avery Ching, Alok N. Choudhary, Wei-keng Liao, Robert B. Ross, Rajeev Thakur, Lee Ward |
| 2006 | FPGA | A reconfigurable architecture for network intrusion detection using principal component analysis. | David T. Nguyen, Gokhan Memik, Alok N. Choudhary |
| 2006 | HPDC | Exploring I/O Strategies for Parallel Sequence-Search Tools with S3aSim. | Avery Ching, Wu-chun Feng, Heshan Lin, Xiaosong Ma, Alok N. Choudhary |
| 2006 | SDM | Mining Frequent Patterns by Differential Refinement of Clustered Bitmaps. | Jianwei Li, Alok N. Choudhary, Nan Jiang, Wei-keng Liao |
| 2005 | FCCM | Exploiting Multi-Grained Parallelism in Reconfigurable SBC Architectures. | Joseph Zambreno, Daniel Honbo, Alok N. Choudhary |
| 2005 | FPL | Real-Time Feature Extraction for High Speed Networks. | David Nguyen, Gokhan Memik, Seda Ogrenci Memik, Alok N. Choudhary |
| 2005 | HPDC | Collective caching: application-aware client-side file caching. | Wei-keng Liao, Kenin Coloma, Alok N. Choudhary, Lee Ward, Eric Russell, Sonja Tideman |
| 2005 | IDEAS | Design and Evaluation of Database Layouts for MEMS-Based Storage Systems. | Jayaprakash Pisharath, Wei-keng Liao, Alok N. Choudhary |
| 2005 | ISI | CODESSEAL: Compiler/FPGA Approach to Secure Applications. | Olga Gelbart, Paul Ott, Bhagirath Narahari, Rahul Simha, Alok N. Choudhary, Joseph Zambreno |
| 2005 | ISI | Performance Study of a Compiler/Hardware Approach to Embedded Systems Security. | Kripashankar Mohan, Bhagirath Narahari, Rahul Simha, Paul Ott, Alok N. Choudhary, Joseph Zambreno |
| 2005 | PAKDD | A Two-Phase Algorithm for Fast Discovery of High Utility Itemsets. | Ying Liu, Wei-keng Liao, Alok N. Choudhary |
| 2005 | PDPTA | Impact of Interconnect Protocols and Device-Level Performance on Distributed Active Storage Architectures. | Steve C. Chiu, Alok N. Choudhary |
| 2005 | PPoPP | Exposing disk layout to compiler for reducing energy consumption of parallel disk based systems. | Seung Woo Son, Guangyu Chen, Mahmut T. Kandemir, Alok N. Choudhary |
| 2004 | CASES | Reducing energy consumption of queries in memory-resident database systems. | Jayaprakash Pisharath, Alok N. Choudhary, Mahmut T. Kandemir |
| 2004 | CIKM | Energy management schemes for memory-resident database systems. | Jayaprakash Pisharath, Alok N. Choudhary, Mahmut T. Kandemir |
| 2004 | DATE | Data Windows: A Data-Centric Approach for Query Execution in Memory-Resident Databases. | Jayaprakash Pisharath, Alok N. Choudhary, Mahmut T. Kandemir |
| 2004 | DATE | Flexible Software Protection Using Hardware/Software Codesign Techniques. | Joseph Zambreno, Alok N. Choudhary, Rahul Simha, Bhagirath Narahari |
| 2004 | FPGA | Addressing application integrity attacks using a reconfigurable architecture. | Joseph Zambreno, Rahul Simha, Alok N. Choudhary |
| 2004 | FPL | Exploring Area/Delay Tradeoffs in an AES FPGA Implementation. | Joseph Zambreno, David Nguyen, Alok N. Choudhary |
| 2004 | IDEAS | A Window-Based Approach to Retrieving Memory-Resident Data for Query Execution. | Jayaprakash Pisharath, Alok N. Choudhary, Mahmut T. Kandemir |
| 2003 | CCGRID | Noncontiguous I/O Accesses Through MPI-IO. | Avery Ching, Alok N. Choudhary, Kenin Coloma, Wei-keng Liao, Robert B. Ross, William Gropp |
| 2003 | CLUSTER | Efficient Structured Data Access in Parallel File Systems. | Avery Ching, Alok N. Choudhary, Wei-keng Liao, Robert B. Ross, William D. Gropp |
| 2003 | DATE | An Integrated Approach for Improving Cache Behavior. | Gokhan Memik, Mahmut T. Kandemir, Alok N. Choudhary, Ismail Kadayif |
| 2003 | EuroPar | Exploiting On-Chip Data Transfers for Improving Performance of Chip-Scale Multiprocessors. | Guangyu Chen, Mahmut T. Kandemir, Alok N. Choudhary, Ibrahim Kolcu |
| 2003 | EuroPar | An Energy-Oriented Evaluation of Communication Optimizations for Microcensor Networks. | Ismail Kadayif, Mahmut T. Kandemir, Alok N. Choudhary, Mustafa Karaky |
| 2003 | ICCS | Design and Evaluation of Distributed Smart Disk Architecture for I/O-Intensive Workloads. | Steve C. Chiu, Wei-keng Liao, Alok N. Choudhary |
| 2003 | ICPP | Scalable Implementations of MPI Atomicity for Concurrent Overlapping I/O. | Wei-keng Liao, Alok N. Choudhary, Kenin Coloma, George K. Thiruvathukal, Lee Ward, Eric Russell, Neil Pundit |
| 2003 | SC | Parallel netCDF: A High-Performance Scientific I/O Interface. | Jianwei Li, Wei-keng Liao, Alok N. Choudhary, Robert B. Ross, Rajeev Thakur, William Gropp, Robert Latham, Andrew R. Siegel, Brad Gallagher, Michael Zingale |
| 2003 | RTAS | Evaluation of Application-aware Heterogeneous Embedded Systems for Performance and Energy Consumption. | Jayaprakash Pisharath, Nan Jiang, Alok N. Choudhary |
| 2002 | CASES | PACT HDL: a C compiler targeting ASICs and FPGAs with power and performance optimizations. | Alex K. Jones, Debabrata Bagchi, Satrajit Pal, Xiaoyong Tang, Alok N. Choudhary, Prithviraj Banerjee |
| 2002 | CASES | Optimizing inter-nest data locality. | Mahmut T. Kandemir, Ismail Kadayif, Alok N. Choudhary, Joseph Zambreno |
| 2002 | CASES | An integrated approach to reducing power dissipation in memory hierarchies. | Jayaprakash Pisharath, Alok N. Choudhary |
| 2002 | CCGRID | MS-I/O: A Distributed Multi-Storage I/O System. | Xiaohui Shen, Alok N. Choudhary |
| 2002 | CLUSTER | Noncontiguous I/O through PVFS. | Avery Ching, Alok N. Choudhary, Wei-keng Liao, Robert B. Ross, William Gropp |
| 2002 | CLUSTER | I/O Analysis and Optimization for an AMR Cosmology Application. | Jianwei Li, Wei-keng Liao, Alok N. Choudhary, Valerie E. Taylor |
| 2002 | DAC | Compiler-directed scratch pad memory hierarchy design and management. | Mahmut T. Kandemir, Alok N. Choudhary |
| 2002 | DAC | Exploiting shared scratch pad memory space in embedded multiprocessor systems. | Mahmut T. Kandemir, J. Ramanujam, Alok N. Choudhary |
| 2002 | DATE | Accurate Area and Delay Estimators for FPGAs. | Anshuman Nayak, Malay Haldar, Alok N. Choudhary, Prithviraj Banerjee |
| 2002 | EMSOFT | Enhancing Compiler Techniques for Memory Energy Optimizations. | Joseph Zambreno, Mahmut T. Kandemir, Alok N. Choudhary |
| 2002 | FAST | Exploiting Inter-File Access Patterns Using Multi-Collective I/O. | Gokhan Memik, Mahmut T. Kandemir, Alok N. Choudhary |
| 2002 | MICRO | Power protocol: reducing power dissipation on off-chip data buses. | K. Basu, Alok N. Choudhary, Jayaprakash Pisharath, Mahmut T. Kandemir |
| 2002 | VLSID | Strategies for Improving Data Locality in Embedded Applications. | N. E. Crosbie, Mahmut T. Kandemir, Ibrahim Kolcu, J. Ramanujam, Alok N. Choudhary |
| 2001 | ASPDAC | Automated synthesis of pipelined designs on FPGAs for signal and image processing applications described in MATLAB. | Malay Haldar, Anshuman Nayak, Alok N. Choudhary, Prithviraj Banerjee |
| 2001 | DATE | Precision and error analysis of MATLAB applications during automated hardware synthesis for FPGAs. | Anshuman Nayak, Malay Haldar, Alok N. Choudhary, Prithviraj Banerjee |
| 2001 | FCCM | Parallelization of MATLAB Applications for a Multi-FPGA System. | Anshuman Nayak, Malay Haldar, Alok N. Choudhary, Prith Banerjee |
| 2001 | HPCA | JETTY: Filtering Snoops for Reduced Energy Consumption in SMP Servers. | Andreas Moshovos, Gokhan Memik, Babak Falsafi, Alok N. Choudhary |
| 2001 | ICCAD | A System for Synthesizing Optimized FPGA Hardware from MATLAB. | Malay Haldar, Anshuman Nayak, Alok N. Choudhary, Prithviraj Banerjee |
| 2001 | ICPP | DPFS: A Distributed Parallel File System. | Xiaohui Shen, Alok N. Choudhary |
| 2001 | IDEAS | An Integrated Graphical User Interface for High Performance Distributed Computing. | Xiaohui Shen, Wei-keng Liao, Alok N. Choudhary |
| 2001 | VLSID | Fpga Hardware Synthesis From Matlab. | Malay Haldar, Anshuman Nayak, Alok N. Choudhary, Prithviraj Banerjee, U. Nagaraj Shenoy |
| 2001 | VLSID | Efficient Synthesis of Array Intensive Computations onto FPGA Based Accelerators. | U. Nagaraj Shenoy, Prithviraj Banerjee, Alok N. Choudhary, Mahmut T. Kandemir |
| 2001 | SDM | Adaptive Grids for Clustering Massive Data Sets. | Harsha S. Nagesh, Sanjay Goil, Alok N. Choudhary |
| 2000 | CASES | Scheduling algorithms for automated synthesis of pipelined designs on FPGAs for applications described in MATLAB. | Malay Haldar, Anshuman Nayak, Alok N. Choudhary, Prithviraj Banerjee |
| 2000 | DATE | A System-Level Synthesis Algorithm with Guaranteed Solution Quality. | U. Nagaraj Shenoy, Prithviraj Banerjee, Alok N. Choudhary |
| 2000 | EuroPar | Design and Evaluation of a Compiler-Directed Collective I/O Technique. | Gokhan Memik, Mahmut T. Kandemir, Alok N. Choudhary |
| 2000 | EuroPar | Scheduling Queries for Tape-Resident Data. | Sachin More, Alok N. Choudhary |
| 2000 | FCCM | A MATLAB Compiler for Distributed, Heterogeneous, Reconfigurable Computing Systems. | Prithviraj Banerjee, U. Nagaraj Shenoy, Alok N. Choudhary, Scott Hauck, C. Bachmann, Malay Haldar, Pramod G. Joisha, Alex K. Jones, Abhay Kanhere, Anshuman Nayak, S. Periyacheri, M. Walkden, David Zaretsky |
| 2000 | HiPC | Meta-data Management System for High-Performance Large-Scale Scientific Data Access. | Wei-keng Liao, Xiaohui Shen, Alok N. Choudhary |
| 2000 | HPDC | A Distributed Multi-Storage Resource Architecture and I/O Performance Prediction for Scientific Computing. | Xiaohui Shen, Alok N. Choudhary |
| 2000 | ICPP | Match Virtual Machine: An Adaptive Runtime System to Execute MATLAB in Parallel. | Malay Haldar, Anshuman Nayak, Abhay Kanhere, Pramod G. Joisha, U. Nagaraj Shenoy, Alok N. Choudhary, Prithviraj Banerjee |
| 2000 | ICPP | Design and Evaluation of Smart Disk Architecture for DSS Commercial Workloads. | Gokhan Memik, Mahmut T. Kandemir, Alok N. Choudhary |
| 2000 | ICPP | A Scalable Parallel Subspace Clustering Algorithm for Massive Data Sets. | Harsha S. Nagesh, Sanjay Goil, Alok N. Choudhary |
| 2000 | ICS | A novel application development environment for large-scale scientific computations. | Xiaohui Shen, Wei-keng Liao, Alok N. Choudhary, Gokhan Memik, Mahmut T. Kandemir, Sachin More, George K. Thiruvathukal, Arti Singh |
| 2000 | SC | Integrating Parallel File I/O and Database Support for High-Performance Scientific Data Management. | Jaechun No, Rajeev Thakur, Alok N. Choudhary |
| 1999 | CATA | Hierarchical scheduling for disk I/O in an integrated environment. | Jess Carretero, Weiyu Zhu, Alok N. Choudhary |
| 1999 | EuroPar | I/O-Conscious Tiling for Disk-Resident Data Sets. | Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam |
| 1999 | HiPC | I/O Implementation and Evaluation of Parallel Pipelined STAP on High Performance Computers. | Wei-keng Liao, Alok N. Choudhary, Donald D. Weiner, Pramod K. Varshney |
| 1999 | HPDC | Data Management for Large-Scale Scientific Computations in High Performance Distributed Systems. | Alok N. Choudhary, Mahmut T. Kandemir, Harsha S. Nagesh, Jaechun No, Xiaohui Shen, Valerie E. Taylor, Sachin More, Rajeev Thakur |
| 1999 | ICPP | Compiler Optimizations for I/O-Intensive Computations. | Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam |
| 1999 | ICPP | A Framework for Interprocedural Locality Optimization Using Both Loop and Data Layout Transformations. | Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, Prithviraj Banerjee |
| 1999 | ICS | An integer linear programming approach for optimizing cache locality. | Mahmut T. Kandemir, Prithviraj Banerjee, Alok N. Choudhary, J. Ramanujam, Eduard Ayguad |
| 1999 | IDEAS | A Parallel Scalable Infrastructure for OLAP and Data Mining. | Sanjay Goil, Alok N. Choudhary |
| 1999 | KDD | Efficient Parallel Classification Using Dimensional Aggregates. | Sanjay Goil, Alok N. Choudhary |
| 1999 | SSDBM | An Infrastructure for Scalable Parallel Multidimensional Analysis. | Sanjay Goil, Alok N. Choudhary |
| 1998 | DOLAP | High Performance Multidimensional Analysis of Large Datasets. | Sanjay Goil, Alok N. Choudhary |
| 1998 | EuroPar | Enhancing Spatial Locality via Data Layout Optimizations. | Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, U. Nagaraj Shenoy, Prithviraj Banerjee |
| 1998 | HiPC | Extended collective I/O for efficient retrieval of large objects. | Sachin More, Alok N. Choudhary |
| 1998 | ICPP | Performance Implications of Architectural and Software Techniques on I/O-Intensive Applications. | Meenakshi A. Kandaswamy, Mahmut T. Kandemir, Alok N. Choudhary, David E. Bernholdt |
| 1998 | ICPP | Minimizing Data and Synchronization Costs in One-Way Communication. | Mahmut T. Kandemir, U. Nagaraj Shenoy, Prithviraj Banerjee, J. Ramanujam, Alok N. Choudhary |
| 1998 | ICS | An Efficient Uniform Run-time Scheme for Mixed Regular-irregular Applications. | Dhruva R. Chakrabarti, U. Nagaraj Shenoy, Alok N. Choudhary, Prithviraj Banerjee |
| 1998 | ICS | A Hyperplane Based Approach for Optimizing Spatial Locality in Loop Nests. | Mahmut T. Kandemir, Alok N. Choudhary, U. Nagaraj Shenoy, Prithviraj Banerjee, J. Ramanujam |
| 1998 | MICRO | Improving Locality Using Loop and Data Transformations in an Integrated Framework. | Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, Prithviraj Banerjee |
| 1998 | SC | High Performance Multidimensional Analysis and Data Mining. | Sanjay Goil, Alok N. Choudhary |
| 1997 | EuroPar | Optimization of Out-of-Core Computations Using Chain Vectors. | Mahmut T. Kandemir, J. Ramanujam, Alok N. Choudhary |
| 1997 | HiPC | Parallel real-time systems: formal specification. | Alok N. Choudhary, Vijay Gehlot, Bhagirath Narahari |
| 1997 | HiPC | Parallel data cube construction for high performance on-line analytical processing. | Sanjay Goil, Alok N. Choudhary |
| 1997 | HiPC | Global I/O optimizations for out-of-core computations. | Mahmut T. Kandemir, Meenakshi A. Kandaswamy, Alok N. Choudhary |
| 1997 | ICCCN | Time dependent priority scheduling for guaranteed QoS systems. | Shailender Chaudhry, Alok N. Choudhary |
| 1997 | ICPP | Improving the Performance of Out-of-Core Computations. | Mahmut T. Kandemir, J. Ramanujam, Alok N. Choudhary |
| 1997 | ICS | A Compiler Algorithm for Optimizing Locality in Loop Nests. | Mahmut T. Kandemir, J. Ramanujam, Alok N. Choudhary |
| 1997 | SC | Optimization and Evaluation of Hartree-Fock Application's I/O with PASSION. | Meenakshi A. Kandaswamy, Mahmut T. Kandemir, Alok N. Choudhary, David E. Bernholdt |
| 1996 | EuroPar | A Framework for Integrated Communication and I/O Placement. | Rajesh Bordawekar, Alok N. Choudhary, J. Ramanujam |
| 1996 | EuroPar | Scalable Software Latency Hiding Schemes: Evaluation of the Poststore and Prefetch Options. | Chaitanya Tumuluri, Alok N. Choudhary |
| 1996 | HiPC | Communicating data-parallel tasks: an MPI library for HPF. | Ian T. Foster, David R. Kohr Jr., Rakesh Krishnaiyer, Alok N. Choudhary |
| 1996 | HiPC | Techniques for increasing the stream capacity of a multimedia server. | Divyesh Jadav, Alok N. Choudhary |
| 1996 | ICS | Automatic Optimization of Communication in Compiling Out-of-Core Stencil Codes. | Rajesh Bordawekar, Alok N. Choudhary, J. Ramanujam |
| 1996 | SC | Double Standards: Bringing Task Parallelism to HPF Via the Message Passing Interface. | Ian T. Foster, David R. Kohr Jr., Rakesh Krishnaiyer, Alok N. Choudhary |
| 1995 | ICNP | On guaranteed bandwidth channels. | Shailender Chaudhry, Mohammed Raziuddin, Alok N. Choudhary |
| 1995 | ICS | Communication Strategies for Out-of-Core Programs on Distributed Memory Machines. | Rajesh Bordawekar, Alok N. Choudhary |
| 1995 | PPoPP | A Model and Compilation Strategy for Out-of-Core Data Parallel Programs. | Rajesh Bordawekar, Alok N. Choudhary, Ken Kennedy, Charles Koelbel, Michael H. Paleczny |
| 1995 | SIGMETRICS | A Prefetching Prototype for the Parallel File System on the Paragon. | Meenakshi Arunachalam, Alok N. Choudhary, Brad Rullman |
| 1994 | ICS | Compiler and runtime support for out-of-core HPF programs. | Rajeev Thakur, Rajesh Bordawekar, Alok N. Choudhary |
| 1994 | MASCOTS | Complete Exchange on a Wormhole Routed Mesh. | Rajeev Thakur, Alok N. Choudhary, Geoffrey C. Fox |
| 1993 | ICS | An Experimental Performance Evaluation of Touchstone Delta Concurrent File System. | Rajesh Bordawekar, Alok N. Choudhary, Juan Miguel del Rosario |
| 1993 | ICS | Graph Contraction for Physical Optimization Methods: A Quality-Cost Tradeoff for Mapping Data on Parallel Computers. | Nashat Mansour, Ravi Ponnusamy, Alok N. Choudhary, Geoffrey C. Fox |
| 1993 | SC | Design and Evaluation of primitives for Parallel I/O. | Rajesh Bordawekar, Juan Miguel del Rosario, Alok N. Choudhary |
| 1993 | SC | Fortran 90D/HPF compiler for distributed memory MIMD computers: design, implementation, and performance results. | Zeki Bozkus, Alok N. Choudhary, Geoffrey C. Fox, Tomasz Haupt, Sanjay Ranka |
| 1993 | SC | High performance Fortran: implementor and users workshop. | Alok N. Choudhary, Charles Koelbel, Mary Zosel |
| 1993 | SC | Common runtime support for high-performance parallel languages. | Geoffrey C. Fox, Sanjay Ranka, Michael L. Scott, Allen D. Malony, James C. Browne, Marina C. Chen, Alok N. Choudhary, Thomas E. Cheatham, Janice E. Cuny, Rudolf Eigenmann, Amr F. Fahmy, Ian T. Foster, Dennis Gannon, Tomasz Haupt, Carl Kesselman, Charles Koelbel, Wei Li, Monica S. Lam, Thomas J. LeBlanc, Jim Openshaw, David A. Padua, Constantine D. Polychronopoulos, Joel H. Saltz, Alan Sussman, Gil Weigand, Katherine A. Yelick |
| 1993 | SC | Runtime compilation techniques for data partitioning and communication schedule reuse. | Ravi Ponnusamy, Joel H. Saltz, Alok N. Choudhary |
| 1992 | SC | Scheduling Regular and Irregular Communication Patterns on the CM-5. | Ravi Ponnusamy, Rajeev Thakur, Alok N. Choudhary, Geoffrey C. Fox |
| 1991 | CVPR | Shared memory multiprocessor implementation and evaluation of Hough transform algorithm. | Alok N. Choudhary, Ravi Ponnusamy |
| 1991 | ICS | Mesh and pyramid algorithms for iconic indexing. | Alok N. Choudhary, Sanjay Ranka |
| 1990 | ICDE | Cost of Distributed Deadlock Detection: A Performance Study. | Alok N. Choudhary |
| 1990 | ICPP | Performance Evaluation of Clusters of NETRA: An Architecture for Computer Vision Systems. | Alok N. Choudhary, Janak H. Patel |
| 1990 | ICPR | A reconfigurable and hierarchical parallel processing architecture: performance results for stereo vision. | Alok N. Choudhary, Subhodev Das, Narendra Ahuja, Janak H. Patel |
| 1990 | ICPR | Parallel implementation and evaluation of motion estimation system algorithms on a distributed memory multiprocessor using knowledge based mappings. | Alok N. Choudhary, Mun K. Leung, Thomas S. Huang, Janak H. Patel |
| 1990 | LCN | Optical switching and routing architectures for fiber-optic computer communication networks. | Alok N. Choudhary, Salim Hariri, Wang Song, Partha Banerjee, Sanjay Ranka |
| 1989 | SC | Load balancing and task decomposition techniques for parallel implementation of integrated vision systems algorithms. | Alok N. Choudhary, Janak H. Patel |
| 1988 | ICPP | A Parallel Processing Architecture for an Integrated Vision System. | Alok N. Choudhary, Janak H. Patel |
| 1987 | ICDCS | A Priority Based Probe Algorithm for Distributed Deadlock Detection and Resolution. | Alok N. Choudhary, Walter H. Kohler, John A. Stankovic, Donald F. Towsley |