Ashwin M. Aji

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 11

Top Topics

Scientific Discovery

Human Reasoning

Directed Acyclic Graph

Top Venues

Publications

Massimiliano Lupo Pasini, Jong Youl Choi, Kshitij Mehta, Pei Zhang, David Rogers, Jonghyun Bae, Khaled Z. Ibrahim, Ashwin M. Aji, Karl W. Schulz, Jorda Polo, Prasanna Balaprakash
Scalable Training of Graph Foundation Models for Atomistic Materials Modeling: A Case Study with HydraGNN. CoRR (2024)
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
A Research Retrospective on AMD's Exascale Computing Journey. ISCA (2023)
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
DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies. CoRR (2023)
Ahmed E. Helal, Ashwin M. Aji, Michael L. Chu, Bradford M. Beckmann, Wu-chun Feng
Adaptive Task Aggregation for High-Performance Sparse Solvers on GPUs. PACT (2019)
Anirudh Mohan Kaushik, Ashwin M. Aji, Muhammad Amber Hassaan, Noel Chalmers, Noah Wolfe, Scott Moe, Sooraj Puthoor, Bradford M. Beckmann
Optimizing Hyperplane Sweep Operations Using Asynchronous Multi-grain GPU Tasks. IISWC (2019)
Apan Qasem, Ashwin M. Aji, Michael L. Chu
Investigating Data Layout Transformations in Chapel. IPDPS Workshops (2018)
Jing Zhang, Ashwin M. Aji, Michael L. Chu, Hao Wang, Wu-chun Feng
Taming irregular applications via advanced dynamic parallelism on GPUs. CF (2018)
Apan Qasem, Ashwin M. Aji, Gregory Rodgers
Characterizing data organization effects on heterogeneous memory architectures. CGO (2017)
Ashwin M. Aji, Antonio J. Peña, Pavan Balaji, Wu-chun Feng
MultiCL: Enabling automatic scheduling for task-parallel workloads in OpenCL. Parallel Comput. 58 (2016)
Sooraj Puthoor, Ashwin M. Aji, Shuai Che, Mayank Daga, Wei Wu, Bradford M. Beckmann, Gregory Rodgers
Implementing directed acyclic graphs with the heterogeneous system architecture. GPGPU@PPoPP (2016)
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
MPI-ACC: Accelerator-Aware MPI for Scientific Applications. IEEE Trans. Parallel Distributed Syst. 27 (5) (2016)
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
On the efficacy of GPU-integrated MPI for scientific applications. HPDC (2013)
Ashwin M. Aji, Pavan Balaji, James Dinan, Wu-chun Feng, Rajeev Thakur
Synchronization and Ordering Semantics in Hybrid MPI+GPU Programming. IPDPS Workshops (2013)
Palden Lama, Yan Li, Ashwin M. Aji, Pavan Balaji, James Dinan, Shucai Xiao, Yunquan Zhang, Wu-chun Feng, Rajeev Thakur, Xiaobo Zhou
pVOCL: Power-Aware Dynamic Placement and Migration in Virtualized GPU Environments. ICDCS (2013)
Lokendra S. Panwar, Ashwin M. Aji, Jiayuan Meng, Pavan Balaji, Wu-chun Feng
Online Performance Projection for Clusters with Heterogeneous GPUs. ICPADS (2013)
Keith R. Bisset, Ashwin M. Aji, Eric J. Bohm, Laxmikant V. Kalé, Tariq Kamal, Madhav V. Marathe, Jae-Seung Yeom
Simulating the Spread of Infectious Disease over Large Realistic Social Networks Using Charm++. IPDPS Workshops (2012)
Feng Ji, Ashwin M. Aji, James Dinan, Darius Buntinas, Pavan Balaji, Wu-chun Feng, Xiaosong Ma
Efficient Intranode Communication in GPU-Accelerated Systems. IPDPS Workshops (2012)
Ashwin M. Aji, James Dinan, Darius Buntinas, Pavan Balaji, Wu-chun Feng, Keith R. Bisset, Rajeev Thakur
MPI-ACC: An Integrated and Extensible Approach to Data Movement in Accelerator-based Systems. HPCC-ICESS (2012)
Feng Ji, Ashwin M. Aji, James Dinan, Darius Buntinas, Pavan Balaji, Rajeev Thakur, Wu-chun Feng, Xiaosong Ma
DMA-Assisted, Intranode Communication in GPU Accelerated Systems. HPCC-ICESS (2012)
Keith R. Bisset, Ashwin M. Aji, Madhav V. Marathe, Wu-chun Feng
High-performance biocomputing for simulating the spread of contagion over large contact networks. ICCABS (2011)
Keith R. Bisset, Ashwin M. Aji, Tariq Kamal, Jae-Seung Yeom
Poster: large-scale computational epidemiology modeling using charm++. SC Companion (2011)
Ashwin M. Aji, Mayank Daga, Wu-chun Feng
Bounding the effect of partition camping in GPU kernels. Conf. Computing Frontiers (2011)
Ashwin M. Aji, Liqing Zhang, Wu-chun Feng
GPU-RMAP: Accelerating Short-Read Mapping on Graphics Processors. CSE (2010)
Shucai Xiao, Ashwin M. Aji, Wu-chun Feng
On the Robust Mapping of Dynamic Programming onto a Graphics Processing Unit. ICPADS (2009)
Ashwin M. Aji, Wu-chun Feng, Filip Blagojevic, Dimitrios S. Nikolopoulos
Cell-SWat: modeling and scheduling wavefront computations on the cell broadband engine. Conf. Computing Frontiers (2008)
Ashwin M. Aji, Wu-chun Feng
Optimizing performance, cost, and sensitivity in pairwise sequence search on a cluster of PlayStations. BIBE (2008)