Aparna Chandramowlishwaran

61 papers A* 2A 14B 8C 1Misc 1Journal 25Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Bubbleformer: Forecasting Boiling with Transformers.
CoRR
Sheikh Md Shakeel Hassan, Xianwei Zou, Akash Dhruv, Vishwanath Ganesan, Aparna Chandramowlishwaran
2025 J jnl
EventFlow: Real-Time Neuromorphic Event-Driven Classification of Two-Phase Boiling Flow Regimes.
CoRR
Sanghyeon Chang, Srikar Arani, Nishant Sai Nuthalapati, Youngjoon Suh, Nicholas Choi, Siavash Khodakarami, Md Rakibul Hasan Roni, Nenad Miljkovic, Aparna Chandramowlishwaran, Yoonjin Won
2025 A conf
Fused3S: Fast Sparse Attention on Tensor Cores.
ICS
Zitong Li, Aparna Chandramowlishwaran
2025 J jnl
Fused3S: Fast Sparse Attention on Tensor Cores.
CoRR
Zitong Li, Aparna Chandramowlishwaran
2025 J jnl
Mondrian: Transformer Operators via Domain Decomposition.
CoRR
Arthur Feeney, Kuei-Hsiang Huang, Aparna Chandramowlishwaran
2024 J jnl
BERN-NN-IBF: Enhancing Neural Network Bound Propagation Through Implicit Bernstein Form and Optimized Tensor Operations.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Wael Fatnassi, Arthur Feeney, Valen Yamamoto, Aparna Chandramowlishwaran, Yasser Shoukry
2023 B conf
ADARNet: Deep Learning Predicts Adaptive Mesh Refinement.
ICPP
Octavi Obiols-Sales, Abhinav Vishnu, Nicholas Malaya, Aparna Chandramowlishwaran
2023 A conf
Breaking Boundaries: Distributed Domain Decomposition with Scalable Physics-Informed Neural PDE Solvers.
SC
Arthur Feeney, Zitong Li, Ramin Bostanabad, Aparna Chandramowlishwaran
2023 J jnl
Breaking Boundaries: Distributed Domain Decomposition with Scalable Physics-Informed Neural PDE Solvers.
CoRR
Arthur Feeney, Zitong Li, Ramin Bostanabad, Aparna Chandramowlishwaran
2023 J jnl
BubbleML: A Multi-Physics Dataset and Benchmarks for Machine Learning.
CoRR
Sheikh Md Shakeel Hassan, Arthur Feeney, Akash Dhruv, Jihoon Kim, Youngjoon Suh, Jaiyoung Ryu, Yoonjin Won, Aparna Chandramowlishwaran
2023 A* conf
BubbleML: A Multiphase Multiphysics Dataset and Benchmarks for Machine Learning.
NeurIPS
Sheikh Md Shakeel Hassan, Arthur Feeney, Akash Dhruv, Jihoon Kim, Youngjoon Suh, Jaiyoung Ryu, Yoonjin Won, Aparna Chandramowlishwaran
2022 A conf
Lessons Learned on MPI+Threads Communication.
SC
Rohit Zambre, Aparna Chandramowlishwaran
2022 J jnl
Lessons Learned on MPI+Threads Communication.
CoRR
Rohit Zambre, Aparna Chandramowlishwaran
2022 J jnl
NUNet: Deep Learning for Non-Uniform Super-Resolution of Turbulent Flows.
CoRR
Octavi Obiols-Sales, Abhinav Vishnu, Nicholas Malaya, Aparna Chandramowlishwaran
2021 J jnl
Demystifying asynchronous I/O Interference in HPC applications.
Int. J. High Perform. Comput. Appl.
Shu-Mei Tseng, Bogdan Nicolae, Franck Cappello, Aparna Chandramowlishwaran
2021 J jnl
Logically Parallel Communication for Fast MPI+Threads Applications.
IEEE Trans. Parallel Distributed Syst.
Rohit Zambre, Damodar Sahasrabudhe, Hui Zhou, Martin Berzins, Aparna Chandramowlishwaran, Pavan Balaji
2021 J jnl
Optimizing the hypre solver for manycore and GPU architectures.
J. Comput. Sci.
Damodar Sahasrabudhe, Rohit Zambre, Aparna Chandramowlishwaran, Martin Berzins
2021 B conf
SURFNet: Super-Resolution of Turbulent Flows with Transfer Learning using Small Datasets.
PACT
Octavi Obiols-Sales, Abhinav Vishnu, Nicholas Malaya, Aparna Chandramowlishwaran
2021 J jnl
SURFNet: Super-resolution of Turbulent Flows with Transfer Learning using Small Datasets.
CoRR
Octavi Obiols-Sales, Abhinav Vishnu, Nicholas Malaya, Aparna Chandramowlishwaran
2021 J jnl
Train Once and Use Forever: Solving Boundary Value Problems in Unseen Domains with Pre-trained Deep Learning Models.
CoRR
Hengjie Wang, Robert Planas, Aparna Chandramowlishwaran, Ramin Bostanabad
2021 — conf
adPerf: Characterizing the Performance of Third-party Ads.
SIGMETRICS (Abstracts)
Behnam Pourghassemi, Jordan Bonecutter, Zhou Li, Aparna Chandramowlishwaran
2021 J jnl
adPerf: Characterizing the Performance of Third-party Ads.
Proc. ACM Meas. Anal. Comput. Syst.
Behnam Pourghassemi, Jordan Bonecutter, Zhou Li, Aparna Chandramowlishwaran
2020 J jnl
Breaking Band: A Breakdown of High-performance Communication.
CoRR
Rohit Zambre, Megan Grodowitz, Aparna Chandramowlishwaran, Pavel Shamis
2020 J jnl
Brief Announcement: On the Limits of Parallelizing Convolutional Neural Networks on GPUs.
CoRR
Behnam Pourghassemi, Chenghao Zhang, Joo Hwan Lee, Aparna Chandramowlishwaran
2020 A conf
CFDNet: a deep learning-based accelerator for fluid simulations.
ICS
Octavi Obiols-Sales, Abhinav Vishnu, Nicholas Malaya, Aparna Chandramowlishwaran
2020 J jnl
CFDNet: a deep learning-based accelerator for fluid simulations.
CoRR
Octavi Obiols-Sales, Abhinav Vishnu, Nicholas Malaya, Aparna Chandramowlishwaran
2020 J jnl
How I Learned to Stop Worrying About User-Visible Endpoints and Love MPI.
CoRR
Rohit Zambre, Aparna Chandramowlishwaran, Pavan Balaji
2020 A conf
How I learned to stop worrying about user-visible endpoints and love MPI.
ICS
Rohit Zambre, Aparna Chandramowlishwaran, Pavan Balaji
2020 B conf
On the Limits of Parallelizing Convolutional Neural Networks on GPUs.
SPAA
Behnam Pourghassemi, Chenghao Zhang, Joo Hwan Lee, Aparna Chandramowlishwaran
2020 J jnl
Only Relative Speed Matters: Virtual Causal Profiling.
SIGMETRICS Perform. Evaluation Rev.
Behnam Pourghassemi, Ardalan Amiri Sani, Aparna Chandramowlishwaran
2020 J jnl
Parallel Performance-Energy Predictive Modeling of Browsers: Case Study of Servo.
CoRR
Rohit Zambre, Lars Bergstrom, Laleh Aghababaie Beni, Aparna Chandramowlishwaran
2020 A conf
Pencil: a pipelined algorithm for distributed stencils.
SC
Hengjie Wang, Aparna Chandramowlishwaran
2020 J jnl
Scalable Communication Endpoints for MPI+Threads Applications.
CoRR
Rohit Zambre, Aparna Chandramowlishwaran, Pavan Balaji
2020 J jnl
adPerf: Characterizing the Performance of Third-party Ads.
CoRR
Behnam Pourghassemi, Jordan Bonecutter, Zhou Li, Aparna Chandramowlishwaran
2019 B conf
Breaking Band: A Breakdown of High-performance Communication.
ICPP
Rohit Zambre, Megan Grodowitz, Aparna Chandramowlishwaran, Pavel Shamis
2019 A conf
Multi-criteria partitioning of multi-block structured grids.
ICS
Hengjie Wang, Aparna Chandramowlishwaran
2019 A conf
Portal: A High-Performance Language and Compiler for Parallel N-Body Problems.
IPDPS
Laleh Aghababaie Beni, Saikiran Ramanan, Aparna Chandramowlishwaran
2019 — conf
Towards Portable Online Prediction of Network Utilization Using MPI-Level Monitoring.
Euro-Par
Shu-Mei Tseng, Bogdan Nicolae, George Bosilca, Emmanuel Jeannot, Aparna Chandramowlishwaran, Franck Cappello
2019 — conf
What-If Analysis of Page Load Time in Web Browsers Using Causal Profiling.
SIGMETRICS (Abstracts)
Behnam Pourghassemi, Ardalan Amiri Sani, Aparna Chandramowlishwaran
2019 J jnl
What-If Analysis of Page Load Time in Web Browsers Using Causal Profiling.
Proc. ACM Meas. Anal. Comput. Syst.
Behnam Pourghassemi, Ardalan Amiri Sani, Aparna Chandramowlishwaran
2018 A conf
Roofline Guided Design and Analysis of a Multi-stencil CFD Solver for Multicore Performance.
IPDPS
Bahareh Mostafazadeh, Ferran Marti, Feng Liu, Aparna Chandramowlishwaran
2018 B conf
Scalable Communication Endpoints for MPI+Threads Applications.
ICPADS
Rohit Zambre, Aparna Chandramowlishwaran, Pavan Balaji
2018 A* conf
Sugar: Secure GPU Acceleration in Web Browsers.
ASPLOS
Zhihao Yao, Zongheng Ma, Yingtong Liu, Ardalan Amiri Sani, Aparna Chandramowlishwaran
2017 — conf
PASCAL: A Parallel Algorithmic SCALable Framework for N-body Problems.
Euro-Par
Laleh Aghababaie Beni, Aparna Chandramowlishwaran
2017 C conf
cudaCR: An In-Kernel Application-Level Checkpoint/Restart Scheme for CUDA-Enabled GPUs.
CLUSTER
Behnam Pourghassemi, Aparna Chandramowlishwaran
2016 Misc conf
Parallel Performance-Energy Predictive Modeling of Browsers: Case Study of Servo.
HiPC
Rohit Zambre, Lars Bergstrom, Laleh Aghababaie Beni, Aparna Chandramowlishwaran
2014 — conf
A CPU: GPU Hybrid Implementation and Model-Driven Scheduling of the Fast Multipole Method.
GPGPU@ASPLOS
Jeewhan Choi, Aparna Chandramowlishwaran, Kamesh Madduri, Richard W. Vuduc
2014 — —
The fast multipole method at exascale.
Aparna Chandramowlishwaran
2012 J jnl
A massively parallel adaptive fast multipole method on heterogeneous architectures.
Commun. ACM
Ilya Lashuk, Aparna Chandramowlishwaran, Harper Langston, Tuan-Anh Nguyen, Rahul S. Sampath, Aashay Shringarpure, Richard W. Vuduc, Lexing Ying, Denis Zorin, George Biros
2012 B conf
Brief announcement: towards a communication optimal fast multipole method and its implications at exascale.
SPAA
Aparna Chandramowlishwaran, Jeewhan Choi, Kamesh Madduri, Richard W. Vuduc
2012 — conf
Communication-Optimal Parallel N-body Solvers.
IPDPS Workshops
Aparna Chandramowlishwaran, Richard W. Vuduc
2012 — conf
Courses in High-performance Computing for Scientists and Engineers.
IPDPS Workshops
Richard W. Vuduc, Kenneth Czechowski, Aparna Chandramowlishwaran, Jeewhan Choi
2011 — conf
Balance Principles for Algorithm-Architecture Co-Design.
HotPar
Kent Czechowski, Casey Battaglino, Chris McClanahan, Aparna Chandramowlishwaran, Richard W. Vuduc
2010 B conf
Applying the concurrent collections programming model to asynchronous parallel dense linear algebra.
PPoPP
Aparna Chandramowlishwaran, Kathleen Knobe, Richard W. Vuduc
2010 A conf
Diagnosis, Tuning, and Redesign for Multicore Performance: A Case Study of the Fast Multipole Method.
SC
Aparna Chandramowlishwaran, Kamesh Madduri, Richard W. Vuduc
2010 A conf
Optimizing and tuning the fast multipole method for state-of-the-art multicore architectures.
IPDPS
Aparna Chandramowlishwaran, Samuel Williams, Leonid Oliker, Ilya Lashuk, George Biros, Richard W. Vuduc
2010 A conf
Performance evaluation of concurrent collections on high-performance multicore computing systems.
IPDPS
Aparna Chandramowlishwaran, Kathleen Knobe, Richard W. Vuduc
2010 A conf
Petascale Direct Numerical Simulation of Blood Flow on 200K Cores and Heterogeneous Architectures.
SC
Abtin Rahimian, Ilya Lashuk, Shravan K. Veerapaneni, Aparna Chandramowlishwaran, Dhairya Malhotra, Logan Moon, Rahul S. Sampath, Aashay Shringarpure, Jeffrey S. Vetter, Richard W. Vuduc, Denis Zorin, George Biros
2009 A conf
A massively parallel adaptive fast-multipole method on heterogeneous architectures.
SC
Ilya Lashuk, Aparna Chandramowlishwaran, Harper Langston, Tuan-Anh Nguyen, Rahul S. Sampath, Aashay Shringarpure, Richard W. Vuduc, Lexing Ying, Denis Zorin, George Biros
2009 — conf
Declarative aspects of memory management in the concurrent collections parallel programming model.
DAMP
Zoran Budimlic, Aparna Chandramowlishwaran, Kathleen Knobe, Geoff N. Lowney, Vivek Sarkar, Leo Treggiari
2008 B conf
On the Design of Fast Pseudo-Random Number Generators for the Cell Broadband Engine and an Application to Risk Analysis.
ICPP
David A. Bader, Aparna Chandramowlishwaran, Virat Agarwal