Abani K. Patra

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 31

Top Topics

Large Deviations

Multivariate Time Series Data

Top Venues

Concurr. Comput. Pract. Exp.

Publications

Sreelekha Guggilam, Varun Chandola, Abani K. Patra
Large Deviations for Accelerating Neural Networks Training. CoRR (2023)
Sreelekha Guggilam, Varun Chandola, Abani K. Patra
Large Deviations Anomaly Detection (LAD) for collection of multivariate time series data: Applications to COVID-19 data. J. Comput. Sci. 72 (2023)
Sreelekha Guggilam, Varun Chandola, Abani K. Patra
Tracking clusters and anomalies in evolving data streams. Stat. Anal. Data Min. 15 (2) (2022)
Amol Salunkhe, Georgios Georgalis, Abani K. Patra, Varun Chandola
An Ensemble-Based Deep Framework for Estimating Thermo-Chemical State Variables from Flamelet Generated Manifolds. CoRR (2022)
Sreelekha Guggilam, Varun Chandola, Abani K. Patra
Classifying Anomalous Members in a Collection of Multivariate Time Series Data Using Large Deviations Principle: An Application to COVID-19 Data. ICCS (1) (2022)
Georgios Georgalis, Kolos Retfalvi, Paul E. DesJardin, Abani K. Patra
Combined Data and Deep Learning Model Uncertainties: An Application to the Measurement of Solid Fuel Regression Rate. CoRR (2022)
Prashant Shekhar, Beáta Csathó, Tony Schenk, Carolyn Roberts, Abani K. Patra
ALPS: A Unified Framework for Modeling Time Series of Land Ice Changes. IEEE Trans. Geosci. Remote. Sens. 59 (8) (2021)
Gabriel Surina III, Georgios Georgalis, Siddhant S. Aphale, Abani K. Patra, Paul E. DesJardin
Measurement of Hybrid Rocket Solid Fuel Regression Rate for a Slab Burner using Deep Learning. CoRR (2021)
Prashant Shekhar, Abani K. Patra
A Forward Backward Greedy approach for Sparse Multiscale Learning. CoRR (2021)
Jeanette M. Sperhac, Kristin Poinar, Renette L. Jones-Ivey, Jason Briner, Beáta Csathó, Sophie M. Nowicki, Erika Simon, Eric Y. Larour, Justin Quinn, Abani K. Patra
GHub: Building a glaciology gateway to unify a community. Concurr. Comput. Pract. Exp. 33 (19) (2021)
Sreelekha Guggilam, Varun Chandola, Abani K. Patra
Anomaly Detection for High-Dimensional Data Using Large Deviations Principle. CoRR (2021)
Prashant Shekhar, Abani K. Patra
Hierarchical regularization networks for sparsification based learning on noisy datasets. CoRR (2020)
Arpan Mukherjee, Rahul Rai, Puneet Singla, Tarunraj Singh, Abani K. Patra
Overlapping Clustering Based Technique for Scalable Uncertainty Quantification in Physical Systems. SIAM/ASA J. Uncertain. Quantification 8 (3) (2020)
Sreelekha Guggilam, Syed Mohammed Arshad Zaidi, Varun Chandola, Abani K. Patra
Integrated Clustering and Anomaly Detection (INCAD) for Streaming Data. ICCS (4) (2019)
Sreelekha Guggilam, Syed Mohammed Arshad Zaidi, Varun Chandola, Abani K. Patra
Integrated Clustering and Anomaly Detection (INCAD) for Streaming Data (Revised). CoRR (2019)
Jeanette M. Sperhac, Robert L. DeLeon, Thomas R. Furlani, Steven M. Gallo, Martins Innus, Matthew D. Jones, Jeffrey T. Palmer, Abani K. Patra, Benjamin D. Plessinger, Ryan Rathsam, Nikolay Simakov, Joseph P. White, Rudra Chakraborty, Gregary Dean
Managing computational gateway resources with XDMoD. Future Gener. Comput. Syst. 98 (2019)
Nikolay A. Simakov, Renette L. Jones-Ivey, Ali Akhavan-Safaei, Hossein Aghakhani, Matthew D. Jones, Abani K. Patra
Modernizing Titan2D, a Parallel AMR Geophysical Flow Code to Support Multiple Rheologies and Extendability. ISC Workshops (2019)
Prashant Shekhar, Abani K. Patra
Hierarchical Data Reduction and Learning. CoRR (2019)
Nikolay A. Simakov, Renette L. Jones-Ivey, Ali Akhavan-Safaei, Hossein Aghakhani, Matthew D. Jones, Abani K. Patra
Modernizing Titan2D, a Parallel AMR Geophysical Flow Code to Support Multiple Rheologies and Extendability. CoRR (2019)
Hossein Aghakhani, Abani K. Patra
Scalable discrete adjoint for the transient Savage-Hutter equation on the primal consistent adaptive grid. Eng. Comput. 35 (4) (2019)
Jeanette M. Sperhac, Benjamin D. Plessinger, Jeffrey T. Palmer, Rudra Chakraborty, Gregary Dean, Martins Innus, Ryan Rathsam, Nikolay Simakov, Joseph P. White, Thomas R. Furlani, Steven M. Gallo, Robert L. DeLeon, Matthew D. Jones, Cynthia D. Cornelius, Abani K. Patra
Federating XDMoD to Monitor Affiliated Computing Resources. CLUSTER (2018)
Abani K. Patra, Andrea Bevilacqua, Ali Akhavan-Safaei
Analyzing Complex Models Using Data and Statistics. ICCS (2) (2018)
Nikolay A. Simakov, Robert L. DeLeon, Martins D. Innus, Matthew D. Jones, Joseph P. White, Steven M. Gallo, Abani K. Patra, Thomas R. Furlani
Slurm Simulator: Improving Slurm Scheduler Performance on Large HPC systems by Utilization of Multiple Controllers and Node Sharing. PEARC (2018)
Niyazi Sorkunlu, Varun Chandola, Abani K. Patra
Tracking System Behaviour from Resource Usage Data. CoRR (2017)
Zhixuan Cao, Abani K. Patra, Matthew D. Jones
Data Management and Volcano Plume Simulation with Parallel SPH Method and Dynamic Halo Domains. ICCS (2017)
Prashant Shekhar, Abani K. Patra, Beáta M. Csathó
Multiscale and Multiresolution methods for Sparse representation of Large datasets. ICCS (2017)
Niyazi Sorkunlu, Varun Chandola, Abani K. Patra
Tracking System Behavior from Resource Usage Data. CLUSTER (2017)
Nikolay A. Simakov, Martins D. Innus, Matthew D. Jones, Robert L. DeLeon, Joseph P. White, Steven M. Gallo, Abani K. Patra, Thomas R. Furlani
A Slurm Simulator: Implementation and Parametric Analysis. PMBS@SC (2017)
Daniel S. Katz, Sou-Cheng T. Choi, Kyle E. Niemeyer, James Hetherington, Frank Löffler, Dan Gunter, Ray Idaszak, Steven R. Brandt, Mark A. Miller, Sandra Gesing, Nick D. Jones, Nic Weber, Suresh Marru, Gabrielle Allen, Birgit Penzenstadler, Colin C. Venters, Ethan Davis, Lorraine J. Hwang, Ilian T. Todorov, Abani K. Patra, Miguel de Val-Borro
Report on the Third Workshop on Sustainable Software for Science: Practice and Experiences (WSSSPE3). CoRR (2016)
Nikolay A. Simakov, Robert L. DeLeon, Joseph P. White, Thomas R. Furlani, Martins Innus, Steven M. Gallo, Matthew D. Jones, Abani K. Patra, Benjamin D. Plessinger, Jeanette M. Sperhac, Thomas Yearke, Ryan Rathsam, Jeffrey T. Palmer
A Quantitative Analysis of Node Sharing on HPC Clusters Using XDMoD Application Kernels. XSEDE (2016)
Abani K. Patra, Prashant Shekhar, E. Ramona Stefanescu
Multilevel Methods for Sparse Representation of Topographical Data. ICCS (2016)
Arpan Mukherjee, Rahul Rai, Puneet Singla, Tarunraj Singh, Abani K. Patra
Laplacian graph based approach for uncertainty quantification of large scale dynamical systems. ACC (2015)
Jeffrey T. Palmer, Steven M. Gallo, Thomas R. Furlani, Matthew D. Jones, Robert L. DeLeon, Joseph P. White, Nikolay Simakov, Abani K. Patra, Jeanette M. Sperhac, Thomas Yearke, Ryan Rathsam, Martins Innus, Cynthia D. Cornelius, James C. Browne, William L. Barth, Richard T. Evans
Open XDMoD: A Tool for the Comprehensive Management of High-Performance Computing Resources. Comput. Sci. Eng. 17 (4) (2015)
Nikolay A. Simakov, Joseph P. White, Robert L. DeLeon, Amin Ghadersohi, Thomas R. Furlani, Matthew D. Jones, Steven M. Gallo, Abani K. Patra
Application kernels: HPC resources performance monitoring and variance analysis. Concurr. Comput. Pract. Exp. 27 (17) (2015)
E. Ramona Stefanescu, Abani K. Patra, Marcus Bursik, E. Bruce Pitman, Peter W. Webley, Matthew D. Jones
Forecasting Volcanic Plume Hazards With Fast UQ. ICCS (2015)
Robert L. DeLeon, Thomas R. Furlani, Steven M. Gallo, Joseph P. White, Matthew D. Jones, Abani K. Patra, Martins Innus, Thomas Yearke, Jeffrey T. Palmer, Jeanette M. Sperhac, Ryan Rathsam, Nikolay Simakov, Gregor von Laszewski, Fugang Wang
TAS view of XSEDE users and usage. XSEDE (2015)
Steven M. Gallo, Joseph P. White, Robert L. DeLeon, Thomas R. Furlani, Helen Ngo, Abani K. Patra, Matthew D. Jones, Jeffrey T. Palmer, Nikolay Simakov, Jeanette M. Sperhac, Martins Innus, Thomas Yearke, Ryan Rathsam
Analysis of XDMoD/SUPReMM Data Using Machine Learning Techniques. CLUSTER (2015)
R. Todd Evans, William L. Barth, James C. Browne, Robert L. DeLeon, Thomas R. Furlani, Steven M. Gallo, Matthew D. Jones, Abani K. Patra
Comprehensive resource use monitoring for HPC systems with TACC stats. HUST@SC (2014)
James C. Browne, Robert L. DeLeon, Abani K. Patra, William L. Barth, John L. Hammond, Matthew D. Jones, Thomas R. Furlani, Barry L. Schneider, Steven M. Gallo, Amin Ghadersohi, Ryan J. Gentner, Jeffrey T. Palmer, Nikolay Simakov, Martins Innus, Andrew E. Bruno, Joseph P. White, Cynthia D. Cornelius, Thomas Yearke, Kyle Marcus, Gregor von Laszewski, Fugang Wang
Comprehensive, open-source resource usage measurement and analysis for HPC systems. Concurr. Comput. Pract. Exp. 26 (13) (2014)
E. Ramona Stefanescu, Abani K. Patra, E. Bruce Pitman, Marcus Bursik, Puneet Singla, Tarunraj Singh
Multiscale Method for Hazard Map Construction. DyDESS (2014)
Elaine T. Spiller, Maria J. Bayarri, James O. Berger, Eliza S. Calder, Abani K. Patra, E. Bruce Pitman, Robert L. Wolpert
Automating Emulator Construction for Geophysical Hazard Maps. SIAM/ASA J. Uncertain. Quantification 2 (1) (2014)
Shivaswamy Rohit, Abani K. Patra, Vipin Chaudhary
Integrating data and compute-intensive workflows for uncertainty quantification in large-scale simulation: application to model-based hazard analysis. Int. J. Comput. Math. 91 (4) (2014)
Paul T. Bauman, Varun Chandola, Abani K. Patra, Matthew D. Jones
Development of a computational and data-enabled science and engineering Ph.D. program. EduHPC@SC (2014)
E. R. Stefanescu, Abani K. Patra, Marcus Bursik, Matthew D. Jones, Reza Madankan, E. Bruce Pitman, S. Pouget, Tarunraj Singh, Puneet Singla, Peter W. Webley, Don Morton
Fast Construction of Surrogates for UQ Central to DDDAS- Application to Volcanic Ash Transport. ICCS (2014)
Joseph P. White, Robert L. DeLeon, Thomas R. Furlani, Steven M. Gallo, Matthew D. Jones, Amin Ghadersohi, Cynthia D. Cornelius, Abani K. Patra, James C. Browne, William L. Barth, John L. Hammond
An Analysis of Node Sharing on HPC Clusters using XDMoD/TACC_Stats. XSEDE (2014)
Reza Madankan, S. Pouget, Puneet Singla, Marcus Bursik, Jon Dehn, Matthew D. Jones, Abani K. Patra, Michael Pavolonis, E. Bruce Pitman, Tarunraj Singh, Peter W. Webley
Computation of probabilistic hazard maps and source parameter estimation for volcanic ash transport and dispersion. J. Comput. Phys. 271 (2014)
Dinesh Kumar, Abani K. Patra, E. Bruce Pitman, H. Chi
Parallel Godunov smoothed particle hydrodynamics (SPH) with improved treatment of Boundary Conditions and an application to granular flows. Comput. Phys. Commun. 184 (10) (2013)
Charng-Da Lu, James C. Browne, Robert L. DeLeon, John L. Hammond, William L. Barth, Thomas R. Furlani, Steven M. Gallo, Matthew D. Jones, Abani K. Patra
Comprehensive job level resource usage measurement and analysis for XSEDE HPC systems. XSEDE (2013)
Thomas R. Furlani, Matthew D. Jones, Steven M. Gallo, Andrew E. Bruno, Charng-Da Lu, Amin Ghadersohi, Ryan J. Gentner, Abani K. Patra, Robert L. DeLeon, Gregor von Laszewski, Fugang Wang, Ann Zimmerman
Performance metrics and auditing framework using application kernels for high-performance computer systems. Concurr. Comput. Pract. Exp. 25 (7) (2013)
Thomas R. Furlani, Barry L. Schneider, Matthew D. Jones, John Towns, David L. Hart, Steven M. Gallo, Robert L. DeLeon, Charng-Da Lu, Amin Ghadersohi, Ryan J. Gentner, Abani K. Patra, Gregor von Laszewski, Fugang Wang, Jeffrey T. Palmer, Nikolay Simakov
Using XDMoD to facilitate XSEDE operations, planning and analysis. XSEDE (2013)
Abani K. Patra, Marcus Bursik, Jon Dehn, Matthew D. Jones, Reza Madankan, Donald J. Morton, Michael Pavolonis, E. Bruce Pitman, S. Pouget, Tarunraj Singh, Puneet Singla, E. R. Stefanescu, Peter W. Webley
Challenges in Developing DDDAS Based Methodology for Volcanic Ash Hazard Analysis - Effect of Numerical Weather Prediction Variability and Parameter Estimation. ICCS (2013)
James C. Browne, Robert L. DeLeon, Charng-Da Lu, Matthew D. Jones, Steven M. Gallo, Amin Ghadersohi, Abani K. Patra, William L. Barth, John L. Hammond, Thomas R. Furlani, Robert T. McLay
Enabling comprehensive data-driven system management for large computational facilities. SC (2013)
Shivaswamy Rohit, Abani K. Patra, Vipin Chaudhary
Large data and computation in a hazard map workflow using Hadoop and Neteeza architectures. DISCS@SC (2013)
E. Bruce Pitman, Abani K. Patra, Dinesh Kumar, Kouichi Nishimura, Jiro Komori
Two phase simulations of glacier lake outburst flows. J. Comput. Sci. 4 (1-2) (2013)
Reza Madankan, Puneet Singla, Abani K. Patra, Marcus Bursik, Jon Dehn, Matthew D. Jones, Michael Pavolonis, E. Bruce Pitman, Tarunraj Singh, Peter W. Webley
Polynomial Chaos Quadrature-based Minimum Variance Approach for Source Parameters Estimation. ICCS (2012)
Abani K. Patra, Marcus Bursik, Jon Dehn, Matthew D. Jones, Michael Pavolonis, E. Bruce Pitman, Tarunraj Singh, Puneet Singla, Peter W. Webley
A DDDAS Framework for Volcanic Ash Propagation and Hazard Analysis. ICCS (2012)
Thomas R. Furlani, Matthew D. Jones, Steven M. Gallo, Andrew E. Bruno, Charng-Da Lu, Amin Ghadersohi, Ryan J. Gentner, Abani K. Patra, Robert L. DeLeon, Gregor von Laszewski, Lizhe Wang, Ann Zimmerman
Performance metrics and auditing framework for high performance computer systems. TG (2011)
Abani K. Patra, Rob Pennington, Ed Seidel
Exascale Software: Some Questions to Drive the Development. Int. J. High Perform. Comput. Appl. 23 (4) (2009)
Maria J. Bayarri, James O. Berger, Eliza S. Calder, Keith Dalbey, Simon Lunagomez, Abani K. Patra, E. Bruce Pitman, Elaine T. Spiller, Robert L. Wolpert
Using Statistical and Computer Models to Quantify Volcanic Hazards. Technometrics 51 (4) (2009)
Kevin F. Hulme, Abani K. Patra, Nataraju Vusirikala, Robert A. Galganski, Ioannis Hatziprokopiou
Integration of Scientific Visualization With Physical and Digital Modeling for Improved Child Restraint System Safety. J. Comput. Inf. Sci. Eng. 7 (2) (2007)
Abani K. Patra, C. C. Nichita, Andrew C. Bauer, E. Bruce Pitman, Marcus Bursik, Michael F. Sheridan
Parallel adaptive discontinuous Galerkin approximation for thin layer avalanche modeling. Comput. Geosci. 32 (7) (2006)
Matthew D. Jones, E. Bruce Pitman, Abani K. Patra, Keith Dalbey, Andrew C. Bauer
Adaptive Simulation: Dynamic Data Driven Application in Geophysical Mass Flows. IPDPS (2005)
Andras Laszloffy, Jingping Long, Abani K. Patra
Simple data management, scheduling and solution strategies for managing the irregularities in parallel adaptive hp finite element simulations. Parallel Comput. 26 (13-14) (2000)
Abani K. Patra, Jingping Long, Andras Laszloffy
Efficient Parallel Adaptive Finite Element Methods Using Self-Scheduling Data and Computations. HiPC (1999)
Abani K. Patra, Andras Laszloffy, Jingping Long
A FEAPI: Adaptive Finite Elements Application Programmers Interface. PPSC (1999)
Abani K. Patra
Fast Solvers for Parallel Adaptive hp Finite Element Methods. PPSC (1997)