MP
Michael E. Papka
cs.DCcs.AIcs.LGcs.PFcs.HCcs.CEComputer Graphicscs.ARcs.CLcs.CV
On Valency
published · living versionsW_3mbhnbfv·v1 · currentpublished
Query-based Submodular Data Selection for Efficient Instruction Tuning
with Zhenghao Zhao, Yasutomo Kawanishi, Huihuo Zheng, Yan Yan
1 version
W_96wb72ez·v1published
Preprints & journals
60 papers in the corpus · 2005–2026SafeWall: A Risk-Aware Job Walltime Recommendation for HPC Scheduling2610.26577v1 · Kanglin Xu, Michael Papka, Zhiling Lan2026 · 0 citationsarXivon Valency
CQTwin: A Digital-Twin Toolkit for Operational Analytics of HPC Schedulers2610.26609v1 · Kanglin Xu, Yash Kurkure, Yihe Zhang et al.2026 · 0 citationsarXivon Valency
BitIR: Cross-Architecture Fault Injection for Resilience Analysis of Heterogeneous GPU Applications2610.04037v1 · Maisy Dunlavy, Michael Papka, Zhiling Lan2026 · 0 citationsarXiv
Object Model Analysis of a Supercomputer with Digital Twin2609.13571v1 · Shilpika Shilpika, George K. Thiruvathukal, Venkatram Vishwanath et al.2026 · 0 citationsarXiv
Report of the 2026 Workshop on Next-Generation Ecosystems for Scientific Computing: Harnessing Community, Software, and AI for Cross-Disciplinary Team Science2608.26519v2 · Lois Curfman McInnes, Dorian Arnold, Prasanna Balaprakash et al.2026 · 0 citationsarXiv
Cross-Platform Benchmark of Neural 3D Reconstruction for Autonomous Laboratory Robots2608.26383v1 · Yongho Kim, Mengjiao Han, Victor Mateevitsi et al.2026 · 0 citationsarXiv
MARS: A Monte Carlo Tree Search-based Adaptive and Responsive Scheduler2608.06629v1 · Yash Kurkure, Yihe Zhang, Zhiling Lan et al.2026 · 0 citationsarXiv
Probabilistic Attribution For Large Language Models2605.21726v1 · Shilpika Shilpika, Carlo Graziani, Bethany Lusch et al.2026 · 0 citationsarXiv
EcoShift: Performance-Aware Power Management for Power-Constrained Heterogeneous Systems2604.17635v1 · Zhong Zheng, Michael E. Papka, Zhiling Lan2026 · 0 citationsarXiv
Towards Energy Efficient Co-Scheduling in HPC2604.17640v1 · Zhong Zheng, Michael E. Papka, Zhiling Lan2026 · 0 citationsarXiv
Understanding Large-Scale HPC System Behavior Through Cluster-Based Visual Analytics2604.11965v1 · Allison Austin, Shilpika, Yan To Linus Lam et al.2026 · 0 citationsarXiv
L-VISP: LSTM Visualization for Interpretable Symptom Prediction in Patient Cohorts.42577918 · Floricel, C, Wang, Y, Wentzel, A et al.2026 · 0 citationsComputer graphics forum : journal of the European Association for Computer Graphics. 2026
A Real-Time Digital Twin for Adaptive Scheduling2512.18894v1 · Yihe Zhang, Yash Kurkure, Yiheng Tao et al.2025 · 0 citationsarXiv
FIRST: Federated Inference Resource Scheduling Toolkit for Scientific AI Model Access2510.13724v1 · Aditya Tanikanti, Benoit Cot'e, Yanfei Guo et al.2025 · 5 citationsSC Workshops '25, Proceedings of the SC '25 Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis, ACM, pp. 52-60, 2025
Report of the 2025 Workshop on Next-Generation Ecosystems for Scientific Computing: Harnessing Community, Software, and AI for Cross-Disciplinary Team Science2510.03413v2 · Lois Curfman McInnes, Dorian Arnold, Prasanna Balaprakash et al.2025 · 1 citationarXiv
Ranking Before Serving: Low-Latency LLM Serving via Pairwise Learning-to-Rank2510.03243v3 · Yiheng Tao, Yihe Zhang, Matthew Dearing et al.2025 · 0 citationsISC High Performance 2026 Research Paper Proceedings (41st International Conference), Hamburg, Germany, 2026
Distributed 3D Gaussian Splatting for High-Resolution Isosurface Visualization2509.12138v1 · Mengjiao Han, Andres Sewell, Joseph Insley et al.2025 · 0 citationsSuper Computing 2025 Research Poster
Aurora: Architecting Argonne's First Exascale Supercomputer for Accelerated Scientific Discovery2509.08207v2 · William E. Allcock, Benjamin S. Allen, James Anchell et al.2025 · 0 citationsarXiv
Toward Distributed 3D Gaussian Splatting for High-Resolution Isosurface Visualization2509.05216v1 · Mengjiao Han, Andres Sewell, Joseph Insley et al.2025 · 2 citationsIEEE eScience 2025 Poster
Distributed Neural Representation for Reactive In Situ Visualization.39115992 · Wu, Qi, Insley, Joseph A, Mateevitsi, Victor A et al.2025 · 8 citationsIEEE transactions on visualization and computer graphics. 2025;31(9):5199-5214
Coordinated Power Management on Heterogeneous Systems2508.07605v3 · Zhong Zheng, Zhiling Lan, Xingfu Wu et al.2025 · 0 citationsarXiv
HiPerRAG: High-Performance Retrieval Augmented Generation for Scientific Insights2505.04846v1 · Ozan Gokdemir, Carlo Siebenschuh, Alexander Brace et al.2025 · 8 citationsarXiv
Exploring Uncore Frequency Scaling for Heterogeneous Computing2502.03796v1 · Zhong Zheng, Seyfal Sultanov, Michael E. Papka et al.2025 · 0 citationsarXiv
An Incremental Multi-Level, Multi-Scale Approach to Assessment of Multifidelity HPC Systems2501.17796v1 · Shilpika Shilpika, Bethany Lusch, Venkatram Vishwanath et al.2025 · 1 citationarXiv
Deciphering boundary layer dynamics in high-Rayleigh-number convection using 3360 GPUs and a high-scaling in-situ workflow2501.13240v1 · Mathis Bode, Damian Alvarez, Paul Fischer et al.2025 · 0 citationsarXiv
More for Less: Integrating Capability-Predominant and Capacity-Predominant Computing2501.12464v1 · Zhong Zheng, Michael E. Papka, Zhiling Lan2025 · 0 citationsarXiv
Trust Your Gut: Comparing Human and Machine Inference from Noisy Visualizations.39259631 · Koonchanok, Ratanond, Papka, Michael E, Reda, Khairi2025 · 0 citationsIEEE transactions on visualization and computer graphics. 2025;31(1):754-764
2023 IEEE Scientific Visualization Contest Winner: VisAnywhere: Developing Multiplatform Scientific Visualization Applications.39146171 · Marrinan, Thomas, Mateevitsi, Victor A, Moeller, Madeleine et al.2024 · 1 citationIEEE computer graphics and applications. 2024;44(5):93-103
Science in a Blink: Supporting Ensemble Perception in Scalar Fields2406.14452v1 · Victor A. Mateevitsi, Michael E. Papka, Khairi Reda2024 · 2 citationsarXiv
VisAnywhere: Developing Multi-platform Scientific Visualization Applications2404.17619v1 · Thomas Marrinan, Madeleine Moeller, Alina Kanayinkal et al.2024 · 0 citationsarXiv
MalleTrain: Deep Neural Network Training on Unfillable Supercomputer Nodes2404.15668v1 · Xiaolong Ma, Feng Yan, Lei Yang et al.2024 · 5 citationsarXiv
Interpretable Modeling of Deep Reinforcement Learning Driven Scheduling2403.16293v1 · Boyang Li, Zhiling Lan, Michael E. Papka2024 · 5 citationsarXiv
MRSch: Multi-Resource Scheduling for HPC2403.16298v2 · Boyang Li, Yuping Fan, Matthew Dearing et al.2024 · 15 citationsarXiv
Color Maker: a Mixed-Initiative Approach to Creating Accessible Color Maps2401.15032v1 · Amey Salvi, Kecheng Lu, Michael E. Papka et al.2024 · 11 citationsarXiv
Scaling Computational Fluid Dynamics: In Situ Visualization of NekRS using SENSEI2312.09888v2 · Victor A. Mateevitsi, Mathis Bode, Nicola Ferrier et al.2023 · 5 citationsarXiv
A Comprehensive Performance Study of Large Language Models on Novel AI Accelerators2310.04607v1 · Murali Emani, Sam Foreman, Varuni Sastry et al.2023 · 5 citationsarXiv
DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies2310.04610v2 · Shuaiwen Leon Song, Bonnie Kruft, Minjia Zhang et al.2023 · 8 citationsarXiv
A Multi-Level, Multi-Scale Visual Analytics Approach to Assessment of Multifidelity HPC Systems2306.09457v1 · Shilpika, Bethany Lusch, Murali Emani et al.2023 · 3 citationsarXiv
GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics.36451881 · Zvyagin, Maxim, Brace, Alexander, Hippe, Kyle et al.2024 · 120 citationsbioRxiv : the preprint server for biology. 2022
Linking scientific instruments and computation: Patterns, technologies, and experiences.36277824 · Vescovi, Rafael, Chard, Ryan, Saint, Nickolaus D et al.2024 · 46 citationsPatterns (New York, N.Y.). 2022;3(10):100606
Linking Scientific Instruments and HPC: Patterns, Technologies, Experiences2204.05128v2 · Rafael Vescovi, Ryan Chard, Nickolaus Saint et al.2022 · 8 citationsarXiv
An Edge Map based Ensemble Solution to Detect Water Level in Stream2201.06098v1 · Pratool Bharti, Priyanjani Chandra, Michael. E. Papka et al.2022 · 3 citationsarXiv
Hybrid Workload Scheduling on HPC Systems2109.05412v1 · Yuping Fan, Paul Rich, William Allcock et al.2021 · 25 citationsarXiv
BFTrainer: Low-Cost Training of Neural Networks on Unfillable Supercomputer Nodes2106.12091v1 · Zhengchun Liu, Rajkumar Kettimuthu, Michael E. Papka et al.2021 · 1 citationarXiv
Toward Real-time Analysis of Experimental Science Workloads on Geographically Distributed Supercomputers2105.06571v2 · Michael Salim, Thomas Uram, J. Taylor Childers et al.2021 · 3 citationsarXiv
Real-Time Omnidirectional Stereo Rendering: Generating 360° Surround-View Panoramic Images for Comfortable Immersive Viewing.33750708 · Marrinan, Thomas, Papka, Michael E2022 · 26 citationsIEEE transactions on visualization and computer graphics. 2021;27(5):2587-2596
Deep Reinforcement Agent for Scheduling in HPC2102.06243v2 · Yuping Fan, Zhiling Lan, Taylor Childers et al.2021 · 63 citations35th IEEE International Parallel & Distributed Processing Symposium (2021)
Scheduling Beyond CPUs for HPC2012.05439v1 · Yuping Fan, Zhiling Lan, Paul Rich et al.2020 · 48 citationsProceedings of the 28th ACM International Symposium on High-Performance Parallel and Distributed Computing (HPDC'19), 2019
Balsam: Automated Scheduling and Execution of Dynamic, Data-Intensive HPC Workflows1909.08704v1 · Michael A. Salim, Thomas D. Uram, J. Taylor Childers et al.2019 · 23 citationsarXiv
Exploring Features for Predicting Policy Citations1708.01658v1 · Christian Bailey, Bharat Kale, Jamieson Walker et al.2017 · 6 citationsarXiv
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