Publications
Google scholar page
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Searching for High Fidelity Builds Using Active Learning.
Harshitha Menon*, Konstantinos Parasyris*, Todd Gamblin, Tom Scogland.
[Under submission]
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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]
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QDOT: Quantized dot product kernel for approximate high-performance computing.
James Diffenderfer, Daniel Osei-Kuffuor, Harshitha Menon.
[SISC 2021]
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Understanding a program's resiliency through error propagation.
Zhimin Li, Harshitha Menon,Kathryn Mohror, Peer-Timo Bremer, Yarden Livant, Valerio Pascucci.
[PPoPP 2021]
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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.
[IISWC 2020]
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Auto-tuning parameter choices in HPC applications using Bayesian optimization.
Harshitha Menon, Abhinav Bhatele, Todd Gamblin.
[IPDPS 2020]
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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]
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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]
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Discvar: discovering critical variables using algorithmic differ- entiation for transient faults.
Harshitha Menon and Kathryn Mohror.
[PPoPP 2018]
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Multi-level load balancing with an integrated runtime approach.
Seonmyeong Bak,Harshitha Menon, Sam White, Matthias Diener, and Laxmikant Kale.
[CCGRID 2018]
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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]
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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]
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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]
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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
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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]
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A
Distributed Dynamic Load Balancer for Iterative
Applications
Harshitha Menon, Laxmikant Kale
[SC 2013] BEST STUDENT PAPER FINALIST
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Thermal
Aware Automated Load Balancing for HPC Applications
Harshitha Menon, Bilge Acun, Simon Garcia De Gonzalo, Osman
Sarood, Laxmikant Kale
[CLUSTER 2013]
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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
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Automated
Load Balancing Invocation based on Application
Characteristics
Harshitha Menon, Nikhil Jain, Gengbin Zheng, Laxmikant Kale
[CLUSTER 2012]
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Applying
Graph Partitioning Methods in Measurement-based Dynamic Load
Balancing [Under submission]
Harshitha Menon, Abhinav Bhatele, Sébastien Fourestier,
Laxmikant Kale, François Pellegrini