Hemanth Kolla
Orcid: 0000-0003-4969-5870
According to our database1,
Hemanth Kolla
authored at least 48 papers
between 2011 and 2023.
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Bibliography
2023
Accurate Data-Driven Surrogates of Dynamical Systems for Forward Propagation of Uncertainty.
CoRR, 2023
Efficient Computation of Tucker Decomposition for Streaming Scientific Data Compression.
CoRR, 2023
2022
Parallel memory-efficient computation of symmetric higher-order joint moment tensors.
Proceedings of the PASC '22: Platform for Advanced Scientific Computing Conference, Basel, Switzerland, June 27, 2022
FIST-HOSVD: fused in-place sequentially truncated higher order singular value decomposition.
Proceedings of the PASC '22: Platform for Advanced Scientific Computing Conference, Basel, Switzerland, June 27, 2022
2020
ACM Trans. Parallel Comput., 2020
Improving Scalability of Silent-Error Resilience for Message-Passing Solvers via Local Recovery and Asynchrony.
Proceedings of the 10th IEEE/ACM Workshop on Fault Tolerance for HPC at eXtreme Scale, 2020
2019
J. Comput. Phys., 2019
Randomized Functional Sparse Tucker Tensor for Compression and Fast Visualization of Scientific Data.
CoRR, 2019
Proceedings of the Euro-Par 2019: Parallel Processing, 2019
2018
Stacker: an autonomic data movement engine for extreme-scale data staging-based in-situ workflows.
Proceedings of the International Conference for High Performance Computing, 2018
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018
2017
Modeling and Simulating Multiple Failure Masking Enabled by Local Recovery for Stencil-Based Applications at Extreme Scales.
IEEE Trans. Parallel Distributed Syst., 2017
Scalable Failure Masking for Stencil Computations using Ghost Region Expansion and Cell to Rank Remapping.
SIAM J. Sci. Comput., 2017
Proceedings of the In Situ Infrastructures on Enabling Extreme-Scale Analysis and Visualization, 2017
Using feature importance metrics to detect events of interest in scientific computing applications.
Proceedings of the 7th IEEE Symposium on Large Data Analysis and Visualization, 2017
2016
Numerically stable, scalable formulas for parallel and online computation of higher-order multivariate central moments with arbitrary weights.
Comput. Stat., 2016
Proceedings of the Second International Workshop on Extreme Scale Programming Models and Middleware, 2016
In situ generated probability distribution functions for interactive post hoc visualization and analysis.
Proceedings of the 6th IEEE Symposium on Large Data Analysis and Visualization, 2016
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016
2015
IEEE Trans. Vis. Comput. Graph., 2015
Achieving algorithmic resilience for temporal integration through spectral deferred corrections.
CoRR, 2015
Proceedings of the International Conference for High Performance Computing, 2015
Proceedings of the International Conference for High Performance Computing, 2015
Tracking features in embedded surfaces: Understanding extinction in turbulent combustion.
Proceedings of the 5th IEEE Symposium on Large Data Analysis and Visualization, 2015
Exploring Data Staging Across Deep Memory Hierarchies for Coupled Data Intensive Simulation Workflows.
Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium, 2015
Evolving the Message Passing Programming Model via a Fault-Tolerant, Object-oriented Transport Layer.
Proceedings of the 5th Workshop on Fault Tolerance for HPC at eXtreme Scale, 2015
Proceedings of the 24th International Symposium on High-Performance Parallel and Distributed Computing, 2015
2014
Comput. Graph. Forum, 2014
Proceedings of the Supercomputing - 29th International Conference, 2014
In-Situ Feature Extraction of Large Scale Combustion Simulations Using Segmented Merge Trees.
Proceedings of the International Conference for High Performance Computing, 2014
Exploring Automatic, Online Failure Recovery for Scientific Applications at Extreme Scales.
Proceedings of the International Conference for High Performance Computing, 2014
Sensitivity analysis for time dependent problems: optimal checkpoint-recompute HPC workflows.
Proceedings of the 9th Workshop on Workflows in Support of Large-Scale Science, 2014
Extreme-Scale Viability of Collective Communication for Resilient Task Scheduling and Work Stealing.
Proceedings of the 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2014
Leveraging deep memory hierarchies for data staging in coupled data-intensive simulation workflows.
Proceedings of the 2014 IEEE International Conference on Cluster Computing, 2014
2013
ALACRITY: Analytics-Driven Lossless Data Compression for Rapid In-Situ Indexing, Storing, and Querying.
Trans. Large Scale Data Knowl. Centered Syst., 2013
Proceedings of the International Conference for High Performance Computing, 2013
Proceedings of the International Conference for High Performance Computing, 2013
2012
Proceedings of the SC Conference on High Performance Computing Networking, 2012
Combining in-situ and in-transit processing to enable extreme-scale scientific analysis.
Proceedings of the SC Conference on High Performance Computing Networking, 2012
On the use of graph search techniques for the analysis of extreme-scale combustion simulation data.
Proceedings of the IEEE Symposium on Large Data Analysis and Visualization, 2012
Multi-level Layout Optimization for Efficient Spatio-temporal Queries on ISABELA-compressed Data.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium, 2012
MLOC: Multi-level Layout Optimization Framework for Compressed Scientific Data Exploration with Heterogeneous Access Patterns.
Proceedings of the 41st International Conference on Parallel Processing, 2012
ISOBAR hybrid compression-I/O interleaving for large-scale parallel I/O optimization.
Proceedings of the 21st International Symposium on High-Performance Parallel and Distributed Computing, 2012
Analytics-Driven Lossless Data Compression for Rapid In-situ Indexing, Storing, and Querying.
Proceedings of the Database and Expert Systems Applications, 2012
2011
ISABELA-QA: query-driven analytics with ISABELA-compressed extreme-scale scientific data.
Proceedings of the Conference on High Performance Computing Networking, 2011
S-preconditioner for Multi-fold Data Reduction with Guaranteed User-Controlled Accuracy.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011
PIDX: Efficient Parallel I/O for Multi-resolution Multi-dimensional Scientific Datasets.
Proceedings of the 2011 IEEE International Conference on Cluster Computing (CLUSTER), 2011