Aniruddha Marathe

36 papers A 10B 3C 4Journal 11Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Performance-Aligned LLMs for Generating Fast HPC Code. IEEE Trans. Parallel Distributed Syst. Daniel Nichols, Pranav Polasam, Harshitha Menon, Aniruddha Marathe, Todd Gamblin, Abhinav Bhatele
2025	A	`conf`	ModelX : A Novel Transfer Learning Approach Across Heterogeneous Datasets. HPDC Arunavo Dey, Neil Antony, Aakash Raj Dhakal, Kowshik Thopalli, Jayaraman J. Thiagarajan, Tapasya Patki, Aniruddha Marathe, Tom Scogland, Jae-Seung Yeom, Tanzima Z. Islam
2025	—	`conf`	Usability Evaluation of Cloud for HPC Applications. SC Workshops Vanessa V. Sochat, Daniel Milroy, Abhik Sarkar, Aniruddha Marathe, Tapasya Patki
2025	J	`jnl`	Usability Evaluation of Cloud for HPC Applications. CoRR Vanessa V. Sochat, Daniel Milroy, Abhik Sarkar, Aniruddha Marathe, Tapasya Patki
2024	J	`jnl`	Data-Driven Analysis to Understand GPU Hardware Resource Usage of Optimizations. CoRR Tanzima Z. Islam, Aniruddha Marathe, Holland Schutte, Mohammad Zaeed
2024	C	`conf`	HPC-Coder: Modeling Parallel Programs using Large Language Models. ISC Daniel Nichols, Aniruddha Marathe, Harshitha Menon, Todd Gamblin, Abhinav Bhatele
2024	B	`conf`	On the Rise of AMD Matrix Cores: Performance, Power Efficiency, and Programmability. ISPASS Gabin Schieffer, Daniel Araújo de Medeiros, Jennifer Faj, Aniruddha Marathe, Ivy Peng
2024	B	`conf`	PERFGEN: A Synthesis and Evaluation Framework for Performance Data using Generative AI. COMPSAC Banooqa H. Banday, Tanzima Z. Islam, Aniruddha Marathe
2024	J	`jnl`	Performance-Aligned LLMs for Generating Fast Code. CoRR Daniel Nichols, Pranav Polasam, Harshitha Menon, Aniruddha Marathe, Todd Gamblin, Abhinav Bhatele
2023	J	`jnl`	Modeling Parallel Programs using Large Language Models. CoRR Daniel Nichols, Aniruddha Marathe, Harshitha Menon, Todd Gamblin, Abhinav Bhatele
2023	—	`conf`	msr-genie: Navigating Model Specific Registers Across Processor Generations. SC Workshops Kyle Fan, Barry Rountree, Tapasya Patki, Aniruddha Marathe, Stephanie Brink, Duncan McFarlane, Eric Green, Kathleen Shoga
2022	B	`conf`	LIBNVCD: An Extendable and User-friendly Multi-GPU Performance Measurement Tool. COMPSAC Holland Schutte, Chase Phelps, Aniruddha Marathe, Tanzima Z. Islam
2022	A	`conf`	Resource Utilization Aware Job Scheduling to Mitigate Performance Variability. IPDPS Daniel Nichols, Aniruddha Marathe, Kathleen Shoga, Todd Gamblin, Abhinav Bhatele
2021	A	`conf`	Introducing Application Awareness Into a Unified Power Management Stack. IPDPS 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, Jonathan M. Eastep, Ayse K. Coskun
2020	J	`jnl`	A Value-Oriented Job Scheduling Approach for Power-Constrained and Oversubscribed HPC Systems. IEEE Trans. Parallel Distributed Syst. Nirmal Kumbhare, Aniruddha Marathe, Ali Akoglu, Howard Jay Siegel, Ghaleb Abdulla, Salim Hariri
2020	J	`jnl`	Dynamic power management for value-oriented schedulers in power-constrained HPC system. Parallel Comput. Nirmal Kumbhare, Ali Akoglu, Aniruddha Marathe, Salim Hariri, Ghaleb Abdulla
2020	C	`conf`	Toward an End-to-End Auto-tuning Framework in HPC PowerStack. CLUSTER Xingfu Wu, Aniruddha Marathe, Siddhartha Jana, Ondrej Vysocky, Jophin John, Andrea Bartolini, Lubomir Riha, Michael Gerndt, Valerie Taylor, Sridutt Bhalachandra
2020	J	`jnl`	Toward an End-to-End Auto-tuning Framework in HPC PowerStack. CoRR Xingfu Wu, Aniruddha Marathe, Siddhartha Jana, Ondrej Vysocky, Jophin John, Andrea Bartolini, Lubomir Riha, Michael Gerndt, Valerie Taylor, Sridutt Bhalachandra
2019	C	`conf`	Adaptive Power Reallocation for Value-Oriented Schedulers in Power-Constrained HPC. PDCAT Nirmal Kumbhare, Aniruddha Marathe, Ali Akoglu, Salim Hariri, Ghaleb Abdulla
2018	A	`conf`	Bootstrapping Parameter Space Exploration for Fast Tuning. ICS Jayaraman J. Thiagarajan, Nikhil Jain, Rushil Anirudh, Alfredo Giménez, Rahul Sridhar, Aniruddha Marathe, Tao Wang, Murali Emani, Abhinav Bhatele, Todd Gamblin
2018	A	`conf`	PShifter: feedback-based dynamic power shifting within HPC jobs for performance. HPDC Neha Gholkar, Frank Mueller, Barry Rountree, Aniruddha Marathe
2017	—	`conf`	An empirical survey of performance and energy efficiency variation on Intel processors. E2SC@SC Aniruddha Marathe, Yijia Zhang, Grayson Blanks, Nirmal Kumbhare, Ghaleb Abdulla, Barry Rountree
2017	—	`conf`	PANN: Power Allocation via Neural Networks Dynamic Bounded-Power Allocation in High Performance Computing. E2SC@SC Will Whiteside, Shelby H. Funk, Aniruddha Marathe, Barry Rountree
2017	A	`conf`	Performance modeling under resource constraints using deep transfer learning. SC Aniruddha Marathe, Rushil Anirudh, Nikhil Jain, Abhinav Bhatele, Jayaraman J. Thiagarajan, Bhavya Kailkhura, Jae-Seung Yeom, Barry Rountree, Todd Gamblin
2017	A	`conf`	ScrubJay: deriving knowledge from the disarray of HPC performance data. SC Alfredo Giménez, Todd Gamblin, Abhinav Bhatele, Chad Wood, Kathleen Shoga, Aniruddha Marathe, Peer-Timo Bremer, Bernd Hamann, Martin Schulz
2017	—	`conf`	Towards a Unified Monitoring Framework for Power, Performance and Thermal Metrics: A Case Study on the Evaluation of HPC Cooling Systems. IPDPS Workshops Aniruddha Marathe, Ghaleb Abdulla, Barry L. Rountree, Kathleen Shoga
2016	J	`jnl`	Exploiting Redundancy and Application Scalability for Cost-Effective, Time-Constrained Execution of HPC Applications on Amazon EC2. IEEE Trans. Parallel Distributed Syst. Aniruddha Marathe, Rachel Harris, David K. Lowenthal, Bronis R. de Supinski, Barry Rountree, Martin Schulz
2016	J	`jnl`	Exploring the Relationship between Remotely-Sensed Spectral Variables and Attributes of Tropical Forest Vegetation under the Influence of Local Forest Institutions. ISPRS Int. J. Geo Inf. Shivani Agarwal, Duccio Rocchini, Aniruddha Marathe, Harini Nagendra
2016	—	`conf`	LibPowerMon: A Lightweight Profiling Framework to Profile Program Context and System-Level Metrics. IPDPS Workshops Aniruddha Marathe, Hormozd Gahvari, Jae-Seung Yeom, Abhinav Bhatele
2015	C	`conf`	A Run-Time System for Power-Constrained HPC Applications. ISC Aniruddha Marathe, Peter E. Bailey, David K. Lowenthal, Barry Rountree, Martin Schulz, Bronis R. de Supinski
2015	A	`conf`	Finding the limits of power-constrained application performance. SC Peter E. Bailey, Aniruddha Marathe, David K. Lowenthal, Barry Rountree, Martin Schulz
2014	—	`—`	Evaluation and Optimization of Turnaround Time and Cost of HPC Applications on the Cloud. Aniruddha Marathe
2014	A	`conf`	Exploiting redundancy for cost-effective, time-constrained execution of HPC applications on amazon EC2. HPDC Aniruddha Marathe, Rachel Harris, David K. Lowenthal, Bronis R. de Supinski, Barry Rountree, Martin Schulz
2013	A	`conf`	A comparative study of high-performance computing on the cloud. HPDC Aniruddha Marathe, Rachel Harris, David K. Lowenthal, Bronis R. de Supinski, Barry Rountree, Martin Schulz, Xin Yuan
2013	J	`jnl`	Protocol Customization for Improving MPI Performance on RDMA-Enabled Clusters. Int. J. Parallel Program. Zheng Gu, Matthew Small, Xin Yuan, Aniruddha Marathe, David K. Lowenthal
2011	—	`conf`	Profile Guided MPI Protocol Selection for Point-to-Point Communication Calls. IPDPS Workshops Aniruddha Marathe, David K. Lowenthal, Zheng Gu, Matthew Small, Xin Yuan