Harshitha Menon

According to our database, Harshitha Menon authored at least 30 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

An Evaluative Comparison of Performance Portability across GPU Programming Models.

Joshua Hoke Davis, Pranav Sivaraman, Isaac Minn, Konstantinos Parasyris, Harshitha Menon, Giorgis Georgakoudis, Abhinav Bhatele

CoRR, 2024

2023

Approximate High-Performance Computing: A Fast and Energy-Efficient Computing Paradigm in the Post-Moore Era.

Harshitha Menon, James Diffenderfer, Giorgis Georgakoudis, Ignacio Laguna, Michael O. Lam, Daniel Osei-Kuffuor, Konstantinos Parasyris, Jackson Vanover

IT Prof., 2023

Modeling Parallel Programs using Large Language Models.

Daniel Nichols, Aniruddha Marathe, Harshitha Menon, Todd Gamblin, Abhinav Bhatele

CoRR, 2023

Understanding Automatic Differentiation Pitfalls.

Jan Hückelheim, Harshitha Menon, William S. Moses, Bruce Christianson, Paul D. Hovland, Laurent Hascoët

CoRR, 2023

HPAC-Offload: Accelerating HPC Applications with Portable Approximate Computing on the GPU.

Zane Fink, Konstantinos Parasyris, Giorgis Georgakoudis, Harshitha Menon

Proceedings of the International Conference for High Performance Computing, 2023

Fast And Automatic Floating Point Error Analysis With CHEF-FP.

Garima Singh, Baidyanath Kundu, Harshitha Menon, Alexander Penev, David J. Lange, Vassil Vassilev

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

2022

A Framework for Error-Bounded Approximate Computing, with an Application to Dot Products.

James Diffenderfer, Daniel Osei-Kuffuor, Harshitha Menon

SIAM J. Sci. Comput., 2022

Reliabuild: Searching for High-Fidelity Builds Using Active Learning.

Harshitha Menon, Konstantinos Parasyris, Tom Scogland, Todd Gamblin

CoRR, 2022

Approximate Computing Through the Lens of Uncertainty Quantification.

Konstantinos Parasyris, James Diffenderfer, Harshitha Menon, Ignacio Laguna, Jackson Vanover, Ryan Vogt, Daniel Osei-Kuffuor

Proceedings of the SC22: International Conference for High Performance Computing, 2022

Searching for High-Fidelity Builds Using Active Learning.

Harshitha Menon, Konstantinos Parasyris, Tom Scogland, Todd Gamblin

Proceedings of the 19th IEEE/ACM International Conference on Mining Software Repositories, 2022

2021

SpotSDC: Revealing the Silent Data Corruption Propagation in High-Performance Computing Systems.

Zhimin Li, Harshitha Menon, Dan Maljovec, Yarden Livnat, Shusen Liu, Kathryn M. Mohror, Peer-Timo Bremer, Valerio Pascucci

IEEE Trans. Vis. Comput. Graph., 2021

QDOT: Quantized Dot Product Kernel for Approximate High-Performance Computing.

James Diffenderfer, Daniel Osei-Kuffuor, Harshitha Menon

CoRR, 2021

HPAC: evaluating approximate computing techniques on HPC OpenMP applications.

Konstantinos Parasyris, Giorgis Georgakoudis, Harshitha Menon, James Diffenderfer, Ignacio Laguna, Daniel Osei-Kuffuor, Markus Schordan

Proceedings of the International Conference for High Performance Computing, 2021

Understanding a program's resiliency through error propagation.

Zhimin Li, Harshitha Menon, Kathryn M. Mohror, Peer-Timo Bremer, Yarden Livnat, Valerio Pascucci

Proceedings of the PPoPP '21: 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2021

2020

Auto-tuning Parameter Choices in HPC Applications using Bayesian Optimization.

Harshitha Menon, Abhinav Bhatele, Todd Gamblin

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2020

HPC-MixPBench: An HPC Benchmark Suite for Mixed-Precision Analysis.

Konstantinos Parasyris, Ignacio Laguna, Harshitha Menon, Markus Schordan, Daniel Osei-Kuffuor, Giorgis Georgakoudis, Michael O. Lam, Tristan Vanderbruggen

Proceedings of the IEEE International Symposium on Workload Characterization, 2020

2019

Tool Integration for Source-Level Mixed Precision.

Michael O. Lam, Tristan Vanderbruggen, Harshitha Menon, Markus Schordan

Proceedings of the 2019 IEEE/ACM 3rd International Workshop on Software Correctness for HPC Applications (Correctness), 2019

2018

ADAPT: algorithmic differentiation applied to floating-point precision tuning.

Harshitha Menon, Michael O. Lam, Daniel Osei-Kuffuor, Markus Schordan, Scott Lloyd, Kathryn M. Mohror, Jeffrey Hittinger

Proceedings of the International Conference for High Performance Computing, 2018

DisCVar: discovering critical variables using algorithmic differentiation for transient faults.

Harshitha Menon, Kathryn M. Mohror

Proceedings of the 23rd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2018

Multi-Level Load Balancing with an Integrated Runtime Approach.

Seonmyeong Bak, Harshitha Menon, Sam White, Matthias Diener, Laxmikant V. Kalé

Proceedings of the 18th IEEE/ACM International Symposium on Cluster, 2018

2017

Verifying the Floating-Point Computation Equivalence of Manually and Automatically Differentiated Code.

Markus Schordan, Jan Hückelheim, Pei-Hung Lin, Harshitha Menon

Proceedings of the First International Workshop on Software Correctness for HPC Applications, 2017

Integrating OpenMP into the Charm++ Programming Model.

Seonmyeong Bak, Harshitha Menon, Sam White, Matthias Diener, Laxmikant V. Kalé

Proceedings of the Third International Workshop on Extreme Scale Programming Models and Middleware, 2017

POSTER: Automated Load Balancer Selection Based on Application Characteristics.

Harshitha Menon, Kavitha Chandrasekar, Laxmikant V. Kalé

Proceedings of the 22nd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2017

2016

Adaptive load balancing for HPC applications

Harshitha Menon

PhD thesis, 2016

Power, Reliability, and Performance: One System to Rule them All.

Bilge Acun, Akhil Langer, Esteban Meneses, Harshitha Menon, Osman Sarood, Ehsan Totoni, Laxmikant V. Kalé

Computer, 2016

2014

Parallel Programming with Migratable Objects: Charm++ in Practice.

Bilge Acun, Abhishek Gupta, Nikhil Jain, Akhil Langer, Harshitha Menon, Eric Mikida, Xiang Ni, Michael P. Robson, Yanhua Sun, Ehsan Totoni, Lukasz Wesolowski, Laxmikant V. Kalé

Proceedings of the International Conference for High Performance Computing, 2014

Scalable replay with partial-order dependencies for message-logging fault tolerance.

Jonathan Lifflander, Esteban Meneses, Harshitha Menon, Phil Miller, Sriram Krishnamoorthy, Laxmikant V. Kalé

Proceedings of the 2014 IEEE International Conference on Cluster Computing, 2014

2013

A distributed dynamic load balancer for iterative applications.

Harshitha Menon, Laxmikant V. Kalé

Proceedings of the International Conference for High Performance Computing, 2013

Thermal aware automated load balancing for HPC applications.

Harshitha Menon, Bilge Acun, Simon Garcia De Gonzalo, Osman Sarood, Laxmikant V. Kalé

Proceedings of the 2013 IEEE International Conference on Cluster Computing, 2013

2012

Automated Load Balancing Invocation Based on Application Characteristics.

Harshitha Menon, Nikhil Jain, Gengbin Zheng, Laxmikant V. Kalé

Proceedings of the 2012 IEEE International Conference on Cluster Computing, 2012