Aniruddha Marathe

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 22

Top Venues

CoRR

IPDPS Workshops

IEEE Trans. Parallel Distributed Syst.

University of Arizona, Tucson, USA (PHD)

Education History

University of Arizona, Tucson, USA

PHD

Publications

Daniel Nichols, Pranav Polasam, Harshitha Menon, Aniruddha Marathe, Todd Gamblin, Abhinav Bhatele
Performance-Aligned LLMs for Generating Fast Code. CoRR (2024)
Gabin Schieffer, Daniel Araújo de Medeiros, Jennifer Faj, Aniruddha Marathe, Ivy Peng
On the Rise of AMD Matrix Cores: Performance, Power Efficiency, and Programmability. ISPASS (2024)
Kyle Fan, Barry Rountree, Tapasya Patki, Aniruddha Marathe, Stephanie Brink, Duncan McFarlane, Eric Green, Kathleen Shoga
msr-genie: Navigating Model Specific Registers Across Processor Generations. SC Workshops (2023)
Daniel Nichols, Aniruddha Marathe, Harshitha Menon, Todd Gamblin, Abhinav Bhatele
Modeling Parallel Programs using Large Language Models. CoRR (2023)
Holland Schutte, Chase Phelps, Aniruddha Marathe, Tanzima Z. Islam
LIBNVCD: An Extendable and User-friendly Multi-GPU Performance Measurement Tool. COMPSAC (2022)
Daniel Nichols, Aniruddha Marathe, Kathleen Shoga, Todd Gamblin, Abhinav Bhatele
Resource Utilization Aware Job Scheduling to Mitigate Performance Variability. IPDPS (2022)
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
Introducing Application Awareness Into a Unified Power Management Stack. IPDPS (2021)
Xingfu Wu, Aniruddha Marathe, Siddhartha Jana, Ondrej Vysocky, Jophin John, Andrea Bartolini, Lubomir Riha, Michael Gerndt, Valerie E. Taylor, Sridutt Bhalachandra
Toward an End-to-End Auto-tuning Framework in HPC PowerStack. CLUSTER (2020)
Nirmal Kumbhare, Aniruddha Marathe, Ali Akoglu, Howard Jay Siegel, Ghaleb Abdulla, Salim Hariri
A Value-Oriented Job Scheduling Approach for Power-Constrained and Oversubscribed HPC Systems. IEEE Trans. Parallel Distributed Syst. 31 (6) (2020)
Xingfu Wu, Aniruddha Marathe, Siddhartha Jana, Ondrej Vysocky, Jophin John, Andrea Bartolini, Lubomir Riha, Michael Gerndt, Valerie E. Taylor, Sridutt Bhalachandra
Toward an End-to-End Auto-tuning Framework in HPC PowerStack. CoRR (2020)
Nirmal Kumbhare, Ali Akoglu, Aniruddha Marathe, Salim Hariri, Ghaleb Abdulla
Dynamic power management for value-oriented schedulers in power-constrained HPC system. Parallel Comput. 99 (2020)
Nirmal Kumbhare, Aniruddha Marathe, Ali Akoglu, Salim Hariri, Ghaleb Abdulla
Adaptive Power Reallocation for Value-Oriented Schedulers in Power-Constrained HPC. PDCAT (2019)
Jayaraman J. Thiagarajan, Nikhil Jain, Rushil Anirudh, Alfredo Giménez, Rahul Sridhar, Aniruddha Marathe, Tao Wang, Murali Emani, Abhinav Bhatele, Todd Gamblin
Bootstrapping Parameter Space Exploration for Fast Tuning. ICS (2018)
Neha Gholkar, Frank Mueller, Barry Rountree, Aniruddha Marathe
PShifter: feedback-based dynamic power shifting within HPC jobs for performance. HPDC (2018)
Alfredo Giménez, Todd Gamblin, Abhinav Bhatele, Chad Wood, Kathleen Shoga, Aniruddha Marathe, Peer-Timo Bremer, Bernd Hamann, Martin Schulz
ScrubJay: deriving knowledge from the disarray of HPC performance data. SC (2017)
Aniruddha Marathe, Ghaleb Abdulla, Barry L. Rountree, Kathleen Shoga
Towards a Unified Monitoring Framework for Power, Performance and Thermal Metrics: A Case Study on the Evaluation of HPC Cooling Systems. IPDPS Workshops (2017)
Will Whiteside, Shelby H. Funk, Aniruddha Marathe, Barry Rountree
PANN: Power Allocation via Neural Networks Dynamic Bounded-Power Allocation in High Performance Computing. E2SC@SC (2017)
Aniruddha Marathe, Rushil Anirudh, Nikhil Jain, Abhinav Bhatele, Jayaraman J. Thiagarajan, Bhavya Kailkhura, Jae-Seung Yeom, Barry Rountree, Todd Gamblin
Performance modeling under resource constraints using deep transfer learning. SC (2017)
Aniruddha Marathe, Yijia Zhang, Grayson Blanks, Nirmal Kumbhare, Ghaleb Abdulla, Barry Rountree
An empirical survey of performance and energy efficiency variation on Intel processors. E2SC@SC (2017)
Shivani Agarwal, Duccio Rocchini, Aniruddha Marathe, Harini Nagendra
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. 5 (7) (2016)
Aniruddha Marathe, Hormozd Gahvari, Jae-Seung Yeom, Abhinav Bhatele
LibPowerMon: A Lightweight Profiling Framework to Profile Program Context and System-Level Metrics. IPDPS Workshops (2016)
Aniruddha Marathe, Rachel Harris, David K. Lowenthal, Bronis R. de Supinski, Barry Rountree, Martin Schulz
Exploiting Redundancy and Application Scalability for Cost-Effective, Time-Constrained Execution of HPC Applications on Amazon EC2. IEEE Trans. Parallel Distributed Syst. 27 (9) (2016)
Peter E. Bailey, Aniruddha Marathe, David K. Lowenthal, Barry Rountree, Martin Schulz
Finding the limits of power-constrained application performance. SC (2015)
Aniruddha Marathe, Peter E. Bailey, David K. Lowenthal, Barry Rountree, Martin Schulz, Bronis R. de Supinski
A Run-Time System for Power-Constrained HPC Applications. ISC (2015)
Aniruddha Marathe, Rachel Harris, David K. Lowenthal, Bronis R. de Supinski, Barry Rountree, Martin Schulz
Exploiting redundancy for cost-effective, time-constrained execution of HPC applications on amazon EC2. HPDC (2014)
Aniruddha Marathe, Rachel Harris, David K. Lowenthal, Bronis R. de Supinski, Barry Rountree, Martin Schulz, Xin Yuan
A comparative study of high-performance computing on the cloud. HPDC (2013)
Zheng Gu, Matthew Small, Xin Yuan, Aniruddha Marathe, David K. Lowenthal
Protocol Customization for Improving MPI Performance on RDMA-Enabled Clusters. Int. J. Parallel Program. 41 (5) (2013)
Aniruddha Marathe, David K. Lowenthal, Zheng Gu, Matthew Small, Xin Yuan
Profile Guided MPI Protocol Selection for Point-to-Point Communication Calls. IPDPS Workshops (2011)

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Publication Activity (10 Years)

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Aniruddha Marathe