Mahzabeen Islam

22 papers A* 1B 1Journal 11Unranked 9
YearRankTypeTitle / Venue / Authors
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
2024 J jnl
Balanced Data Placement for GEMV Acceleration with Processing-In-Memory.
CoRR
Mohamed Assem Ibrahim, Mahzabeen Islam, Shaizeen Aga
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
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
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
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
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
2021 J jnl
Dynamically Adapting Page Migration Policies Based on Applications' Memory Access Behaviors.
ACM J. Emerg. Technol. Comput. Syst.
Shashank Adavally, Mahzabeen Islam, Krishna Kavi
2020 J jnl
On-the-fly Page Migration and Address Reconciliation for Heterogeneous Memory Systems.
ACM J. Emerg. Technol. Comput. Syst.
Mahzabeen Islam, Shashank Adavally, Marko Scrbak, Krishna Kavi
2017 J jnl
Exploring the Processing-in-Memory design space.
J. Syst. Archit.
Marko Scrbak, Mahzabeen Islam, Krishna M. Kavi, Mike Ignatowski, Nuwan Jayasena
2017 — conf
HBM-Resident Prefetching for Heterogeneous Memory System.
ARCS
Mahzabeen Islam, Krishna M. Kavi, Mitesh R. Meswani, Soumik Banerjee, Nuwan Jayasena
2016 — conf
Prefetching as a Potentially Effective Technique for Hybrid Memory Optimization.
MEMSYS
Mahzabeen Islam, Soumik Banerjee, Mitesh R. Meswani, Krishna M. Kavi
2015 — conf
Processing-in-Memory: Exploring the Design Space.
ARCS
Marko Scrbak, Mahzabeen Islam, Krishna M. Kavi, Mike Ignatowski, Nuwan Jayasena
2014 — conf
Improving Node-Level MapReduce Performance Using Processing-in-Memory Technologies.
Euro-Par Workshops (2)
Mahzabeen Islam, Marko Scrbak, Krishna M. Kavi, Mike Ignatowski, Nuwan Jayasena