Publications¶
2025¶
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Compositional Execution Motifs for Quantum-HPC Systems
Authors: Nishant Saurabh, Pradeep Mantha, Shantenu Jha, Andre Luckow
DOI: https://doi.org/10.1109/ipdpsw66978.2025.00181 -
Pilot-Quantum: A Middleware for Quantum-HPC Resource, Workload and Task Management
Authors: Pradeep Mantha, Florian J. Kiwit, Nishant Saurabh, Shantenu Jha, Andre Luckow
DOI: https://doi.org/10.1109/ccgrid64434.2025.00070 -
Scalable Runtime Architecture for Data-driven, Hybrid HPC and ML Workflow Applications
Authors: Andre Merzky, Mikhail Titov, Matteo Turilli, Ozgur Kilic, Tianle Wang, Shantenu Jha
DOI: https://doi.org/10.1109/ipdpsw66978.2025.00150 -
Adaptive Protein Design Protocols and Middleware
Authors: Aymen Alsaadi, Jonathan Ash, Mikhail Titov, Matteo Turilli, Andre Merzky, Shantenu Jha, Sagar Khare
DOI: https://doi.org/10.1109/ipdpsw66978.2025.00157 -
Comparative Performance Evaluation of Large Language Models for Extracting Molecular Interactions and Pathway Knowledge
Authors: Gilchan Park, Byung-Jun Yoon, Xihaier Luo, Vanessa López-Marrero, Shinjae Yoo, Shantenu Jha
DOI: https://doi.org/10.1089/cmb.2025.0078 -
PaleoSTeHM v1.0: a modern, scalable spatiotemporal hierarchical modeling framework for paleo-environmental data
Authors: Yucheng Lin, Robert E. Kopp, Alexander Reedy, Matteo Turilli, Shantenu Jha, Erica L. Ashe
DOI: https://doi.org/10.5194/gmd-18-2609-2025
2024¶
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Hydra: Brokering Cloud and HPC Resources to Support the Execution of Heterogeneous Workloads at Scale
Authors: Aymen Alsaadi, Shantenu Jha, Matteo Turilli
DOI: https://doi.org/10.1145/3659995.3660040 -
Quantum Mini-Apps: A Framework for Developing and Benchmarking Quantum-HPC Applications
Authors: Nishant Saurabh, Pradeep Mantha, Florian J. Kiwit, Shantenu Jha, Andre Luckow
DOI: https://doi.org/10.1145/3659996.3660036 -
PaleoSTeHM v1.0-rc: a modern, scalable spatio-temporal hierarchical modeling framework for paleo-environmental data
Authors: Yucheng Lin, Robert E. Kopp, Alexander Reedy, Matteo Turilli, Shantenu Jha, Erica L. Ashe
DOI: https://doi.org/10.5194/egusphere-2024-2183 -
An Active Learning-Based Streaming Pipeline for Reduced Data Training of Structure Finding Models in Neutron Diffractometry
Authors: Tianle Wang, Jorge Ramirez, Cristina Garcia-Cardona, Thomas Proffen, Shantenu Jha, Sudip K. Seal
DOI: https://doi.org/10.1109/bigdata62323.2024.10825990 -
Enabling Performance Observability for Heterogeneous HPC Workflows with SOMA
Authors: Dewi Yokelson, Mikhail Titov, Srinivasan Ramesh, Ozgur Kilic, Matteo Turilli, Shantenu Jha, Allen Malony
DOI: https://doi.org/10.1145/3673038.3673100 -
Workflow Mini-Apps: Portable, Scalable, Tunable & Faithful Representations of Scientific Workflows
Authors: Ozgur O. Kilic, Tianle Wang, Matteo Turilli, Mikhail Titov, Andre Merzky, Line Pouchard, Shantenu Jha
DOI: https://doi.org/10.1109/ccgrid59990.2024.00059 -
Frontiers in Scientific Workflows: Pervasive Integration With High-Performance Computing
Authors: Rafael Ferreira da Silva, Rosa M. Badia, Deborah Bard, Ian T. Foster, Shantenu Jha, Frédéric Suter
DOI: https://doi.org/10.1109/mc.2024.3401542
2023¶
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AI-coupled HPC Workflows
Authors: Shantenu Jha, Vincent Pascuzzi, Matteo Turilli
DOI: https://doi.org/10.1142/9789811265679_0028 -
A Conceptual Architecture for a Quantum-HPC Middleware
Authors: Nishant Saurabh, Shantenu Jha, Andre Luckow
DOI: https://doi.org/10.1109/qsw59989.2023.00023 -
Asynchronous Execution of Heterogeneous Tasks in ML-Driven HPC Workflows
Authors: Vincent R. Pascuzzi, Ozgur O. Kilic, Matteo Turilli, Shantenu Jha
DOI: https://doi.org/10.1007/978-3-031-43943-8_2 -
A scalable solution for running ensemble simulations for photovoltaic energy
Authors: Weiming Hu, Guido Cervone, Matteo Turilli, Andre Merzky, Shantenu Jha
DOI: https://doi.org/10.1130/2022.2558(08) -
RADICAL-Pilot and PMIx/PRRTE: Executing Heterogeneous Workloads at Large Scale on Partitioned HPC Resources
Authors: Mikhail Titov, Matteo Turilli, Andre Merzky, Thomas Naughton, Wael Elwasif, Shantenu Jha
DOI: https://doi.org/10.1007/978-3-031-22698-4_5 -
A Parallel Machine Learning Workflow for Neutron Scattering Data Analysis
Authors: Tianle Wang, Sudip K. Seal, Ramakrishnan Kannan, Cristina Garcia-Cardona, Thomas Proffen, Shantenu Jha
DOI: https://doi.org/10.1109/ipdpsw59300.2023.00133 -
Pipelines for automating compliance-based elimination and extension (PACE2): a systematic framework for high-throughput biomolecular materials simulation workflows
Authors: Srinivas C Mushnoori, Ethan Zang, Akash Banerjee, Mason Hooten, Andre Merzky, Matteo Turilli, Shantenu Jha, Meenakshi Dutt
DOI: https://doi.org/10.1088/2515-7639/ad08d0 -
Optimal decision-making in high-throughput virtual screening pipelines
Authors: Hyun-Myung Woo, Xiaoning Qian, Li Tan, Shantenu Jha, Francis J. Alexander, Edward R. Dougherty, Byung-Jun Yoon
DOI: https://doi.org/10.1016/j.patter.2023.100875
2022¶
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RAPTOR: Ravenous Throughput Computing
Authors: Andre Merzky, Matteo Turilli, Shantenu Jha
DOI: https://doi.org/10.1109/ccgrid54584.2022.00069 -
A new hourly dataset for photovoltaic energy production for the continental USA
Authors: Weiming Hu, Guido Cervone, Andre Merzky, Matteo Turilli, Shantenu Jha
DOI: https://doi.org/10.1016/j.dib.2022.107824 -
The Ghost of Performance Reproducibility Past
Authors: Srinivasan Ramesh, Mikhail Titov, Matteo Turilli, Shantenu Jha, Allen Malony
DOI: https://doi.org/10.1109/escience55777.2022.00091 -
Design and Performance Characterization of RADICAL-Pilot on Leadership-Class Platforms
Authors: Andre Merzky, Matteo Turilli, Mikhail Titov, Aymen Al-Saadi, Shantenu Jha
DOI: https://doi.org/10.1109/tpds.2021.3105994 -
RADICAL-Pilot and Parsl: Executing Heterogeneous Workflows on HPC Platforms
Authors: Aymen Alsaadi, Logan Ward, Andre Merzky, Kyle Chard, Ian Foster, Shantenu Jha, Matteo Turilli
DOI: https://doi.org/10.1109/works56498.2022.00009 -
Coupling streaming AI and HPC ensembles to achieve 100–1000× faster biomolecular simulations
Authors: Alexander Brace, Igor Yakushin, Heng Ma, Anda Trifan, Todd Munson, Ian Foster, Arvind Ramanathan, Hyungro Lee, Matteo Turilli, Shantenu Jha
DOI: https://doi.org/10.1109/ipdps53621.2022.00083
2021¶
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Dynamic and Adaptive Monitoring and Analysis for Many-task Ensemble Computing
Authors: Shantenu Jha, Allen D. Malony
DOI: https://doi.org/10.1109/cluster48925.2021.00095 -
Pilot-Edge: Distributed Resource Management Along the Edge-to-Cloud Continuum
Authors: Andre Luckow, Kartik Rattan, Shantenu Jha
DOI: https://doi.org/10.1109/ipdpsw52791.2021.00130 -
Exploring Task Placement for Edge-to-Cloud Applications using Emulation
Authors: Andre Luckow, Kartik Rattan, Shantenu Jha
DOI: https://doi.org/10.1109/icfec51620.2021.00019 -
Big PanDa Workflow Management on Titan for High Energy and Nuclear Physics and for Future Extreme Scale Scientific Application
Authors: Kaushik De, Alexei Klimentov, Shantenu Jha, Jack Wells
DOI: https://doi.org/10.2172/1765084 -
Comparing workflow application designs for high resolution satellite image analysis
Authors: Aymen Al-Saadi, Ioannis Paraskevakos, Bento Collares Gonçalves, Heather J. Lynch, Shantenu Jha, Matteo Turilli
DOI: https://doi.org/10.1016/j.future.2021.04.023 -
Adaptive Ensemble Refinement of Protein Structures in High Resolution Electron Microscopy Density Maps with Radical Augmented Molecular Dynamics Flexible Fitting
Authors: Daipayan Sarkar, Hyungro Lee, John W. Vant, Matteo Turilli, Josh V. Vermaas, Shantenu Jha, Abhishek Singharoy
DOI: https://doi.org/10.1101/2021.12.07.471672
2020¶
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Methods and Experiences for Developing Abstractions for Data-intensive, Scientific Applications
Authors: Andre Luckow, Shantenu Jha
DOI: https://doi.org/10.1109/ipdpsw50202.2020.00106 -
ICEBERG: Imagery Cyber-infrastructure and Extensible Building blocks to Enhance Research in the Geosciences. (A Research Programmer’s Perspective)
Authors: Bradley D. Spitzbart, Heather J. Lynch, Matteo Turilli, Shantenu Jha
DOI: https://doi.org/10.1145/3311790.3396640 -
Extensible and Scalable Adaptive Sampling on Supercomputers
Authors: Eugen Hruska, Vivekanandan Balasubramanian, Hyungro Lee, Shantenu Jha, Cecilia Clementi
DOI: https://doi.org/10.1021/acs.jctc.0c00991 -
Parallel performance of molecular dynamics trajectory analysis
Authors: Mahzad Khoshlessan, Ioannis Paraskevakos, Geoffrey C. Fox, Shantenu Jha, Oliver Beckstein
DOI: https://doi.org/10.1002/cpe.5789 -
Adaptive Ensemble Biomolecular Applications at Scale
Authors: Vivek Balasubramanian, Travis Jensen, Matteo Turilli, Peter Kasson, Michael Shirts, Shantenu Jha
DOI: https://doi.org/10.1007/s42979-020-0081-1 -
An ICEBERG Update and Request for Community Input
Authors: Bradley Spitzbart, Heather Lynch, Shantenu Jha, Matteo Turilli, Ioannis Paraskevakos, Aymen Alsaadi, Mark Salvatore, Samira Daneshgar Asl, Bento Goncalves, Helen Eifert, Brian Szutu
DOI: https://doi.org/10.1002/essoar.10503479.1
2019¶
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Performance Characterization and Modeling of Serverless and HPC Streaming Applications
Authors: Andre Luckow, Shantenu Jha
DOI: https://doi.org/10.1109/bigdata47090.2019.9006530 -
Learning Everywhere: A Taxonomy for the Integration of Machine Learning and Simulations
Authors: Geoffrey Fox, Shantenu Jha
DOI: https://doi.org/10.1109/escience.2019.00057 -
Understanding ML Driven HPC: Applications and Infrastructure
Authors: Shantenu Jha, Geoffrey Fox
DOI: https://doi.org/10.1109/escience.2019.00054 -
Incorporating Scientific Workflows in Computing Research Processes
Authors: Shantenu Jha, Scott Lathrop, Jarek Nabrzyski, Lavanya Ramakrishnan
DOI: https://doi.org/10.1109/mcse.2019.2917987 -
Characterizing the Performance of Executing Many-tasks on Summit
Authors: Matteo Turilli, Andre Merzky, Thomas Naughton, Wael Elwasif, Shantenu Jha
DOI: https://doi.org/10.1109/ipdrm49579.2019.00007 -
Using Pilot Systems to Execute Many Task Workloads on Supercomputers
Authors: Andre Merzky, Matteo Turilli, Manuel Maldonado, Mark Santcroos, Shantenu Jha
DOI: https://doi.org/10.1007/978-3-030-10632-4_4 -
A High-Performance Computing System for Probabilistic Weather Forecasts
Authors: Weiming Hu, Guido Cervone, Vivek Balasubramanian, Matteo Turilli, Shantenu Jha
DOI: https://doi.org/10.1002/essoar.10500383.1 -
Middleware Building Blocks for Workflow Systems
Authors: Matteo Turilli, Vivek Balasubramanian, Andre Merzky, Ioannis Paraskevakos, Shantenu Jha
DOI: https://doi.org/10.1109/mcse.2019.2920048 -
Workflow Design Analysis for High Resolution Satellite Image Analysis
Authors: Ioannis Paraskevakos, Matteo Turilli, Bento Collares Gonçalves, Heather J. Lynch, Shantenu Jha
DOI: https://doi.org/10.1109/escience.2019.00013 -
DeepDriveMD: Deep-Learning Driven Adaptive Molecular Simulations for Protein Folding
Authors: Hyungro Lee, Matteo Turilli, Shantenu Jha, Debsindhu Bhowmik, Heng Ma, Arvind Ramanathan
DOI: https://doi.org/10.1109/dls49591.2019.00007 -
Supporting High-Performance and High-Throughput Computing for Experimental Science
Authors: E. A. Huerta, Roland Haas, Shantenu Jha, Mark Neubauer, Daniel S. Katz
DOI: https://doi.org/10.1007/s41781-019-0022-7 -
CoCo-MD: A Simple and Effective Method for the Enhanced Sampling of Conformational Space
Authors: Ardita Shkurti, Ioanna Danai Styliari, Vivek Balasubramanian, Iain Bethune, Conrado Pedebos, Shantenu Jha, Charles A. Laughton
DOI: https://doi.org/10.1021/acs.jctc.8b00657 -
Computational reproducibility of scientific workflows at extreme scales
Authors: Line Pouchard, Sterling Baldwin, Todd Elsethagen, Shantenu Jha, Bibi Raju, Eric Stephan, Li Tang, Kerstin Kleese Van Dam
DOI: https://doi.org/10.1177/1094342019839124
2018¶
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Adaptive ensemble simulations of biomolecules
Authors: Peter M Kasson, Shantenu Jha
DOI: https://doi.org/10.1016/j.sbi.2018.09.005 -
Pilot-Streaming: A Stream Processing Framework for High-Performance Computing
Authors: Georgios Chantzialexiou, Andre Luckow, Shantenu Jha
DOI: https://doi.org/10.1109/escience.2018.00033 -
A Comprehensive Perspective on Pilot-Job Systems
Authors: Matteo Turilli, Mark Santcroos, Shantenu Jha
DOI: https://doi.org/10.1145/3177851 -
Building Blocks for Workflow System Middleware
Authors: Matteo Turilli, Andre Merzky, Vivek Balasubramanian, Shantenu Jha
DOI: https://doi.org/10.1109/ccgrid.2018.00051 -
HPC enabled parallel, multi-scale & mechanistic model for high shear granulation using a coupled DEM-PBM framework
Authors: Chaitanya Sampat, Yukteshwar Baranwal, Ioannis Paraskevakos, Shantenu Jha, Marianthi Ierapetritou, Rohit Ramachandran
DOI: https://doi.org/10.1016/b978-0-444-64241-7.50238-x -
Concurrent and Adaptive Extreme Scale Binding Free Energy Calculations
Authors: Jumana Dakka, Kristof Farkas-Pall, Matteo Turilli, David W. Wright, Peter V. Coveney, Shantenu Jha
DOI: https://doi.org/10.1109/escience.2018.00034 -
Modeling Impact of Execution Strategies on Resource Utilization
Authors: Alexey Poyda, Mikhail Titov, Alexei Klimentov, Jack Wells, Sarp Oral, Kaushik De, Danila Oleynik, Shantenu Jha
DOI: https://doi.org/10.1109/escience.2018.00085 -
A parallel unidirectional coupled DEM-PBM model for the efficient simulation of computationally intensive particulate process systems
Authors: Chaitanya Sampat, Franklin Bettencourt, Yukteshwar Baranwal, Ioannis Paraskevakos, Anik Chaturbedi, Subhodh Karkala, Shantenu Jha, Rohit Ramachandran, Marianthi Ierapetritou
DOI: https://doi.org/10.1016/j.compchemeng.2018.08.006 -
Task-parallel Analysis of Molecular Dynamics Trajectories
Authors: Ioannis Paraskevakos, Andre Luckow, Mahzad Khoshlessan, George Chantzialexiou, Thomas E. Cheatham, Oliver Beckstein, Geoffrey C. Fox, Shantenu Jha
DOI: https://doi.org/10.1145/3225058.3225128 -
Harnessing the Power of Many: Extensible Toolkit for Scalable Ensemble Applications
Authors: Vivek Balasubramanian, Matteo Turilli, Weiming Hu, Matthieu Lefebvre, Wenjie Lei, Ryan Modrak, Guido Cervone, Jeroen Tromp, Shantenu Jha
DOI: https://doi.org/10.1109/ipdps.2018.00063 -
High-throughput binding affinity calculations at extreme scales
Authors: Jumana Dakka, Matteo Turilli, David W. Wright, Stefan J. Zasada, Vivek Balasubramanian, Shunzhou Wan, Peter V. Coveney, Shantenu Jha
DOI: https://doi.org/10.1186/s12859-018-2506-6 -
A Systematic Framework for Data Management and Integration in a Continuous Pharmaceutical Manufacturing Processing Line
Authors: Huiyi Cao, Srinivas Mushnoori, Barry Higgins, Chandrasekhar Kollipara, Adam Fermier, Douglas Hausner, Shantenu Jha, Ravendra Singh, Marianthi Ierapetritou, Rohit Ramachandran
DOI: https://doi.org/10.3390/pr6050053 -
Enabling Trade-offs Between Accuracy and Computational Cost: Adaptive Algorithms to Reduce Time to Clinical Insight
Authors: Jumana Dakka, Kristof Farkas-Pall, Vivek Balasubramanian, Matteo Turilli, Shunzhou Wan, David W. Wright, Stefan Zasada, Peter V. Coveney, Shantenu Jha
DOI: https://doi.org/10.1109/ccgrid.2018.00005
2017¶
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Conceptualizing a Computing Platform for Science Beyond 2020: To Cloudify HPC, or HPCify Clouds?
Authors: Geoffrey Fox, Shantenu Jha
DOI: https://doi.org/10.1109/cloud.2017.120 -
AIMES Final Technical Report
Authors: Shantenu Jha, ,
DOI: https://doi.org/10.2172/1350148 -
Parallel Analysis in MDAnalysis using the Dask Parallel Computing Library
Authors: Mahzad Khoshlessan, Ioannis Paraskevakos, Shantenu Jha, Oliver Beckstein
DOI: https://doi.org/10.25080/shinma-7f4c6e7-00a -
Exploring the Use of Hybrid HPC-Grids/Clouds Infrastru and Engineering
Authors: Hyunjoo Kim, Yaakoub El-Khamra, Shantenu Jha, Manish Parashar
DOI: https://doi.org/10.1201/b11149-25 -
Hacking at the Divide Between Polar Science and HPC: Using Hackathons as Training Tools
Authors: Jane Wyngaard, Heather Lynch, Jaroslaw Nabrzyski, Allen Pope, Shantenu Jha
DOI: https://doi.org/10.1109/ipdpsw.2017.177 -
Introducing distributed dynamic data‐intensive (D3) science: Understanding applications and infrastructure
Authors: Shantenu Jha, Daniel S. Katz, Andre Luckow, Neil Chue Hong, Omer Rana, Yogesh Simmhan
DOI: https://doi.org/10.1002/cpe.4032 -
Evaluating Distributed Execution of Workloads
Authors: Matteo Turilli, Yadu Nand Babuji, Andre Merzky, Ming Tai Ha, Michael Wilde, Daniel S. Katz, Shantenu Jha
DOI: https://doi.org/10.1109/escience.2017.41 -
High-Throughput Computing on High-Performance Platforms: A Case Study
Authors: Danila Oleynik, Sergey Panitkin, Matteo Turilli, Alessio Angius, Sarp Oral, Kaushik De, Alexei Klimentov, Jack C. Wells, Shantenu Jha
DOI: https://doi.org/10.1109/escience.2017.43
2016¶
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Synapse: Synthetic Application Profiler and Emulator
Authors: Andre Merzky, Shantenu Jha
DOI: https://doi.org/10.1109/ipdpsw.2016.168 -
STREAM2016: Streaming Requirements, Experience, Applications and Middleware Workshop
Authors: Geoffrey Fox, Shantenu Jha, Lavanya Ramakrishnan
DOI: https://doi.org/10.2172/1344785 -
Hadoop on HPC: Integrating Hadoop and Pilot-Based Dynamic Resource Management
Authors: Andre Luckow, Ioannis Paraskevakos, George Chantzialexiou, Shantenu Jha
DOI: https://doi.org/10.1109/ipdpsw.2016.166 -
Ensemble Toolkit: Scalable and Flexible Execution of Ensembles of Tasks
Authors: Vivekanandan Balasubramanian, Antons Treikalis, Ole Weidner, Shantenu Jha
DOI: https://doi.org/10.1109/icpp.2016.59 -
Application skeletons: Construction and use in eScience
Authors: Daniel S. Katz, Andre Merzky, Zhao Zhang, Shantenu Jha
DOI: https://doi.org/10.1016/j.future.2015.10.001 -
Big Data, Simulations and HPC Convergence
Authors: Geoffrey Fox, Judy Qiu, Shantenu Jha, Saliya Ekanayake, Supun Kamburugamuve
DOI: https://doi.org/10.1007/978-3-319-49748-8_1 -
Application Skeleton: Generating Synthetic Applications for Infrastructure Research
Authors: Zhao Zhang, Daniel S. Katz, Andre Merzky, Matteo Turilli, Shantenu Jha, Yadu Nand
DOI: https://doi.org/10.21105/joss.00017 -
RepEx: A Flexible Framework for Scalable Replica Exchange Molecular Dynamics Simulations
Authors: Antons Treikalis, Andre Merzky, Haoyuan Chen, Tai-Sung Lee, Darrin M. York, Shantenu Jha
DOI: https://doi.org/10.1109/icpp.2016.78 -
A Scalable Pipeline for Transcriptome Profiling Tasks with On-Demand Computing Clouds
Authors: Shayan Shams, Nayong Kim, Xiandong Meng, Ming Tai Ha, Shantenu Jha, Zhong Wang, Joohyun Kim
DOI: https://doi.org/10.1109/ipdpsw.2016.129 -
ExTASY: Scalable and flexible coupling of MD simulations and advanced sampling techniques
Authors: Vivekanandan Balasubramanian, Iain Bethune, Ardita Shkurti, Elena Breitmoser, Eugen Hruska, Cecilia Clementi, Charles Laughton, Shantenu Jha
DOI: https://doi.org/10.1109/escience.2016.7870921 -
Integrating Abstractions to Enhance the Execution of Distributed Applications
Authors: Matteo Turilli, Feng Liu, Zhao Zhang, Andre Merzky, Michael Wilde, Jon Weissman, Daniel S. Katz, Shantenu Jha
DOI: https://doi.org/10.1109/ipdps.2016.64
2015¶
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Session details: Session 3
Authors: Shantenu Jha
DOI: https://doi.org/10.1145/3261037 -
SAGA: A standardized access layer to heterogeneous Distributed Computing Infrastructure
Authors: Andre Merzky, Ole Weidner, Shantenu Jha
DOI: https://doi.org/10.1016/j.softx.2015.03.001 -
Pilot-Data: An abstraction for distributed data
Authors: Andre Luckow, Mark Santcroos, Ashley Zebrowski, Shantenu Jha
DOI: https://doi.org/10.1016/j.jpdc.2014.09.009 -
HPC-ABDS High Performance Computing Enhanced Apache Big Data Stack
Authors: Geoffrey C. Fox, Judy Qiu, Supun Kamburugamuve, Shantenu Jha, Andre Luckow
DOI: https://doi.org/10.1109/ccgrid.2015.122 -
Characterization of the Three-Dimensional Free Energy Manifold for the Uracil Ribonucleoside from Asynchronous Replica Exchange Simulations
Authors: Brian K. Radak, Melissa Romanus, Tai-Sung Lee, Haoyuan Chen, Ming Huang, Antons Treikalis, Vivekanandan Balasubramanian, Shantenu Jha, Darrin M. York
DOI: https://doi.org/10.1021/ct500776j
2014¶
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Gateways to high-perfomance and distributed computing resources for global health challenges
Authors: Sandra Gesing, Jarek Nabrzyski, Shantenu Jha
DOI: https://doi.org/10.1109/ihtc.2014.7147530 -
Comparative analysis of nucleotide translocation through protein nanopores using steered molecular dynamics and an adaptive biasing force
Authors: Hugh S. C. Martin, Shantenu Jha, Peter V. Coveney
DOI: https://doi.org/10.1002/jcc.23525 -
Towards an Understanding of Facets and Exemplars of Big Data Applications
Authors: Geoffrey C. Fox, Shantenu Jha, Judy Qiu, Andre Luckow
DOI: https://doi.org/10.1145/2737909.2737912 -
A Tale of Two Data-Intensive Paradigms: Applications, Abstractions, and Architectures
Authors: Shantenu Jha, Judy Qiu, Andre Luckow, Pradeep Mantha, Geoffrey C. Fox
DOI: https://doi.org/10.1109/bigdata.congress.2014.137 -
Numerical methodologies for investigation of moderate-velocity flow using a hybrid computational fluid dynamics — molecular dynamics simulation approach
Authors: Soon-Heum Ko, Nayong Kim, Shantenu Jha, Dimitris E. Nikitopoulos, Dorel Moldovan
DOI: https://doi.org/10.1007/s12206-013-0962-5 -
Computing Clinically Relevant Binding Free Energies of HIV-1 Protease Inhibitors
Authors: David W. Wright, Benjamin A. Hall, Owain A. Kenway, Shantenu Jha, Peter V. Coveney
DOI: https://doi.org/10.1021/ct4007037 -
Developing eThread Pipeline Using SAGA-Pilot Abstraction for Large-Scale Structural Bioinformatics
Authors: Anjani Ragothaman, Sairam Chowdary Boddu, Nayong Kim, Wei Feinstein, Michal Brylinski, Shantenu Jha, Joohyun Kim
DOI: https://doi.org/10.1155/2014/348725
2013¶
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Advancing next‐generation sequencing data analytics with scalable distributed infrastructure
Authors: Joohyun Kim, Sharath Maddineni, Shantenu Jha
DOI: https://doi.org/10.1002/cpe.3013 -
The Impact of a Ligand Binding on Strand Migration in the SAM-I Riboswitch
Authors: Wei Huang, Joohyun Kim, Shantenu Jha, Fareed Aboul-ela
DOI: https://doi.org/10.1371/journal.pcbi.1003069 -
Scalable online comparative genomics of mononucleosomes
Authors: Jack A. Smith, Melissa Romanus, Pradeep Kumar Mantha, Yaakoub El Khamra, Thomas C. Bishop, Shantenu Jha
DOI: https://doi.org/10.1145/2484762.2484819
2012¶
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Pilot-MapReduce
Authors: Pradeep Kumar Mantha, Andre Luckow, Shantenu Jha
DOI: https://doi.org/10.1145/2287016.2287020 -
Distributed Application Runtime Environment (DARE): A Standards-based Middleware Framework for Science-Gateways
Authors: Sharath Maddineni, Joohyun Kim, Yaakoub El-Khamra, Shantenu Jha
DOI: https://doi.org/10.1007/s10723-012-9244-1 -
Conformational Heterogeneity of the SAM-I Riboswitch Transcriptional ON State: A Chaperone-Like Role for S-Adenosyl Methionine
Authors: Wei Huang, Joohyun Kim, Shantenu Jha, Fareed Aboul-ela
DOI: https://doi.org/10.1016/j.jmb.2012.02.019 -
Corrigendum to “Conformational Heterogeneity of the SAM-I Riboswitch Transcriptional ON State: A Chaperone-Like Role for S-Adenosyl Methionine” [J. Mol. Biol. 418 (2012) 331–349]
Authors: Wei Huang, Joohyun Kim, Shantenu Jha, Fareed Aboul-ela
DOI: https://doi.org/10.1016/j.jmb.2012.05.002 -
Pilot abstractions for compute, data, and network
Authors: Mark Santcroos, Silvia Delgado Olabarriaga, Daniel S. Katz, Shantenu Jha
DOI: https://doi.org/10.1109/escience.2012.6404459 -
Understanding mapreduce-based next-generation sequencing alignment on distributed cyberinfrastructure
Authors: Pradeep Kumar Mantha, Nayong Kim, Andre Luckow, Joohyun Kim, Shantenu Jha
DOI: https://doi.org/10.1145/2483954.2483957 -
Quantized Water Access to the HIV-1 Protease Active Site as a Proposed Mechanism for Cooperative Mutations in Drug Affinity
Authors: Benjamin A. Hall, David W. Wright, Shantenu Jha, Peter V. Coveney
DOI: https://doi.org/10.1021/bi300432u -
Running many molecular dynamics simulations on many supercomputers
Authors: Rajib Mukherjee, Abhinav Thota, Hideki Fujioka, Thomas C. Bishop, Shantenu Jha
DOI: https://doi.org/10.1145/2335755.2335787 -
Towards a common model for pilot-jobs
Authors: Andre Luckow, Mark Santcroos, Ole Weidner, Andre Merzky, Sharath Maddineni, Shantenu Jha
DOI: https://doi.org/10.1145/2287076.2287094 -
P∗: A model of pilot-abstractions
Authors: Andre Luckow, Mark Santcroos, Andre Merzky, Ole Weidner, Pradeep Mantha, Shantenu Jha
DOI: https://doi.org/10.1109/escience.2012.6404423 -
Distributed computing practice for large‐scale science and engineering applications
Authors: Shantenu Jha, Murray Cole, Daniel S. Katz, Manish Parashar, Omer Rana, Jon Weissman
DOI: https://doi.org/10.1002/cpe.2897 -
Multi-species Fluid Flow Simulations Using a Hybrid Computational Fluid Dynamics - Molecular Dynamics Approach
Authors: Nayong Kim, Soon-Heum Ko, Shantenu Jha, Brian Novak, Dorel Moldovan, Dimitris Nikitopoulos
DOI: https://doi.org/10.2514/6.2012-3157 -
FutureGrid education
Authors: Jerome E. Mitchell, Judy Qiu, Massimo Canonio, Shantenu Jha, Linda Hayden, Barbara Ann O'Leary, Renato Figueiredo, Geoffrey Fox
DOI: https://doi.org/10.1145/2335755.2335859 -
The anatomy of successful ECSS projects
Authors: Melissa Romanus, Pradeep Kumar Mantha, Matt McKenzie, Thomas C. Bishop, Emilio Gallichio, Andre Merzky, Yaakoub El Khamra, Shantenu Jha
DOI: https://doi.org/10.1145/2335755.2335843
2011¶
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Building gateways for life-science applications using the dynamic application runtime environment (DARE) framework
Authors: Joohyun Kim, Sharath Maddineni, Shantenu Jha
DOI: https://doi.org/10.1145/2016741.2016782 -
Efficient large-scale replica-exchange simulations on production infrastructure
Authors: Abhinav Thota, André Luckow, Shantenu Jha
DOI: https://doi.org/10.1098/rsta.2011.0151 -
Characterizing deep sequencing analytics using BFAST
Authors: Joohyun Kim, Sharath Maddineni, Shantenu Jha
DOI: https://doi.org/10.1145/1996023.1996027 -
Numerical Experiments of Solving Moderate-Velocity Flow Field Using a Hybrid CFD-MD Approach
Authors: Soon-Heum Ko, Nayong Kim, Shantenu Jha
DOI: https://doi.org/10.1115/ajk2011-01021 -
Understanding application-level interoperability: Scaling-out MapReduce over high-performance grids and clouds
Authors: Saurabh Sehgal, Miklos Erdelyi, Andre Merzky, Shantenu Jha
DOI: https://doi.org/10.1016/j.future.2010.11.001 -
Exploring the Use of Hybrid HPC-Grids/Clouds Infrastructure for Science and Engineering
Authors: Hyunjoo Kim, Yaakoub El-Khamra, Shantenu Jha, Manish Parashar
DOI: https://doi.org/10.1201/b11149-29 -
Application-Level Interoperability Across Grids and Clouds
Authors: Shantenu Jha, Andre Luckow, Andre Merzky, Miklos Erdely, Saurabh Sehgal
DOI: https://doi.org/10.1007/978-0-85729-049-6_9 -
Energy landscape analysis for regulatory RNA finding using scalable distributed cyberinfrastructure
Authors: Joohyun Kim, Wei Huang, Sharath Maddineni, Fareed Aboul‐ela, Shantenu Jha
DOI: https://doi.org/10.1002/cpe.1796 -
Understanding Scientific Applications for Cloud Environments
Authors: Shantenu Jha, Daniel S. Katz, Andre Luckow, Andre Merzky, Katerina Stamou
DOI: https://doi.org/10.1002/9780470940105.ch13 -
Autonomic Management of Application Workflows on Hybrid Computing Infrastructure
Authors: Hyunjoo Kim, Yaakoub el-Khamra, Ivan Rodero, Shantenu Jha, Manish Parashar
DOI: https://doi.org/10.1155/2011/940242 -
Using the TeraGrid to teach scientific computing
Authors: Frank Löffler, Gabrielle Allen, Werner Benger, Andrei Hutanu, Shantenu Jha, Erik Schnetter
DOI: https://doi.org/10.1145/2016741.2016800 -
A practical and comprehensive graduate course preparing students for research involving scientific computing
Authors: Gabrielle Allen, Werner Benger, Andrei Hutanu, Shantenu Jha, Frank Löffler, Erik Schnetter
DOI: https://doi.org/10.1016/j.procs.2011.04.210 -
Towards high-throughput, high-performance computational estimation of binding affinities for patient specific HIV-1 protease sequences
Authors: Owain Kenway, David W. Wright, Helmut Heller, Andre Merzky, Gavin Pringle, Jules Wolfrat, Peter Coveney, Shantenu Jha
DOI: https://doi.org/10.1145/2016741.2016746
2010¶
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Abstractions for Loosely-Coupled and Ensemble-Based Simulations on Azure
Authors: Andre Luckow, Shantenu Jha
DOI: https://doi.org/10.1109/cloudcom.2010.85 -
Self-adaptive Architectures for Autonomic Computational Science
Authors: Shantenu Jha, Manish Parashar, Omer Rana
DOI: https://doi.org/10.1007/978-3-642-14412-7_9 -
SAGA BigJob: An Extensible and Interoperable Pilot-Job Abstraction for Distributed Applications and Systems
Authors: André Luckow, Lukasz Lacinski, Shantenu Jha
DOI: https://doi.org/10.1109/ccgrid.2010.91 -
Exploring application and infrastructure adaptation on hybrid grid-cloud infrastructure
Authors: Hyunjoo Kim, Yaakoub el-Khamra, Shantenu Jha, Manish Parashar
DOI: https://doi.org/10.1145/1851476.1851536 -
Modelling data-driven CO 2 sequestration using distributed HPC cyberinfrastructure
Authors: Yaakoub el-Khamra, Shantenu Jha, Christopher D. White
DOI: https://doi.org/10.1145/1838574.1838580 -
Understanding performance of distributed data-intensive applications
Authors: Christopher Miceli, Michael Miceli, Bety Rodriguez-Milla, Shantenu Jha
DOI: https://doi.org/10.1098/rsta.2010.0168 -
Exploring the Performance Fluctuations of HPC Workloads on Clouds
Authors: Yaakoub El-Khamra, Hyunjoo Kim, Shantenu Jha, Manish Parashar
DOI: https://doi.org/10.1109/cloudcom.2010.84 -
Efficient Runtime Environment for Coupled Multi-physics Simulations: Dynamic Resource Allocation and Load-Balancing
Authors: Soon-Heum Ko, Nayong Kim, Joohyun Kim, Abhinav Thota, Shantenu Jha
DOI: https://doi.org/10.1109/ccgrid.2010.107 -
GRENDL
Authors: Stephen David Beck, Shantenu Jha, Brygg Ullmer, Chris Branton, Sharath Maddineni
DOI: https://doi.org/10.1145/1836845.1836936 -
Exploring the RNA folding energy landscape using scalable distributed cyberinfrastructure
Authors: Joohyun Kim, Wei Huang, Sharath Maddineni, Fareed Aboul-ela, Shantenu Jha
DOI: https://doi.org/10.1145/1851476.1851546 -
Science on the TeraGrid
Authors: Daniel S. Katz, Scott Callaghan, Robert Harkness, Shantenu Jha, Krzysztof Kurowski, Steven Manos, Sudhakar Pamidighantam, Marlon Pierce, Beth Plale, Carol Song, John Towns
DOI: https://doi.org/10.12921/cmst.2010.si.01.81-97
2009¶
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Developing autonomic distributed scientific applications
Authors: Yaakoub El-Khamra, Shantenu Jha
DOI: https://doi.org/10.1145/1555301.1555304 -
Using clouds to provide grids with higher levels of abstraction and explicit support for usage modes
Authors: Shantenu Jha, Andre Merzky, Geoffrey Fox
DOI: https://doi.org/10.1002/cpe.1406 -
Application Level Interoperability between Clouds and Grids
Authors: Andre Merzky, Katerina Stamou, Shantenu Jha
DOI: https://doi.org/10.1109/gpc.2009.17 -
Investigating autonomic behaviours in grid-basedcomputational science applications
Authors: Shantenu Jha, Manish Parashar, Omer Rana
DOI: https://doi.org/10.1145/1555301.1555305 -
Developing Scientific Applications with Loosely-Coupled Sub-tasks
Authors: Shantenu Jha, Yaakoub El-Khamra, Joohyun Kim
DOI: https://doi.org/10.1007/978-3-642-01970-8_63 -
Novel submission modes for tightly coupled jobs across distributed resources for reduced time-to-solution
Authors: Promita Chakraborty, Shantenu Jha, Daniel S. Katz
DOI: https://doi.org/10.1098/rsta.2009.0054 -
Introduction
Authors: Domenico Talia, Jason Maassen, Fabrice Huet, Shantenu Jha
DOI: https://doi.org/10.1007/978-3-642-03869-3_59 -
An Autonomic Approach to Integrated HPC Grid and Cloud Usage
Authors: Hyunjoo Kim, Yaakoub el-Khamra, Shantenu Jha, Manish Parashar
DOI: https://doi.org/10.1109/e-science.2009.58 -
A mechanism for S-adenosyl methionine assisted formation of a riboswitch conformation: a small molecule with a strong arm
Authors: Wei Huang, Joohyun Kim, Shantenu Jha, Fareed Aboul-ela
DOI: https://doi.org/10.1093/nar/gkp664 -
A Fresh Perspective on Developing and Executing DAG-Based Distributed Applications: A Case-Study of SAGA-Based Montage
Authors: Andre Merzky, Katerina Stamou, Shantenu Jha, Daniel S. Katz
DOI: https://doi.org/10.1109/e-science.2009.40 -
Adaptive distributed replica–exchange simulations
Authors: Andre Luckow, Shantenu Jha, Joohyun Kim, Andre Merzky, Bettina Schnor
DOI: https://doi.org/10.1098/rsta.2009.0051 -
Programming Abstractions for Data Intensive Computing on Clouds and Grids
Authors: Chris Miceli, Michael Miceli, Shantenu Jha, Hartmut Kaiser, Andre Merzky
DOI: https://doi.org/10.1109/ccgrid.2009.87 -
Dynamics differences of SAM‐I riboswitch aptamer between SAM bound and without SAM: insight into conformational rearrangement
Authors: Wei Huang, Fareed Aboul‐ela, Joohyun Kim, Shantenu Jha, Vamsi Boyapati
DOI: https://doi.org/10.1096/fasebj.23.1_supplement.842.1 -
Abstractions for Distributed Systems (DPA 2008)
Authors: Shantenu Jha, Dan Katz, Manish Parashar, Omer Rana, Murray Cole
DOI: https://doi.org/10.1007/978-3-642-00955-6_45 -
Critical perspectives on large-scale distributed applications and production Grids
Authors: Shantenu Jha, Daniel S. Katz, Manish Parashar, Omer Rana, Jon Weissman
DOI: https://doi.org/10.1109/grid.2009.5353064 -
Determination of Free Energy Profiles for the Translocation of Polynucleotides through α-Hemolysin Nanopores using Non-Equilibrium Molecular Dynamics Simulations
Authors: Hugh S. C. Martin, Shantenu Jha, Stefan Howorka, Peter V. Coveney
DOI: https://doi.org/10.1021/ct9000894 -
An innovative application execution toolkit for multicluster grids
Authors: Zhifeng Yun, Zhou Lei, Gabrielle Allen, Daniel S. Katz, Tevfik Kosar, Shantenu Jha, Jagannathan Ramanujam
DOI: https://doi.org/10.1109/clustr.2009.5289121
2008¶
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Session details: Lessons and visions
Authors: Shantenu Jha
DOI: https://doi.org/10.1145/3247055 -
Design and performance analysis of a distributed HPC molecular dynamics code on distributed resources
Authors: Promita Chakraborty, Shantenu Jha
DOI: https://doi.org/10.1145/1341811.1341835 -
Distributed Replica-Exchange Simulations on Production Environments Using SAGA and Migol
Authors: André Luckow, Shantenu Jha, Joohyun Kim, Andre Merzky, Bettina Schnor
DOI: https://doi.org/10.1109/escience.2008.20
2007¶
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Grid Interoperability at the Application Level Using SAGA
Authors: Shantenu Jha, Hartmut Kaiser, Andre Merzky, Ole Weidner
DOI: https://doi.org/10.1109/e-science.2007.39 -
Design and Implementation of Network Performance Aware Applications Using SAGA and Cactus
Authors: Shantenu Jha, Hartmut Kaiser, Yaakoub El Khamra, Ole Weidner
DOI: https://doi.org/10.1109/e-science.2007.28 -
Rapid, Accurate, and Precise Calculation of Relative Binding Affinities for the SH2 Domain Using a Computational Grid
Authors: Philip W. Fowler, Sebastien Geroult, Shantenu Jha, Gabriel Waksman, Peter V. Coveney
DOI: https://doi.org/10.1021/ct6003017 -
NEKTAR, SPICE and Vortonics: using federated grids for large scale scientific applications
Authors: Bruce Boghosian, Peter Coveney, Suchuan Dong, Lucas Finn, Shantenu Jha, George Karniadakis, Nicholas Karonis
DOI: https://doi.org/10.1007/s10586-007-0029-4
2006¶
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Funders with money to spare could just pay more
Authors: Shantenu Jha
DOI: https://doi.org/10.1038/443394c -
Using Lambda Networks to Enhance Performance of Interactive Large Simulations
Authors: Matt Harvey, Shantenu Jha, Mary-ann Thyveetil, Peter Coveney
DOI: https://doi.org/10.1109/e-science.2006.261124 -
SAGA: A Simple API for Grid Applications. High-level application programming on the Grid
Authors: Tom Goodale, Shantenu Jha, Hartmut Kaiser, Thilo Kielmann, Pascal Kleijer, Gregor von Laszewski, Craig Lee, Andre Merzky, Hrabri Rajic, John Shalf
DOI: https://doi.org/10.12921/cmst.2006.12.01.07-20
2005¶
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Grid-based steered thermodynamic integration accelerates the calculation of binding free energies
Authors: Philip W Fowler, Shantenu Jha, Peter V Coveney
DOI: https://doi.org/10.1098/rsta.2005.1625 -
Force field validation for nucleic acid simulations: Comparing energies and dynamics of a DNA dodecamer
Authors: Shantenu Jha, Peter V. Coveney, Charles A. Laughton
DOI: https://doi.org/10.1002/jcc.20300