Profile Guided MPI Protocol Selection for Point-to-Point Communication Calls. - Aniruddha Marathe; David K. Lowenthal; Zheng Gu 002; Matthew Small; Xin Yuan 001 (IPDPS Workshops, 2011)

A comparative study of high-performance computing on the cloud. - Aniruddha Marathe; Rachel Harris; David K. Lowenthal; Bronis R. de Supinski; Barry Rountree; Martin Schulz 001; Xin Yuan 001 (HPDC, 2013)

Protocol Customization for Improving MPI Performance on RDMA-Enabled Clusters. - Zheng Gu 002; Matthew Small; Xin Yuan 001; Aniruddha Marathe; David K. Lowenthal (Int. J. Parallel Program., 2013)

Exploiting redundancy for cost-effective, time-constrained execution of HPC applications on amazon EC2. - Aniruddha Marathe; Rachel Harris; David K. Lowenthal; Bronis R. de Supinski; Barry Rountree; Martin Schulz 001 (HPDC, 2014)

Evaluation and Optimization of Turnaround Time and Cost of HPC Applications on the Cloud. - Aniruddha Marathe (2014)

Finding the limits of power-constrained application performance. - Peter E. Bailey; Aniruddha Marathe; David K. Lowenthal; Barry Rountree; Martin Schulz 001 (SC, 2015)

A Run-Time System for Power-Constrained HPC Applications. - Aniruddha Marathe; Peter E. Bailey; David K. Lowenthal; Barry Rountree; Martin Schulz 001; Bronis R. de Supinski (ISC, 2015)

LibPowerMon: A Lightweight Profiling Framework to Profile Program Context and System-Level Metrics. - Aniruddha Marathe; Hormozd Gahvari; Jae-Seung Yeom; Abhinav Bhatele (IPDPS Workshops, 2016)

Exploring the Relationship between Remotely-Sensed Spectral Variables and Attributes of Tropical Forest Vegetation under the Influence of Local Forest Institutions. - Shivani Agarwal 002; Duccio Rocchini; Aniruddha Marathe; Harini Nagendra (ISPRS Int. J. Geo Inf., 2016)

Exploiting Redundancy and Application Scalability for Cost-Effective, Time-Constrained Execution of HPC Applications on Amazon EC2. - Aniruddha Marathe; Rachel Harris; David K. Lowenthal; Bronis R. de Supinski; Barry Rountree; Martin Schulz 001 (IEEE Trans. Parallel Distributed Syst., 2016)

Towards a Unified Monitoring Framework for Power, Performance and Thermal Metrics: A Case Study on the Evaluation of HPC Cooling Systems. - Aniruddha Marathe; Ghaleb Abdulla; Barry L. Rountree; Kathleen Shoga (IPDPS Workshops, 2017)

ScrubJay: deriving knowledge from the disarray of HPC performance data. - Alfredo Giménez; Todd Gamblin; Abhinav Bhatele; Chad Wood; Kathleen Shoga; Aniruddha Marathe; Peer-Timo Bremer; Bernd Hamann; Martin Schulz 001 (SC, 2017)

Performance modeling under resource constraints using deep transfer learning. - Aniruddha Marathe; Rushil Anirudh; Nikhil Jain; Abhinav Bhatele; Jayaraman J. Thiagarajan; Bhavya Kailkhura; Jae-Seung Yeom; Barry Rountree; Todd Gamblin (SC, 2017)

An empirical survey of performance and energy efficiency variation on Intel processors. - Aniruddha Marathe; Yijia Zhang 002; Grayson Blanks; Nirmal Kumbhare; Ghaleb Abdulla; Barry Rountree (E2SC@SC, 2017)

PANN: Power Allocation via Neural Networks Dynamic Bounded-Power Allocation in High Performance Computing. - Will Whiteside; Shelby H. Funk; Aniruddha Marathe; Barry Rountree (E2SC@SC, 2017)

PShifter: feedback-based dynamic power shifting within HPC jobs for performance. - Neha Gholkar; Frank Mueller 001; Barry Rountree; Aniruddha Marathe (HPDC, 2018)

Bootstrapping Parameter Space Exploration for Fast Tuning. - Jayaraman J. Thiagarajan; Nikhil Jain; Rushil Anirudh; Alfredo Giménez; Rahul Sridhar; Aniruddha Marathe; Tao Wang 077; Murali Emani; Abhinav Bhatele; Todd Gamblin (ICS, 2018)

Adaptive Power Reallocation for Value-Oriented Schedulers in Power-Constrained HPC. - Nirmal Kumbhare; Aniruddha Marathe; Ali Akoglu; Salim Hariri; Ghaleb Abdulla (PDCAT, 2019)

Toward an End-to-End Auto-tuning Framework in HPC PowerStack. - Xingfu Wu; Aniruddha Marathe; Siddhartha Jana; Ondrej Vysocky; Jophin John; Andrea Bartolini; Lubomir Riha; Michael Gerndt; Valerie Taylor 001; Sridutt Bhalachandra (CLUSTER, 2020)

Dynamic power management for value-oriented schedulers in power-constrained HPC system. - Nirmal Kumbhare; Ali Akoglu; Aniruddha Marathe; Salim Hariri; Ghaleb Abdulla (Parallel Comput., 2020)

A Value-Oriented Job Scheduling Approach for Power-Constrained and Oversubscribed HPC Systems. - Nirmal Kumbhare; Aniruddha Marathe; Ali Akoglu; Howard Jay Siegel; Ghaleb Abdulla; Salim Hariri (IEEE Trans. Parallel Distributed Syst., 2020)

Introducing Application Awareness Into a Unified Power Management Stack. - Daniel C. Wilson; Siddhartha Jana; Aniruddha Marathe; Stephanie Brink; Christopher M. Cantalupo; Diana R. Guttman; Brad Geltz; Lowren H. Lawson; Asma H. Al-Rawi; Ali Mohammad; Fuat Keceli; Federico Ardanaz; et al. (IPDPS, 2021)

LIBNVCD: An Extendable and User-friendly Multi-GPU Performance Measurement Tool. - Holland Schutte; Chase Phelps; Aniruddha Marathe; Tanzima Z. Islam (COMPSAC, 2022)

Resource Utilization Aware Job Scheduling to Mitigate Performance Variability. - Daniel Nichols; Aniruddha Marathe; Kathleen Shoga; Todd Gamblin; Abhinav Bhatele (IPDPS, 2022)

msr-genie: Navigating Model Specific Registers Across Processor Generations. - Kyle Fan; Barry Rountree; Tapasya Patki; Aniruddha Marathe; Stephanie Brink; Duncan McFarlane; Eric Green; Kathleen Shoga (SC Workshops, 2023)

Modeling Parallel Programs using Large Language Models. - Daniel Nichols; Aniruddha Marathe; Harshitha Menon; Todd Gamblin; Abhinav Bhatele (CoRR, 2023)

PERFGEN: A Synthesis and Evaluation Framework for Performance Data using Generative AI. - Banooqa H. Banday; Tanzima Z. Islam; Aniruddha Marathe (COMPSAC, 2024)

On the Rise of AMD Matrix Cores: Performance, Power Efficiency, and Programmability. - Gabin Schieffer; Daniel Araújo de Medeiros; Jennifer Faj; Aniruddha Marathe; Ivy Peng (ISPASS, 2024)

HPC-Coder: Modeling Parallel Programs using Large Language Models. - Daniel Nichols; Aniruddha Marathe; Harshitha Menon; Todd Gamblin; Abhinav Bhatele (ISC, 2024)

Performance-Aligned LLMs for Generating Fast Code. - Daniel Nichols; Pranav Polasam; Harshitha Menon; Aniruddha Marathe; Todd Gamblin; Abhinav Bhatele (CoRR, 2024)

Data-Driven Analysis to Understand GPU Hardware Resource Usage of Optimizations. - Tanzima Z. Islam; Aniruddha Marathe; Holland Schutte; Mohammad Zaeed (CoRR, 2024)

Usability Evaluation of Cloud for HPC Applications. - Vanessa V. Sochat; Daniel Milroy; Abhik Sarkar; Aniruddha Marathe; Tapasya Patki (CoRR, 2025)