Shaizeen Aga

38 papers A* 5A 3B 3Journal 17Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Chopper: A Multi-Level GPU Characterization Tool & Derived Insights Into LLM Training Inefficiency.
CoRR
Marco Kurzynski, Shaizeen Aga, Di Wu
2025 B conf
ConCCL: Optimizing ML Concurrent Computation and Communication with GPU DMA Engines.
ISPASS
Anirudha Agrawal, Shaizeen Aga, Suchita Pati, Mahzabeen Islam
2025 J jnl
DMA Collectives for Efficient ML Communication Offloads.
CoRR
Suchita Pati, Mahzabeen Islam, Shaizeen Aga, Mohamed Assem Ibrahim
2025 J jnl
Design Space Exploration of DMA based Finer-Grain Compute Communication Overlap.
CoRR
Shagnik Pal, Shaizeen Aga, Suchita Pati, Mahzabeen Islam, Lizy K. John
2025 B conf
FinGraV: Methodology for Fine-Grain GPU Power Visibility and Insights.
ISPASS
Varsha Singhania, Shaizeen Aga, Mohamed Assem Ibrahim
2025 J jnl
GOLDYLOC: Global Optimizations & Lightweight Dynamic Logic for Concurrency.
ACM Trans. Archit. Code Optim.
Suchita Pati, Shaizeen Aga, Nuwan Jayasena, Matthew D. Sinclair
2025 J jnl
Lit Silicon: A Case Where Thermal Imbalance Couples Concurrent Execution in Multiple GPUs.
CoRR
Marco Kurzynski, Shaizeen Aga, Di Wu
2024 J jnl
Balanced Data Placement for GEMV Acceleration with Processing-In-Memory.
CoRR
Mohamed Assem Ibrahim, Mahzabeen Islam, Shaizeen Aga
2024 J jnl
Global Optimizations & Lightweight Dynamic Logic for Concurrency.
CoRR
Suchita Pati, Shaizeen Aga, Nuwan Jayasena, Matthew D. Sinclair
2024 — conf
JIT-Q: Just-in-time Quantization with Processing-In-Memory for Efficient ML Training.
MLSys
Mohamed Assem Ibrahim, Shaizeen Aga, Ada Li, Suchita Pati, Mahzabeen Islam
2024 J jnl
Methodology for Fine-Grain GPU Power Visibility and Insights.
CoRR
Varsha Singhania, Shaizeen Aga, Mohamed Assem Ibrahim
2024 J jnl
Optimizing ML Concurrent Computation and Communication with GPU DMA Engines.
CoRR
Anirudha Agrawal, Shaizeen Aga, Suchita Pati, Mahzabeen Islam
2024 — conf
PIM-Potential: Broadening the Acceleration Reach of PIM Architectures.
MEMSYS
Johnathan Alsop, Shaizeen Aga, Mohamed Assem Ibrahim, Mahzabeen Islam, Nuwan Jayasena, Andrew McCrabb
2024 — conf
PIMnast: Balanced Data Placement for GEMV Acceleration with Processing-In-Memory.
SC Workshops
Mohamed Assem Ibrahim, Mahzabeen Islam, Shaizeen Aga
2024 — conf
Pimacolaba: Collaborative Acceleration for FFT on Commercial Processing-In-Memory Architectures.
MEMSYS
Mohamed Assem Ibrahim, Shaizeen Aga
2024 — conf
T3: Transparent Tracking & Triggering for Fine-grained Overlap of Compute & Collectives.
ASPLOS (2)
Suchita Pati, Shaizeen Aga, Mahzabeen Islam, Nuwan Jayasena, Matthew D. Sinclair
2024 J jnl
T3: Transparent Tracking & Triggering for Fine-grained Overlap of Compute & Collectives.
CoRR
Suchita Pati, Shaizeen Aga, Mahzabeen Islam, Nuwan Jayasena, Matthew D. Sinclair
2023 A* conf
A Research Retrospective on AMD's Exascale Computing Journey.
ISCA
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
2023 J jnl
Collaborative Acceleration for FFT on Commercial Processing-In-Memory Architectures.
CoRR
Mohamed Assem Ibrahim, Shaizeen Aga
2023 J jnl
Computation vs. Communication Scaling for Future Transformers on Future Hardware.
CoRR
Suchita Pati, Shaizeen Aga, Mahzabeen Islam, Nuwan Jayasena, Matthew D. Sinclair
2023 J jnl
Egalitarian ORAM: Wear-Leveling for ORAM.
CoRR
Yi Zheng, Aasheesh Kolli, Shaizeen Aga
2023 J jnl
Inclusive-PIM: Hardware-Software Co-design for Broad Acceleration on Commercial PIM Architectures.
CoRR
Johnathan Alsop, Shaizeen Aga, Mohamed Assem Ibrahim, Mahzabeen Islam, Andrew McCrabb, Nuwan Jayasena
2023 J jnl
Just-in-time Quantization with Processing-In-Memory for Efficient ML Training.
CoRR
Mohamed Assem Ibrahim, Shaizeen Aga, Ada Li, Suchita Pati, Mahzabeen Islam
2023 — conf
Tale of Two Cs: Computation vs. Communication Scaling for Future Transformers on Future Hardware.
IISWC
Suchita Pati, Shaizeen Aga, Mahzabeen Islam, Nuwan Jayasena, Matthew D. Sinclair
2022 — conf
Demystifying BERT: System Design Implications.
IISWC
Suchita Pati, Shaizeen Aga, Nuwan Jayasena, Matthew D. Sinclair
2021 J jnl
Demystifying BERT: Implications for Accelerator Design.
CoRR
Suchita Pati, Shaizeen Aga, Nuwan Jayasena, Matthew D. Sinclair
2021 — conf
Efficient Cache Utilization via Model-aware Data Placement for Recommendation Models.
MEMSYS
Mohamed Assem Ibrahim, Onur Kayiran, Shaizeen Aga
2020 B conf
SeqPoint: Identifying Representative Iterations of Sequence-Based Neural Networks.
ISPASS
Suchita Pati, Shaizeen Aga, Matthew D. Sinclair, Nuwan Jayasena
2020 J jnl
SeqPoint: Identifying Representative Iterations of Sequence-based Neural Networks.
CoRR
Suchita Pati, Shaizeen Aga, Matthew D. Sinclair, Nuwan Jayasena
2019 — conf
Co-ML: a case for <u>co</u>llaborative <u>ML</u> acceleration using near-data processing.
MEMSYS
Shaizeen Aga, Nuwan Jayasena, Mike Ignatowski
2019 A* conf
InvisiPage: oblivious demand paging for secure enclaves.
ISCA
Shaizeen Aga, Satish Narayanasamy
2018 A conf
MOCA: Memory Object Classification and Allocation in Heterogeneous Memory Systems.
IPDPS
Aditya Narayan, Tiansheng Zhang, Shaizeen Aga, Satish Narayanasamy, Ayse K. Coskun
2017 A* conf
Compute Caches.
HPCA
Shaizeen Aga, Supreet Jeloka, Arun Subramaniyan, Satish Narayanasamy, David T. Blaauw, Reetuparna Das
2017 A* conf
InvisiMem: Smart Memory Defenses for Memory Bus Side Channel.
ISCA
Shaizeen Aga, Satish Narayanasamy
2017 — —
Near Data Processing for Efficient and Trusted Systems.
Shaizeen Aga
2015 A conf
CilkSpec: optimistic concurrency for Cilk.
SC
Shaizeen Aga, Sriram Krishnamoorthy, Satish Narayanasamy
2015 A* conf
Efficiently enforcing strong memory ordering in GPUs.
MICRO
Abhayendra Singh, Shaizeen Aga, Satish Narayanasamy
2015 A conf
zFENCE: Data-less Coherence for Efficient Fences.
ICS
Shaizeen Aga, Abhayendra Singh, Satish Narayanasamy