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Conference paper
Sriram Lakshminarasimhan, Neil Shah, Stéphane Ethier, Seung-Hoe Ku, Choong-Seock Chang, Scott Klasky, Robert Latham, Robert B. Ross, Nagiza F. Samatova.
ISABELA for effective in situ compression of scientific data.
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Concurrency and Computation: Practice and Experience 2013, Volume 25 |
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2013 |
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Conference paper
Jaya Kawale, Stefan Liess, Arjun Kumar, Michael Steinbach, Peter K. Snyder, Vipin Kumar, Auroop R. Ganguly, Nagiza F. Samatova, Fredrick H. M. Semazzi.
A graph-based approach to find teleconnections in climate data.
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Statistical Analysis and Data Mining 2013, Volume 6 |
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2013 |
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Conference paper
Sriram Lakshminarasimhan, David A. Boyuka II, Saurabh V. Pendse, Xiaocheng Zou, John Jenkins, Venkatram Vishwanath, Michael E. Papka, Nagiza F. Samatova.
Scalable in situ scientific data encoding for analytical query processing.
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The 22nd International Symposium on High-Performance Parallel and Distributed Computing, HPDC'13, New York, NY, USA - June 17 - 21, 2013 2013 |
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2013 |
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Conference paper
Eric R. Schendel, Saurabh V. Pendse, John Jenkins, David A. Boyuka II, Zhenhuan Gong, Sriram Lakshminarasimhan, Qing Liu, Hemanth Kolla, Jackie Chen, Scott Klasky, Robert B. Ross, Nagiza F. Samatova.
ISOBAR hybrid compression-I/O interleaving for large-scale parallel I/O optimization.
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The 21st International Symposium on High-Performance Parallel and Distributed Computing, HPDC'12, Delft, Netherlands - June 18 - 22, 2012 2012 |
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2012 |
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Conference paper
Matthew C. Schmidt, Andrea M. Rocha, Kanchana Padmanabhan, Yekaterina Shpanskaya, Jillian F. Banfield, Kathleen Scott, James R. Mihelcic, Nagiza F. Samatova.
NIBBS-Search for Fast and Accurate Prediction of Phenotype-Biased Metabolic Systems.
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PLoS Computational Biology 2012, Volume 8 |
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2012 |
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Journal article
Zhengzhang Chen, William Hendrix, Nagiza F. Samatova.
Community-based anomaly detection in evolutionary networks.
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J. Intell. Inf. Syst. 2012, Volume 39 |
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2012 |
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Conference paper
Eric R. Schendel, Ye Jin, Neil Shah, Jackie Chen, Choong-Seock Chang, Seung-Hoe Ku, Stéphane Ethier, Scott Klasky, Robert Latham, Robert B. Ross, Nagiza F. Samatova.
ISOBAR Preconditioner for Effective and High-throughput Lossless Data Compression.
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IEEE 28th International Conference on Data Engineering (ICDE 2012), Washington, DC, USA (Arlington, Virginia), 1-5 April, 2012 2012 |
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2012 |
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Conference paper
John Jenkins, Isha Arkatkar, Sriram Lakshminarasimhan, Neil Shah, Eric R. Schendel, Stéphane Ethier, Choong-Seock Chang, Jacqueline Chen, Hemanth Kolla, Scott Klasky, Robert B. Ross, Nagiza F. Samatova.
Analytics-Driven Lossless Data Compression for Rapid In-situ Indexing, Storing, and Querying.
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Database and Expert Systems Applications - 23rd International Conference, DEXA 2012, Vienna, Austria, September 3-6, 2012. Proceedings, Part II 2012 |
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2012 |
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Conference paper
Saurabh V. Pendse, Isaac K. Tetteh, Fredrick H. M. Semazzi, Vipin Kumar, Nagiza F. Samatova.
Toward Data-driven, Semi-automatic Inference of Phenomenological Physical Models: Application to Eastern Sahel Rainfall.
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Proceedings of the Twelfth SIAM International Conference on Data Mining, Anaheim, California, USA, April 26-28, 2012. 2012 |
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2012 |
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Conference paper
Zhenhuan Gong, Sriram Lakshminarasimhan, John Jenkins, Hemanth Kolla, Stéphane Ethier, Jackie Chen, Robert B. Ross, Scott Klasky, Nagiza F. Samatova.
Multi-level Layout Optimization for Efficient Spatio-temporal Queries on ISABELA-compressed Data.
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26th IEEE International Parallel and Distributed Processing Symposium, IPDPS 2012, Shanghai, China, May 21-25, 2012 2012 |
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2012 |
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Conference paper
Sriram Lakshminarasimhan, Prabhat Kumar, Wei-keng Liao, Alok N. Choudhary, Vipin Kumar, Nagiza F. Samatova.
On the path to sustainable, scalable, and energy-efficient data analytics: Challenges, promises, and future directions.
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2012 International Green Computing Conference, IGCC 2012, San Jose, CA, USA, June 4-8, 2012 2012 |
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2012 |
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Conference paper
Neil Shah, Eric R. Schendel, Sriram Lakshminarasimhan, Saurabh V. Pendse, Terry Rogers, Nagiza F. Samatova.
Improving I/O Throughput with PRIMACY: Preconditioning ID-Mapper for Compressing Incompressibility.
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2012 IEEE International Conference on Cluster Computing, CLUSTER 2012, Beijing, China, September 24-28, 2012 2012 |
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2012 |
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Conference paper
John Jenkins, James Dinan, Pavan Balaji, Nagiza F. Samatova, Rajeev Thakur.
Enabling Fast, Noncontiguous GPU Data Movement in Hybrid MPI+GPU Environments.
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2012 IEEE International Conference on Cluster Computing, CLUSTER 2012, Beijing, China, September 24-28, 2012 2012 |
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2012 |
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Conference paper
John Jenkins, Eric R. Schendel, Sriram Lakshminarasimhan, David A. Boyuka II, Terry Rogers, Stéphane Ethier, Robert B. Ross, Scott Klasky, Nagiza F. Samatova.
Byte-precision level of detail processing for variable precision analytics.
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SC Conference on High Performance Computing Networking, Storage and Analysis, SC '12, Salt Lake City, UT, USA - November 11 - 15, 2012 2012 |
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2012 |
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Conference paper
Zhenhuan Gong, Terry Rogers, John Jenkins, Hemanth Kolla, Stéphane Ethier, Jackie Chen, Robert B. Ross, Scott Klasky, Nagiza F. Samatova.
MLOC: Multi-level Layout Optimization Framework for Compressed Scientific Data Exploration with Heterogeneous Access Patterns.
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41st International Conference on Parallel Processing, ICPP 2012, Pittsburgh, PA, USA, September 10-13, 2012 2012 |
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2012 |
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Conference paper
Doel L. Gonzalez, Zhengzhang Chen, Isaac K. Tetteh, Tatdow Pansombut, Fredrick H. M. Semazzi, Vipin Kumar, Anatoli V. Melechko, Nagiza F. Samatova.
Hierarchical Classifier-Regression Ensemble for Multi-phase Non-linear Dynamic System Response Prediction: Application to Climate Analysis.
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12th IEEE International Conference on Data Mining Workshops, ICDM Workshops, Brussels, Belgium, December 10, 2012 2012 |
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2012 |
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Journal article
Jiangtian Li, Xiaosong Ma, Srikanth B. Yoginath, Guruprasad Kora, Nagiza F. Samatova.
Transparent runtime parallelization of the R scripting language.
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J. Parallel Distrib. Comput. 2011, Volume 71 |
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2011 |
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Conference paper
Wenbin Chen, Matthew C. Schmidt, Nagiza F. Samatova.
On the parameterized complexity of the Multi-MCT and Multi-MCST problems.
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J. Comb. Optim. 2011, Volume 21 |
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2011 |
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Journal article
Heshan Lin, Xiaosong Ma, Wu-chun Feng, Nagiza F. Samatova.
Coordinating Computation and I/O in Massively Parallel Sequence Search.
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IEEE Trans. Parallel Distrib. Syst. 2011, Volume 22 |
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2011 |
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Conference paper
Tatdow Pansombut, William Hendrix, Zekai Jacob Gao, Brent E. Harrison, Nagiza F. Samatova.
Biclustering-Driven Ensemble of Bayesian Belief Network Classifiers for Underdetermined Problems.
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IJCAI 2011, Proceedings of the 22nd International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22, 2011 2011 |
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2011 |
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Conference paper
Huseyin Sencan, Zhengzhang Chen, William Hendrix, Tatdow Pansombut, Fredrick H. M. Semazzi, Alok Choudhary, Vipin Kumar, Anatoli V. Melechko, Nagiza F. Samatova.
Classification of Emerging Extreme Event Tracks in Multivariate Spatio-Temporal Physical Systems Using Dynamic Network Structures: Application to Hurricane Track Prediction.
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IJCAI 2011, Proceedings of the 22nd International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22, 2011 2011 |
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2011 |
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Conference paper
Sriram Lakshminarasimhan, Neil Shah, Stéphane Ethier, Scott Klasky, Rob Latham, Rob Ross, Nagiza F. Samatova.
Compressing the Incompressible with ISABELA: In-situ Reduction of Spatio-temporal Data.
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Euro-Par 2011 Parallel Processing - 17th International Conference, Euro-Par 2011, Bordeaux, France, August 29 - September 2, 2011, Proceedings, Part I 2011 |
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2011 |
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Conference paper
John Jenkins, Isha Arkatkar, John D. Owens, Alok Choudhary, Nagiza F. Samatova.
Lessons Learned from Exploring the Backtracking Paradigm on the GPU.
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Euro-Par 2011 Parallel Processing - 17th International Conference, Euro-Par 2011, Bordeaux, France, August 29 - September 2, 2011, Proceedings, Part II 2011 |
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2011 |
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Conference paper
William Hendrix, Tatiana V. Karpinets, Byung-Hoon Park, Eric Schendel, Alok Choudhary, Nagiza F. Samatova.
Sensitive and Specific Identification of Protein Complexes in "Perturbed" Protein Interaction Networks from Noisy Pull-Down Data.
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25th IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2011, Anchorage, Alaska, USA, 16-20 May 2011 - Workshop Proceedings 2011 |
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2011 |
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Conference paper
Sriram Lakshminarasimhan, John Jenkins, Isha Arkatkar, Zhenhuan Gong, Hemanth Kolla, Seung-Hoe Ku, Stéphane Ethier, Jackie Chen, C. S. Chang, Scott Klasky, Robert Latham, Robert B. Ross, Nagiza F. Samatova.
ISABELA-QA: query-driven analytics with ISABELA-compressed extreme-scale scientific data.
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Conference on High Performance Computing Networking, Storage and Analysis, SC 2011, Seattle, WA, USA, November 12-18, 2011 2011 |
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2011 |
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