Harshitha Menon

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 30

Top Topics

Parameter Choices

Fault Tolerance

Computing Paradigm

Top Venues

Publications

Zhimin Li, Harshitha Menon, Kathryn M. Mohror, Shusen Liu, Luanzheng Guo, Peer-Timo Bremer, Valerio Pascucci
A Visual Comparison of Silent Error Propagation. IEEE Trans. Vis. Comput. Graph. 30 (7) (2024)
Harshitha Menon, Daniel Nichols, Abhinav Bhatele, Todd Gamblin
Learning to Predict and Improve Build Successes in Package Ecosystems. MSR (2024)
Zane Fink, Konstantinos Parasyris, Praneet Rathi, Giorgis Georgakoudis, Harshitha Menon, Peer-Timo Bremer
HPAC-ML: A Programming Model for Embedding ML Surrogates in Scientific Applications. CoRR (2024)
Daniel Nichols, Pranav Polasam, Harshitha Menon, Aniruddha Marathe, Todd Gamblin, Abhinav Bhatele
Performance-Aligned LLMs for Generating Fast Code. CoRR (2024)
Joshua Hoke Davis, Pranav Sivaraman, Isaac Minn, Konstantinos Parasyris, Harshitha Menon, Giorgis Georgakoudis, Abhinav Bhatele
An Evaluative Comparison of Performance Portability across GPU Programming Models. CoRR (2024)
Zane Fink, Konstantinos Parasyris, Giorgis Georgakoudis, Harshitha Menon
HPAC-Offload: Accelerating HPC Applications with Portable Approximate Computing on the GPU. CoRR (2023)
Daniel Nichols, Aniruddha Marathe, Harshitha Menon, Todd Gamblin, Abhinav Bhatele
Modeling Parallel Programs using Large Language Models. CoRR (2023)
Jan Hückelheim, Harshitha Menon, William S. Moses, Bruce Christianson, Paul D. Hovland, Laurent Hascoët
Understanding Automatic Differentiation Pitfalls. CoRR (2023)
Garima Singh, Baidyanath Kundu, Harshitha Menon, Alexander Penev, David J. Lange, Vassil Vassilev
Fast And Automatic Floating Point Error Analysis With CHEF-FP. CoRR (2023)
Harshitha Menon, James Diffenderfer, Giorgis Georgakoudis, Ignacio Laguna, Michael O. Lam, Daniel Osei-Kuffuor, Konstantinos Parasyris, Jackson Vanover
Approximate High-Performance Computing: A Fast and Energy-Efficient Computing Paradigm in the Post-Moore Era. IT Prof. 25 (2) (2023)
Zane Fink, Konstantinos Parasyris, Giorgis Georgakoudis, Harshitha Menon
HPAC-Offload: Accelerating HPC Applications with Portable Approximate Computing on the GPU. SC (2023)
Garima Singh, Baidyanath Kundu, Harshitha Menon, Alexander Penev, David J. Lange, Vassil Vassilev
Fast And Automatic Floating Point Error Analysis With CHEF-FP. IPDPS (2023)
Harshitha Menon, Konstantinos Parasyris, Tom Scogland, Todd Gamblin
Searching for High-Fidelity Builds Using Active Learning. MSR (2022)
Harshitha Menon, Konstantinos Parasyris, Tom Scogland, Todd Gamblin
Reliabuild: Searching for High-Fidelity Builds Using Active Learning. CoRR (2022)
James Diffenderfer, Daniel Osei-Kuffuor, Harshitha Menon
A Framework for Error-Bounded Approximate Computing, with an Application to Dot Products. SIAM J. Sci. Comput. 44 (3) (2022)
Konstantinos Parasyris, James Diffenderfer, Harshitha Menon, Ignacio Laguna, Jackson Vanover, Ryan Vogt, Daniel Osei-Kuffuor
Approximate Computing Through the Lens of Uncertainty Quantification. SC (2022)
Zhimin Li, Harshitha Menon, Kathryn Mohror, Peer-Timo Bremer, Yarden Livnat, Valerio Pascucci
Understanding a program's resiliency through error propagation. PPoPP (2021)
Konstantinos Parasyris, Giorgis Georgakoudis, Harshitha Menon, James Diffenderfer, Ignacio Laguna, Daniel Osei-Kuffuor, Markus Schordan
HPAC: evaluating approximate computing techniques on HPC OpenMP applications. SC (2021)
Zhimin Li, Harshitha Menon, Dan Maljovec, Yarden Livnat, Shusen Liu, Kathryn Mohror, Peer-Timo Bremer, Valerio Pascucci
SpotSDC: Revealing the Silent Data Corruption Propagation in High-Performance Computing Systems. IEEE Trans. Vis. Comput. Graph. 27 (10) (2021)
James Diffenderfer, Daniel Osei-Kuffuor, Harshitha Menon
QDOT: Quantized Dot Product Kernel for Approximate High-Performance Computing. CoRR (2021)
Harshitha Menon, Abhinav Bhatele, Todd Gamblin
Auto-tuning Parameter Choices in HPC Applications using Bayesian Optimization. IPDPS (2020)
Konstantinos Parasyris, Ignacio Laguna, Harshitha Menon, Markus Schordan, Daniel Osei-Kuffuor, Giorgis Georgakoudis, Michael O. Lam, Tristan Vanderbruggen
HPC-MixPBench: An HPC Benchmark Suite for Mixed-Precision Analysis. IISWC (2020)
Michael O. Lam, Tristan Vanderbruggen, Harshitha Menon, Markus Schordan
Tool Integration for Source-Level Mixed Precision. CORRECTNESS@SC (2019)
Harshitha Menon, Kathryn Mohror
DisCVar: discovering critical variables using algorithmic differentiation for transient faults. PPOPP (2018)
Harshitha Menon, Michael O. Lam, Daniel Osei-Kuffuor, Markus Schordan, Scott Lloyd, Kathryn Mohror, Jeffrey Hittinger
ADAPT: algorithmic differentiation applied to floating-point precision tuning. SC (2018)
Seonmyeong Bak, Harshitha Menon, Sam White, Matthias Diener, Laxmikant V. Kalé
Multi-Level Load Balancing with an Integrated Runtime Approach. CCGrid (2018)
Seonmyeong Bak, Harshitha Menon, Sam White, Matthias Diener, Laxmikant V. Kalé
Integrating OpenMP into the Charm++ Programming Model. ESPM2@SC (2017)
Markus Schordan, Jan Hückelheim, Pei-Hung Lin, Harshitha Menon
Verifying the Floating-Point Computation Equivalence of Manually and Automatically Differentiated Code. CORRECTNESS@SC (2017)
Harshitha Menon, Kavitha Chandrasekar, Laxmikant V. Kalé
POSTER: Automated Load Balancer Selection Based on Application Characteristics. PPOPP (2017)
Bilge Acun, Akhil Langer, Esteban Meneses, Harshitha Menon, Osman Sarood, Ehsan Totoni, Laxmikant V. Kalé
Power, Reliability, and Performance: One System to Rule them All. Computer 49 (10) (2016)
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
Parallel Programming with Migratable Objects: Charm++ in Practice. SC (2014)
Jonathan Lifflander, Esteban Meneses, Harshitha Menon, Phil Miller, Sriram Krishnamoorthy, Laxmikant V. Kalé
Scalable replay with partial-order dependencies for message-logging fault tolerance. CLUSTER (2014)
Harshitha Menon, Bilge Acun, Simon Garcia De Gonzalo, Osman Sarood, Laxmikant V. Kalé
Thermal aware automated load balancing for HPC applications. CLUSTER (2013)
Harshitha Menon, Laxmikant V. Kalé
A distributed dynamic load balancer for iterative applications. SC (2013)
Harshitha Menon, Nikhil Jain, Gengbin Zheng, Laxmikant V. Kalé
Automated Load Balancing Invocation Based on Application Characteristics. CLUSTER (2012)