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Hemanth Kolla
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2020 – today
- 2024
- [c38]Mathhew Whitlock, Hemanth Kolla, Aurelien Bouteiller, Jackson R. Mayo, Nicolas M. Morales, Keita Teranishi, George Bosilca:
Asynchrony and Failure Masking via Pseudo-Local Process Recovery in MPI Applications. IPDPS (Workshops) 2024: 1164-1166 - [c37]Saibal De
, Hemanth Kolla
, Antoine Meyer
, Eric T. Phipps
, Francesco Rizzi
:
Hybrid Parallel Tucker Decomposition of Streaming Data. PASC 2024: 20:1-20:12 - [i5]Grant Norman, Jacqueline Wentz, Hemanth Kolla, Kurt Maute, Alireza Doostan:
Constrained or Unconstrained? Neural-Network-Based Equation Discovery from Data. CoRR abs/2406.02581 (2024) - 2023
- [i4]Saibal De, Zitong Li, Hemanth Kolla, Eric T. Phipps:
Efficient Computation of Tucker Decomposition for Streaming Scientific Data Compression. CoRR abs/2308.16395 (2023) - [i3]Saibal De, Reese E. Jones, Hemanth Kolla:
Accurate Data-Driven Surrogates of Dynamical Systems for Forward Propagation of Uncertainty. CoRR abs/2310.10831 (2023) - 2022
- [c36]Zitong Li, Hemanth Kolla, Eric T. Phipps
:
Parallel memory-efficient computation of symmetric higher-order joint moment tensors. PASC 2022: 10:1-10:11 - [c35]Benjamin Cobb
, Hemanth Kolla, Eric T. Phipps
, Ümit V. Çatalyürek:
FIST-HOSVD: fused in-place sequentially truncated higher order singular value decomposition. PASC 2022: 15:1-15:11 - 2020
- [j8]Shaohua Duan, Pradeep Subedi, Philip E. Davis, Keita Teranishi, Hemanth Kolla, Marc Gamell, Manish Parashar:
CoREC: Scalable and Resilient In-memory Data Staging for In-situ Workflows. ACM Trans. Parallel Comput. 7(2): 12:1-12:29 (2020) - [c34]Hemanth Kolla, Jackson R. Mayo, Keita Teranishi, Robert C. Armstrong:
Improving Scalability of Silent-Error Resilience for Message-Passing Solvers via Local Recovery and Asynchrony. FTXS@SC 2020: 1-10
2010 – 2019
- 2019
- [j7]Aditya Konduri
, Hemanth Kolla, W. Philip Kegelmeyer, Timothy M. Shead, Julia Ling, Warren L. Davis IV:
Anomaly detection in scientific data using joint statistical moments. J. Comput. Phys. 387: 522-538 (2019) - [c33]Sri Raj Paul, Akihiro Hayashi, Nicole Slattengren, Hemanth Kolla, Matthew Whitlock, Seonmyeong Bak, Keita Teranishi, Jackson R. Mayo, Vivek Sarkar:
Enabling Resilience in Asynchronous Many-Task Programming Models. Euro-Par 2019: 346-360 - [i2]Prashant Rai, Hemanth Kolla, Lewis Cannada, Alex A. Gorodetsky:
Randomized Functional Sparse Tucker Tensor for Compression and Fast Visualization of Scientific Data. CoRR abs/1907.05884 (2019) - 2018
- [c32]Shaohua Duan, Pradeep Subedi, Keita Teranishi, Philip E. Davis, Hemanth Kolla, Marc Gamell, Manish Parashar:
Scalable Data Resilience for In-memory Data Staging. IPDPS 2018: 105-115 - [c31]Matthew Whitlock, Hemanth Kolla, Sean Treichler, Philippe P. Pébay, Janine C. Bennett:
Scalable Collectives for Distributed Asynchronous Many-Task Runtimes. IPDPS Workshops 2018: 436-445 - [c30]Pradeep Subedi, Philip E. Davis, Shaohua Duan, Scott Klasky, Hemanth Kolla, Manish Parashar:
Stacker: an autonomic data movement engine for extreme-scale data staging-based in-situ workflows. SC 2018: 73:1-73:11 - 2017
- [j6]Marc Gamell, Keita Teranishi, Hemanth Kolla, Jackson R. Mayo, Michael A. Heroux, Jacqueline Chen, Manish Parashar:
Scalable Failure Masking for Stencil Computations using Ghost Region Expansion and Cell to Rank Remapping. SIAM J. Sci. Comput. 39(5) (2017) - [j5]Marc Gamell, Keita Teranishi, Jackson R. Mayo, Hemanth Kolla, Michael A. Heroux, Jacqueline Chen, Manish Parashar:
Modeling and Simulating Multiple Failure Masking Enabled by Local Recovery for Stencil-Based Applications at Extreme Scales. IEEE Trans. Parallel Distributed Syst. 28(10): 2881-2895 (2017) - [c29]Julia Ling, W. Philip Kegelmeyer, Aditya Konduri
, Hemanth Kolla, Kevin A. Reed
, Timothy M. Shead, Warren L. Davis IV:
Using feature importance metrics to detect events of interest in scientific computing applications. LDAV 2017: 55-63 - [c28]Philippe P. Pébaÿ, Giulio Borghesi, Hemanth Kolla, Janine C. Bennett, Sean Treichler:
A Novel Shard-Based Approach for Asynchronous Many-Task Models for In Situ Analysis. ISAV@SC 2017: 27-31 - 2016
- [j4]Philippe P. Pébay
, Timothy B. Terriberry, Hemanth Kolla, Janine Bennett:
Numerically stable, scalable formulas for parallel and online computation of higher-order multivariate central moments with arbitrary weights. Comput. Stat. 31(4): 1305-1325 (2016) - [c27]Philippe P. Pébay
, Janine C. Bennett, David S. Hollman, Sean Treichler, Patrick S. McCormick, Christine Sweeney
, Hemanth Kolla, Alex Aiken:
Towards Asynchronous Many-Task in Situ Data Analysis Using Legion. IPDPS Workshops 2016: 1033-1037 - [c26]Yucong Chris Ye, Tyson Neuroth, Franz Sauer, Kwan-Liu Ma, Giulio Borghesi, Aditya Konduri
, Hemanth Kolla, Jacqueline Chen:
In situ generated probability distribution functions for interactive post hoc visualization and analysis. LDAV 2016: 65-74 - [c25]David S. Hollman, Janine C. Bennett, Hemanth Kolla, Jonathan Lifflander, Nicole Slattengren, Jeremiah J. Wilke:
Metaprogramming-Enabled Parallel Execution of Apparently Sequential C++ Code. ESPM2@SC 2016: 24-31 - 2015
- [j3]Hongfeng Yu, Jinrong Xie
, Kwan-Liu Ma, Hemanth Kolla, Jacqueline H. Chen:
Scalable Parallel Distance Field Construction for Large-Scale Applications. IEEE Trans. Vis. Comput. Graph. 21(10): 1187-1200 (2015) - [c24]Jeremiah J. Wilke, Keita Teranishi, Janine C. Bennett, Hemanth Kolla, David S. Hollman, Nicole Slattengren:
Evolving the Message Passing Programming Model via a Fault-Tolerant, Object-oriented Transport Layer. FTXS@HPDC 2015: 41-46 - [c23]Marc Gamell, Keita Teranishi, Michael A. Heroux
, Jackson R. Mayo, Hemanth Kolla, Jacqueline Chen, Manish Parashar:
Exploring Failure Recovery for Stencil-based Applications at Extreme Scales. HPDC 2015: 279-282 - [c22]Tong Jin, Fan Zhang, Qian Sun, Hoang Bui, Melissa Romanus
, Norbert Podhorszki, Scott Klasky, Hemanth Kolla, Jacqueline Chen, Robert Hager
, Choong-Seock Chang
, Manish Parashar:
Exploring Data Staging Across Deep Memory Hierarchies for Coupled Data Intensive Simulation Workflows. IPDPS 2015: 1033-1042 - [c21]Wathsala Widanagamaachchi, Jackie Chen, Pavol Klacansky, Valerio Pascucci, Hemanth Kolla, Ankit Bhagatwala, Peer-Timo Bremer:
Tracking features in embedded surfaces: Understanding extinction in turbulent combustion. LDAV 2015: 9-16 - [c20]Qian Sun, Tong Jin, Melissa Romanus
, Hoang Bui, Fan Zhang, Hongfeng Yu, Hemanth Kolla, Scott Klasky, Jacqueline Chen, Manish Parashar:
Adaptive data placement for staging-based coupled scientific workflows. SC 2015: 65:1-65:12 - [c19]Marc Gamell, Keita Teranishi, Michael A. Heroux
, Jackson R. Mayo, Hemanth Kolla, Jacqueline Chen, Manish Parashar:
Local recovery and failure masking for stencil-based applications at extreme scales. SC 2015: 70:1-70:12 - [i1]Ray W. Grout, Hemanth Kolla, Michael L. Minion, John B. Bell:
Achieving algorithmic resilience for temporal integration through spectral deferred corrections. CoRR abs/1504.01329 (2015) - 2014
- [j2]Attila Gyulassy, Peer-Timo Bremer, Ray W. Grout, Hemanth Kolla, Jacqueline Chen, Valerio Pascucci
:
Stability of Dissipation Elements: A Case Study in Combustion. Comput. Graph. Forum 33(3): 51-60 (2014) - [c18]Tong Jin, Fan Zhang, Qian Sun, Hoang Bui, Norbert Podhorszki, Scott Klasky, Hemanth Kolla, Jacqueline Chen, Robert Hager
, Choong-Seock Chang
, Manish Parashar:
Leveraging deep memory hierarchies for data staging in coupled data-intensive simulation workflows. CLUSTER 2014: 268-269 - [c17]Jeremiah J. Wilke, Janine Bennett, Hemanth Kolla, Keita Teranishi, Nicole Slattengren, John Floren:
Extreme-Scale Viability of Collective Communication for Resilient Task Scheduling and Work Stealing. DSN 2014: 756-761 - [c16]Varis Carey, Hasan Abbasi, Ivan Rodero
, Hemanth Kolla:
Sensitivity analysis for time dependent problems: optimal checkpoint-recompute HPC workflows. WORKS@SC 2014: 20-30 - [c15]Marc Gamell, Daniel S. Katz
, Hemanth Kolla, Jacqueline Chen, Scott Klasky, Manish Parashar:
Exploring Automatic, Online Failure Recovery for Scientific Applications at Extreme Scales. SC 2014: 895-906 - [c14]Aaditya G. Landge, Valerio Pascucci
, Attila Gyulassy, Janine Bennett, Hemanth Kolla, Jacqueline Chen, Peer-Timo Bremer:
In-Situ Feature Extraction of Large Scale Combustion Simulations Using Segmented Merge Trees. SC 2014: 1020-1031 - [c13]Sidharth Kumar, Cameron Christensen, John A. Schmidt, Peer-Timo Bremer, Eric Brugger, Venkatram Vishwanath, Philip H. Carns, Hemanth Kolla, Ray W. Grout, Jacqueline Chen, Martin Berzins, Giorgio Scorzelli
, Valerio Pascucci:
Fast Multiresolution Reads of Massive Simulation Datasets. ISC 2014: 314-330 - 2013
- [j1]John Jenkins, Isha Arkatkar, Sriram Lakshminarasimhan, David A. Boyuka II, Eric R. Schendel
, Neil Shah, Stéphane Ethier, Choong-Seock Chang
, Jackie Chen, Hemanth Kolla, Scott Klasky, Robert B. Ross
, Nagiza F. Samatova:
ALACRITY: Analytics-Driven Lossless Data Compression for Rapid In-Situ Indexing, Storing, and Querying. Trans. Large Scale Data Knowl. Centered Syst. 10: 95-114 (2013) - [c12]Sidharth Kumar, Avishek Saha, Venkatram Vishwanath, Philip H. Carns, John A. Schmidt, Giorgio Scorzelli
, Hemanth Kolla, Ray W. Grout, Robert Latham, Robert B. Ross, Michael E. Papka
, Jacqueline Chen, Valerio Pascucci
:
Characterization and modeling of PIDX parallel I/O for performance optimization. SC 2013: 67:1-67:12 - [c11]Marc Gamell, Ivan Rodero
, Manish Parashar, Janine Bennett, Hemanth Kolla, Jacqueline Chen, Peer-Timo Bremer, Aaditya G. Landge, Attila Gyulassy, Patrick S. McCormick, Scott Pakin
, Valerio Pascucci
, Scott Klasky:
Exploring power behaviors and trade-offs of in-situ data analytics. SC 2013: 77:1-77:12 - 2012
- [c10]John Jenkins, Isha Arkatkar, Sriram Lakshminarasimhan, Neil Shah, Eric R. Schendel
, Stéphane Ethier, Choong-Seock Chang
, Jacqueline H. Chen, Hemanth Kolla, Scott Klasky, Robert B. Ross, Nagiza F. Samatova:
Analytics-Driven Lossless Data Compression for Rapid In-situ Indexing, Storing, and Querying. DEXA (2) 2012: 16-30 - [c9]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. HPDC 2012: 61-72 - [c8]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. ICPP 2012: 239-248 - [c7]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. IPDPS 2012: 873-884 - [c6]William C. McLendon, Gaurav Bansal, Peer-Timo Bremer, Jacqueline Chen, Hemanth Kolla
, Janine Bennett:
On the use of graph search techniques for the analysis of extreme-scale combustion simulation data. LDAV 2012: 57-63 - [c5]Janine Bennett, Hasan Abbasi, Peer-Timo Bremer, Ray W. Grout, Attila Gyulassy, Tong Jin, Scott Klasky, Hemanth Kolla, Manish Parashar, Valerio Pascucci
, Philippe P. Pébay
, David C. Thompson
, Hongfeng Yu, Fan Zhang, Jacqueline Chen:
Combining in-situ and in-transit processing to enable extreme-scale scientific analysis. SC 2012: 49 - [c4]Sidharth Kumar, Venkatram Vishwanath, Philip H. Carns, Joshua A. Levine, Robert Latham, Giorgio Scorzelli
, Hemanth Kolla, Ray W. Grout, Robert B. Ross, Michael E. Papka
, Jacqueline Chen, Valerio Pascucci
:
Efficient data restructuring and aggregation for I/O acceleration in PIDX. SC 2012: 50 - 2011
- [c3]Sidharth Kumar, Venkatram Vishwanath, Philip H. Carns, Brian Summa
, Giorgio Scorzelli
, Valerio Pascucci
, Robert B. Ross
, Jacqueline Chen, Hemanth Kolla
, Ray W. Grout:
PIDX: Efficient Parallel I/O for Multi-resolution Multi-dimensional Scientific Datasets. CLUSTER 2011: 103-111 - [c2]Ye Jin, Sriram Lakshminarasimhan, Neil Shah, Zhenhuan Gong, Choong-Seock Chang
, Jackie Chen, Stéphane Ethier, Hemanth Kolla
, Seung-Hoe Ku
, Scott Klasky, Robert Latham, Robert B. Ross
, Karen Schuchardt, Nagiza F. Samatova:
S-preconditioner for Multi-fold Data Reduction with Guaranteed User-Controlled Accuracy. ICDM 2011: 290-299 - [c1]Sriram Lakshminarasimhan, John Jenkins, Isha Arkatkar, Zhenhuan Gong, Hemanth Kolla, Seung-Hoe Ku, Stéphane Ethier, Jackie Chen, Choong-Seock Chang
, Scott Klasky, Robert Latham, Robert B. Ross, Nagiza F. Samatova:
ISABELA-QA: query-driven analytics with ISABELA-compressed extreme-scale scientific data. SC 2011: 31:1-31:11
Coauthor Index
aka: Jacqueline H. Chen
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