Ashwin M. Aji

According to our database, Ashwin M. Aji authored at least 29 papers between 2008 and 2024.

Collaborative distances:

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

2024

Scalable Training of Graph Foundation Models for Atomistic Materials Modeling: A Case Study with HydraGNN.

Massimiliano Lupo Pasini, Jong Youl Choi, Kshitij Mehta, Pei Zhang, David M. Rogers, Jonghyun Bae, Khaled Z. Ibrahim, Ashwin M. Aji, Karl W. Schulz, Jorda Polo, Prasanna Balaprakash

CoRR, 2024

2023

DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies.

Shuaiwen Leon Song, Bonnie Kruft, Minjia Zhang, Conglong Li, Shiyang Chen, Chengming Zhang, Masahiro Tanaka, Xiaoxia Wu, Jeff Rasley, Ammar Ahmad Awan, Connor Holmes, Martin Cai, Adam Ghanem, Zhongzhu Zhou, Yuxiong He, Pete Luferenko, Divya Kumar, Jonathan A. Weyn, Ruixiong Zhang, Sylwester Klocek, Volodymyr Vragov, Mohammed AlQuraishi, Gustaf Ahdritz, Christina Floristean, Cristina Negri, Rao Kotamarthi, Venkatram Vishwanath, Arvind Ramanathan, Sam Foreman, Kyle Hippe, Troy Arcomano, Romit Maulik, Maxim Zvyagin, Alexander Brace, Bin Zhang, Cindy Orozco Bohorquez, Austin Clyde, Bharat Kale, Danilo Perez-Rivera, Heng Ma, Carla M. Mann, Michael W. Irvin, J. Gregory Pauloski, Logan T. Ward, Valérie Hayot-Sasson, Murali Emani, Zhen Xie, Diangen Lin, Maulik Shukla, Ian T. Foster, James J. Davis, Michael E. Papka, Thomas S. Brettin, Prasanna Balaprakash, Gina Tourassi, John Gounley, Heidi A. Hanson, Thomas E. Potok, Massimiliano Lupo Pasini, Kate Evans, Dan Lu, Dalton D. Lunga, Junqi Yin, Sajal Dash, Feiyi Wang, Mallikarjun Shankar, Isaac Lyngaas, Xiao Wang, Guojing Cong, Pei Zhang, Ming Fan, Siyan Liu, Adolfy Hoisie, Shinjae Yoo, Yihui Ren, William Tang, Kyle Felker, Alexey Svyatkovskiy, Hang Liu, Ashwin M. Aji, Angela Dalton, Michael J. Schulte, Karl Schulz, Yuntian Deng, Weili Nie, Josh Romero, Christian Dallago, Arash Vahdat, Chaowei Xiao, Thomas Gibbs, Anima Anandkumar, Rick Stevens

CoRR, 2023

A Research Retrospective on AMD's Exascale Computing Journey.

Gabriel H. Loh, Michael J. Schulte, Mike Ignatowski, Vignesh Adhinarayanan, Shaizeen Aga, Derrick Aguren, Varun Agrawal, Ashwin M. Aji, Johnathan Alsop, Paul T. Bauman, Bradford M. Beckmann, Majed Valad Beigi, Sergey Blagodurov, Travis Boraten, Michael Boyer, William C. Brantley, Noel Chalmers, Shaoming Chen, Kevin Cheng, Michael L. Chu, David Cownie, Nicholas Curtis, Joris Del Pino, Nam Duong, Alexandru Dutu, Yasuko Eckert, Christopher Erb, Chip Freitag, Joseph L. Greathouse, Sudhanva Gurumurthi, Anthony Gutierrez, Khaled Hamidouche, Sachin Hossamani, Wei Huang, Mahzabeen Islam, Nuwan Jayasena, John Kalamatianos, Onur Kayiran, Jagadish Kotra, Alan Lee, Daniel Lowell, Niti Madan, Abhinandan Majumdar, Nicholas Malaya, Srilatha Manne, Susumu Mashimo, Damon McDougall, Elliot Mednick, Michael Mishkin, Mark Nutter, Indrani Paul, Matthew Poremba, Brandon Potter, Kishore Punniyamurthy, Sooraj Puthoor, Steven E. Raasch, Karthik Rao, Gregory Rodgers, Marko Scrbak, Mohammad Seyedzadeh, John Slice, Vilas Sridharan, René van Oostrum, Eric Van Tassell, Abhinav Vishnu, Samuel Wasmundt, Mark Wilkening, Noah Wolfe, Mark Wyse, Adithya Yalavarti, Dmitri Yudanov

Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023

2019

Optimizing Hyperplane Sweep Operations Using Asynchronous Multi-grain GPU Tasks.

Anirudh Mohan Kaushik, Ashwin M. Aji, Muhammad Amber Hassaan, Noel Chalmers, Noah Wolfe, Scott Moe, Sooraj Puthoor, Bradford M. Beckmann

Proceedings of the IEEE International Symposium on Workload Characterization, 2019

Adaptive Task Aggregation for High-Performance Sparse Solvers on GPUs.

Ahmed E. Helal, Ashwin M. Aji, Michael L. Chu, Bradford M. Beckmann, Wu-chun Feng

Proceedings of the 28th International Conference on Parallel Architectures and Compilation Techniques, 2019

2018

Investigating Data Layout Transformations in Chapel.

Apan Qasem, Ashwin M. Aji, Michael L. Chu

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

Taming irregular applications via advanced dynamic parallelism on GPUs.

Jing Zhang, Ashwin M. Aji, Michael L. Chu, Hao Wang, Wu-chun Feng

Proceedings of the 15th ACM International Conference on Computing Frontiers, 2018

2017

Characterizing data organization effects on heterogeneous memory architectures.

Apan Qasem, Ashwin M. Aji, Gregory Rodgers

Proceedings of the 2017 International Symposium on Code Generation and Optimization, 2017

2016

MPI-ACC: Accelerator-Aware MPI for Scientific Applications.

Ashwin M. Aji, Lokendra S. Panwar, Feng Ji, Karthik Murthy, Milind Chabbi, Pavan Balaji, Keith R. Bisset, James Dinan, Wu-chun Feng, John M. Mellor-Crummey, Xiaosong Ma, Rajeev Thakur

IEEE Trans. Parallel Distributed Syst., 2016

MultiCL: Enabling automatic scheduling for task-parallel workloads in OpenCL.

Ashwin M. Aji, Antonio J. Peña, Pavan Balaji, Wu-chun Feng

Parallel Comput., 2016

Implementing directed acyclic graphs with the heterogeneous system architecture.

Sooraj Puthoor, Ashwin M. Aji, Shuai Che, Mayank Daga, Wei Wu, Bradford M. Beckmann, Gregory Rodgers

Proceedings of the 9th Annual Workshop on General Purpose Processing using Graphics Processing Unit, 2016

2015

Programming High-Performance Clusters with Heterogeneous Computing Devices.

Ashwin M. Aji

PhD thesis, 2015

Automatic Command Queue Scheduling for Task-Parallel Workloads in OpenCL.

Ashwin Mandayam Aji, Antonio J. Peña, Pavan Balaji, Wu-chun Feng

Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015

2013

Synchronization and Ordering Semantics in Hybrid MPI+GPU Programming.

Ashwin M. Aji, Pavan Balaji, James Dinan, Wu-chun Feng, Rajeev Thakur

Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

Online Performance Projection for Clusters with Heterogeneous GPUs.

Lokendra S. Panwar, Ashwin M. Aji, Jiayuan Meng, Pavan Balaji, Wu-chun Feng

Proceedings of the 19th IEEE International Conference on Parallel and Distributed Systems, 2013

pVOCL: Power-Aware Dynamic Placement and Migration in Virtualized GPU Environments.

Palden Lama, Yan Li, Ashwin M. Aji, Pavan Balaji, James Dinan, Shucai Xiao, Yunquan Zhang, Wu-chun Feng, Rajeev Thakur, Xiaobo Zhou

Proceedings of the IEEE 33rd International Conference on Distributed Computing Systems, 2013

On the efficacy of GPU-integrated MPI for scientific applications.

Ashwin M. Aji, Lokendra S. Panwar, Feng Ji, Milind Chabbi, Karthik Murthy, Pavan Balaji, Keith R. Bisset, James Dinan, Wu-chun Feng, John M. Mellor-Crummey, Xiaosong Ma, Rajeev Thakur

Proceedings of the 22nd International Symposium on High-Performance Parallel and Distributed Computing, 2013

Contagion Diffusion with EpiSimdemics.

Keith R. Bisset, Ashwin M. Aji, Tariq Kamal, Jae-Seung Yeom, Madhav V. Marathe, Eric J. Bohm, Abhishek Gupta

Proceedings of the Parallel Science and Engineering Applications - The Charm++ Approach., 2013

2012

Efficient Intranode Communication in GPU-Accelerated Systems.

Feng Ji, Ashwin M. Aji, James Dinan, Darius Buntinas, Pavan Balaji, Wu-chun Feng, Xiaosong Ma

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

Simulating the Spread of Infectious Disease over Large Realistic Social Networks Using Charm++.

Keith R. Bisset, Ashwin M. Aji, Eric J. Bohm, Laxmikant V. Kalé, Tariq Kamal, Madhav V. Marathe, Jae-Seung Yeom

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

DMA-Assisted, Intranode Communication in GPU Accelerated Systems.

Feng Ji, Ashwin M. Aji, James Dinan, Darius Buntinas, Pavan Balaji, Rajeev Thakur, Wu-chun Feng, Xiaosong Ma

Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012

MPI-ACC: An Integrated and Extensible Approach to Data Movement in Accelerator-based Systems.

Ashwin M. Aji, James Dinan, Darius Buntinas, Pavan Balaji, Wu-chun Feng, Keith R. Bisset, Rajeev Thakur

Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012

2011

Poster: large-scale computational epidemiology modeling using charm++.

Keith R. Bisset, Ashwin M. Aji, Tariq Kamal, Jae-Seung Yeom

Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis, 2011

High-performance biocomputing for simulating the spread of contagion over large contact networks.

Keith R. Bisset, Ashwin M. Aji, Madhav V. Marathe, Wu-chun Feng

Proceedings of the IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences, 2011

Bounding the effect of partition camping in GPU kernels.

Ashwin M. Aji, Mayank Daga, Wu-chun Feng

Proceedings of the 8th Conference on Computing Frontiers, 2011

2010

GPU-RMAP: Accelerating Short-Read Mapping on Graphics Processors.

Ashwin M. Aji, Liqing Zhang, Wu-chun Feng

Proceedings of the 13th IEEE International Conference on Computational Science and Engineering, 2010

2009

On the Robust Mapping of Dynamic Programming onto a Graphics Processing Unit.

Shucai Xiao, Ashwin M. Aji, Wu-chun Feng

Proceedings of the 15th IEEE International Conference on Parallel and Distributed Systems, 2009

2008

Cell-SWat: modeling and scheduling wavefront computations on the cell broadband engine.

Ashwin M. Aji, Wu-chun Feng, Filip Blagojevic, Dimitrios S. Nikolopoulos

Proceedings of the 5th Conference on Computing Frontiers, 2008

Optimizing performance, cost, and sensitivity in pairwise sequence search on a cluster of PlayStations.

Ashwin M. Aji, Wu-chun Feng

Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008