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Justin M. Wozniak

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

39

Venues

11

Active years

2005–2025

Best venue rank

A*

Where they publish

Papers

39 indexed papers, newest first.

YearVenueTitleAuthors
2025SCA Workflow for Error Analysis for Drug Response Prediction via Statistical Standardization and Distribution Analysis.Jake Gwinn, Justin M. Wozniak, Rajeev Jain, Yitan Zhu, Alexander Partin, Thomas S. Brettin, Rick Stevens
2024WSCDistributed Model Exploration with EMEWS.Nicholson T. Collier, Justin M. Wozniak, Arindam Fadikar, Abby Stevens, Jonathan Ozik
2021PPoPPIn-situ workflow auto-tuning through combining component models.Tong Shu, Yanfei Guo, Justin M. Wozniak, Xiaoning Ding, Ian T. Foster, Tahsin M. Kur
2021SCBootstrapping in-situ workflow auto-tuning via combining performance models of component applications.Tong Shu, Yanfei Guo, Justin M. Wozniak, Xiaoning Ding, Ian T. Foster, Tahsin M. Kur
2020CCGRIDDeepFreeze: Towards Scalable Asynchronous Checkpointing of Deep Learning Models.Bogdan Nicolae, Jiali Li, Justin M. Wozniak, George Bosilca, Matthieu Dorier, Franck Cappello
2020CLUSTERDeepClone: Lightweight State Replication of Deep Learning Models for Data Parallel Training.Bogdan Nicolae, Justin M. Wozniak, Matthieu Dorier, Franck Cappello
2020SCHigh-bypass Learning: Automated Detection of Tumor Cells That Significantly Impact Drug Response.Justin M. Wozniak, Hyun Seung Yoo, Jamaludin Mohd-Yusof, Bogdan Nicolae, Nicholson T. Collier, Jonathan Ozik, Thomas S. Brettin, Rick Stevens
2019HPDCParsl: Pervasive Parallel Programming in Python.Yadu N. Babuji, Anna Woodard, Zhuozhao Li, Daniel S. Katz, Ben Clifford, Rohan Kumar, Lukasz Lacinski, Ryan Chard, Justin M. Wozniak, Ian T. Foster, Michael Wilde, Kyle Chard
2019ICPPPerformance, Energy, and Scalability Analysis and Improvement of Parallel Cancer Deep Learning CANDLE Benchmarks.Xingfu Wu, Valerie E. Taylor, Justin M. Wozniak, Rick Stevens, Thomas S. Brettin, Fangfang Xia
2019SCUnderstanding Scalability and Fine-Grain Parallelism of Synchronous Data Parallel Training.Jiali Li, Bogdan Nicolae, Justin M. Wozniak, George Bosilca
2018SCMethodology for the Rapid Development of Scalable HPC Data Services.Matthieu Dorier, Philip H. Carns, Kevin Harms, Robert Latham, Robert B. Ross, Shane Snyder, Justin M. Wozniak, Samuel K. Gutierrez, Robert W. Robey, Brad Settlemyer, Galen M. Shipman, Jrome Soumagne, James B. Kowalkowski, Marc F. Paterno, Saba Sehrish
2018SCToward Understanding I/O Behavior in HPC Workflows.Jakob Lttgau, Shane Snyder, Philip H. Carns, Justin M. Wozniak, Julian M. Kunkel, Thomas Ludwig
2018SCPortable and Reusable Deep Learning Infrastructure with Containers to Accelerate Cancer Studies.George F. Zaki, Justin M. Wozniak, Jonathan Ozik, Nicholson T. Collier, Thomas S. Brettin, Rick Stevens
2017EuroParComputing Just What You Need: Online Data Analysis and Reduction at Extreme Scales.Ian T. Foster, Mark Ainsworth, Bryce Allen, Julie Bessac, Franck Cappello, Jong Youl Choi, Emil M. Constantinescu, Philip E. Davis, Sheng Di, Zichao Wendy Di, Hanqi Guo, Scott Klasky, Kerstin Kleese van Dam, Tahsin M. Kur, Qing Liu, Abid Malik, Kshitij Mehta, Klaus Mueller, Todd S. Munson, George Ostrouchov, Manish Parashar, Tom Peterka, Line Pouchard, Dingwen Tao, Ozan Tugluk, Stefan M. Wild, Matthew Wolf, Justin M. Wozniak, Wei Xu, Shinjae Yoo
2017SCSupporting task-level fault-tolerance in HPC workflows by launching MPI jobs inside MPI jobs.Matthieu Dorier, Justin M. Wozniak, Robert B. Ross
2016CCGRIDFlexible Data-Aware Scheduling for Workflows over an In-memory Object Store.Francisco Rodrigo Duro, Javier Garca Blas, Florin Isaila, Justin M. Wozniak, Jess Carretero, Robert B. Ross
2016WSCFrom desktop to Large-Scale Model Exploration with Swift/T.Jonathan Ozik, Nicholson T. Collier, Justin M. Wozniak, Carmine Spagnuolo
2015CLUSTERToward Interlanguage Parallel Scripting for Distributed-Memory Scientific Computing.Justin M. Wozniak, Timothy G. Armstrong, Ketan C. Maheshwari, Daniel S. Katz, Michael Wilde, Ian T. Foster
2015SCLessons Learned from Building In Situ Coupling Frameworks.Matthieu Dorier, Matthieu Dreher, Tom Peterka, Justin M. Wozniak, Gabriel Antoniu, Bruno Raffin
2015SCInterlanguage parallel scripting for distributed-memory scientific computing.Justin M. Wozniak, Timothy G. Armstrong, Ketan Maheshwari, Daniel S. Katz, Michael Wilde, Ian T. Foster
2014CCGRIDCompiler Optimization for Extreme-Scale Scripting.Timothy G. Armstrong, Justin M. Wozniak, Michael Wilde, Ian T. Foster
2014HPDCDesign and evaluation of the gemtc framework for GPU-enabled many-task computing.Scott J. Krieder, Justin M. Wozniak, Timothy G. Armstrong, Michael Wilde, Daniel S. Katz, Benjamin Grimmer, Ian T. Foster, Ioan Raicu
2014HPDCEvaluating storage systems for scientific data in the cloud.Ketan Maheshwari, Justin M. Wozniak, Hao Yang, Daniel S. Katz, Matei Ripeanu, Victor M. Zavala, Michael Wilde
2014SCCompiler Techniques for Massively Scalable Implicit Task Parallelism.Timothy G. Armstrong, Justin M. Wozniak, Michael Wilde, Ian T. Foster
2014SCPetascale Tcl with NAMD, VMD, and Swift/T.James C. Phillips, John E. Stone, Kirby L. Vandivort, Timothy G. Armstrong, Justin M. Wozniak, Michael Wilde, Klaus Schulten
2013CCGRIDEvaluating Cloud Computing Techniques for Smart Power Grid Design Using Parallel Scripting.Ketan Maheshwari, Ken Birman, Justin M. Wozniak, Devin Van Zandt
2013CCGRIDSwift/T: Large-Scale Application Composition via Distributed-Memory Dataflow Processing.Justin M. Wozniak, Timothy G. Armstrong, Michael Wilde, Daniel S. Katz, Ewing L. Lusk, Ian T. Foster
2013CLUSTEREnabling multi-task computation on Galaxy-based gateways using swift.Ketan Maheshwari, Alex A. Rodriguez, David Kelly, Ravi K. Madduri, Justin M. Wozniak, Michael Wilde, Ian T. Foster
2013HPDCMTC envelope: defining the capability of large scale computers in the context of parallel scripting applications.Zhao Zhang, Daniel S. Katz, Michael Wilde, Justin M. Wozniak, Ian T. Foster
2013PPoPPSwift/T: scalable data flow programming for many-task applications.Justin M. Wozniak, Timothy G. Armstrong, Michael Wilde, Daniel S. Katz, Ewing L. Lusk, Ian T. Foster
2013SCParallelizing the execution of sequential scripts.Zhao Zhang, Daniel S. Katz, Timothy G. Armstrong, Justin M. Wozniak, Ian T. Foster
2012SCA Case for Optimistic Coordination in HPC Storage Systems.Philip H. Carns, Kevin Harms, Dries Kimpe, Robert B. Ross, Justin M. Wozniak, Lee Ward, Matthew L. Curry, Ruth Klundt, Geoff Danielson, Cengiz Karakoyunlu, John A. Chandy, Bradley Settlemeyer, William Gropp
2012SCDesign and analysis of data management in scalable parallel scripting.Zhao Zhang, Daniel S. Katz, Justin M. Wozniak, Allan Espinosa, Ian T. Foster
2012SIGMODTurbine: a distributed-memory dataflow engine for extreme-scale many-task applications.Justin M. Wozniak, Timothy G. Armstrong, Ketan Maheshwari, Ewing L. Lusk, Daniel S. Katz, Michael Wilde, Ian T. Foster
2011UCCCoasters: Uniform Resource Provisioning and Access for Clouds and Grids.Mihael Hategan, Justin M. Wozniak, Ketan Maheshwari
2010DSNDistributed object storage rebuild analysis via simulation with GOBS.Justin M. Wozniak, Seung Woo Son, Robert B. Ross
2007CCGRIDOverdrive Controllers for Distributed Scientific Computation.Justin M. Wozniak
2005HPDCGenerosity and gluttony in GEMS: grid enabled molecular simulations.Justin M. Wozniak, Paul R. Brenner, Douglas Thain, Aaron Striegel, Jess A. Izaguirre
2005SCSeparating Abstractions from Resources in a Tactical Storage System.Douglas Thain, Sander Klous, Justin M. Wozniak, Paul R. Brenner, Aaron Striegel, Jess A. Izaguirre