Harshitha Menon

For the full list of publications please visit my Google scholar page

• Modeling parallel programs using large language models.
  Daniel Nichols, Aniruddha Marathe, Harshitha Menon, Todd Gamblin, Abhinav Bhatele.
  [ISC 2024]
• Learning to Predict and Improve Build Successes in Package Ecosystems.
  Harshitha Menon*, Daniel Nichols*, Abhinav Bhatele, Todd Gamblin.
  [MSR 2024]
• HPAC-Offload: Accelerating HPC Applications with Portable Approximate Computing on the GPU.
  Zane Fink, Konstantinos Parasyris, Giorgis Georgakoudis, Harshitha Menon.
  [SC 2023]
• A Short Review of Automatic Differentiation Pitfalls in Scientific Computing.
  Jan Hueckelheim, Harshitha Menon, William S Moses, Bruce Christianson, Paul Hovland, Laurent Hascoet.
  [ICML Workshop 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-PRO 2023]
• Approximate computing through the lens of uncertainty quantification.
  Konstantinos Parasyris, James Diffenderfer, Harshitha Menon, Ignacio Laguna, Jackson Vanover, Ryan Vogt, Daniel Osei-Kuffuor.
  [SC 2022]
• A visual comparison of silent error propagation.
  Zhimin Li, Harshitha Menon, Kathryn Mohror, Shusen Liu, Luanzheng Guo, Peer-Timo Bremer, Valerio Pascucci.
  [TVCG 2022]
• Searching for High Fidelity Builds Using Active Learning.
  Harshitha Menon*, Konstantinos Parasyris*, Todd Gamblin, Tom Scogland.
  [MSR 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.
  [SC 2021]
• QDOT: Quantized dot product kernel for approximate high-performance computing.
  James Diffenderfer, Daniel Osei-Kuffuor, Harshitha Menon.
  [SISC 2021]
• Understanding a program's resiliency through error propagation.
  Zhimin Li, Harshitha Menon,Kathryn Mohror, Peer-Timo Bremer, Yarden Livant, Valerio Pascucci.
  [PPoPP 2021]
• Auto-tuning parameter choices in HPC applications using Bayesian optimization.
  Harshitha Menon, Abhinav Bhatele, Todd Gamblin.
  [IPDPS 2020]
• Spotsdc: Revealing the silent data corruption propagation in high-performance computing systems.
  Zhimin Li, Harshitha Menon, Dan Maljovec, Yarden Livnat, Shusen Liu, Kathryn Mohror, Peer-Timo Bremer, Valerio Pascucci.
  [TVCG 2020]
• Algorithmic differentiation applied to floating-point precision tuning.
  Harshitha Menon, Michael Lam, Daniel Osei-Kuffuor, Markus Schordan, Scott Lloyd, Kathryn Mohror, and Jeffrey Hittinger.
  [SC 2018]
• Discvar: discovering critical variables using algorithmic differ- entiation for transient faults.
  Harshitha Menon and Kathryn Mohror.
  [PPoPP 2018]
• Multi-level load balancing with an integrated runtime approach.
  Seonmyeong Bak,Harshitha Menon, Sam White, Matthias Diener, and Laxmikant Kale.
  [CCGRID 2018]
• Power, reliability, and performance: One system to rule them all.
  Bilge Acun, Akhil Langer, Esteban Meneses, Harshitha Menon, Osman Sarood, Ehsan Totoni, and Laxmikant V. Kalé.
  [IEEE Computer 2016]
• Adaptive Techniques for Clustered N-Body Cosmological Simulations
  Harshitha Menon, Lukasz Wesolowski, Gengbin Zheng, Pritish Jetley, Laxmikant Kale, Thomas Quinn, Fabio Governato
  [Computational Astrophysics and Cosmology 2015]
• All about baryons: revisiting sidm predictions at small halo masses.
  A Bastidas Fry, F Governato, A Pontzen, T Quinn, M Tremmel, L Anderson,H Menon, AM Brooks, and J Wadsley.
  [Monthly Notices of the Royal Astronomical Society 2015]
• Scalable Replay with Partial-Order Dependencies for Message-Logging Fault Tolerancen
  Jonathan Lifflander, Esteban Meneses, Harshitha Menon, Phil Miller, Sriram Krishnamoorthy, Laxmikant Kale
  [CLUSTER 2014] BEST STUDENT PAPER AWARD
• Parallel Programming with Migratable Objects: Charm++ in Practice
  Bilge Acun, Abhishek Gupta, Nikhil Jain, Akhil Langer, Harshitha Menon, Eric Mikida , Xiang Ni, Michael Robson, Yanhua Sun, Ehsan Totoni, Lukasz Wesolowski, Laxmikant Kale
  [SC 2014]
• A Distributed Dynamic Load Balancer for Iterative Applications
  Harshitha Menon, Laxmikant Kale
  [SC 2013] BEST STUDENT PAPER FINALIST
• Migratable Objects + Active Messages + Adaptive Runtime = Productivity + Performance: A Submission to the 2012 HPC Class II Challenge
  Laxmikant Kale, Anshu Arya, Nikhil Jain, Akhil Langer, Jonathan Lifflander, Harshitha Menon, Xiang Ni, Yanhua Sun, Ehsan Totoni, Ramprasad Venkataraman, Lukasz Wesolowski
  [SC 2012] HPC Class II Challenge