Mahzabeen Islam

According to our database, Mahzabeen Islam authored at least 16 papers between 2014 and 2024.

Collaborative distances:

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

2024

Balanced Data Placement for GEMV Acceleration with Processing-In-Memory.

Mohamed Assem Ibrahim, Mahzabeen Islam, Shaizeen Aga

CoRR, 2024

JIT-Q: Just-in-time Quantization with Processing-In-Memory for Efficient ML Training.

Mohamed Assem Ibrahim, Shaizeen Aga, Ada Li, Suchita Pati, Mahzabeen Islam

Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

PIM-Potential: Broadening the Acceleration Reach of PIM Architectures.

Johnathan Alsop, Shaizeen Aga, Mohamed Assem Ibrahim, Mahzabeen Islam, Nuwan Jayasena, Andrew McCrabb

Proceedings of the International Symposium on Memory Systems, 2024

T3: Transparent Tracking & Triggering for Fine-grained Overlap of Compute & Collectives.

Suchita Pati, Shaizeen Aga, Mahzabeen Islam, Nuwan Jayasena, Matthew D. Sinclair

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2023

Just-in-time Quantization with Processing-In-Memory for Efficient ML Training.

Mohamed Assem Ibrahim, Shaizeen Aga, Ada Li, Suchita Pati, Mahzabeen Islam

CoRR, 2023

Inclusive-PIM: Hardware-Software Co-design for Broad Acceleration on Commercial PIM Architectures.

Johnathan Alsop, Shaizeen Aga, Mohamed Assem Ibrahim, Mahzabeen Islam, Andrew McCrabb, Nuwan Jayasena

CoRR, 2023

Computation vs. Communication Scaling for Future Transformers on Future Hardware.

Suchita Pati, Shaizeen Aga, Mahzabeen Islam, Nuwan Jayasena, Matthew D. Sinclair

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

Tale of Two Cs: Computation vs. Communication Scaling for Future Transformers on Future Hardware.

Suchita Pati, Shaizeen Aga, Mahzabeen Islam, Nuwan Jayasena, Matthew D. Sinclair

Proceedings of the IEEE International Symposium on Workload Characterization, 2023

2021

Dynamically Adapting Page Migration Policies Based on Applications' Memory Access Behaviors.

Shashank Adavally, Mahzabeen Islam, Krishna Kavi

ACM J. Emerg. Technol. Comput. Syst., 2021

2020

On-the-fly Page Migration and Address Reconciliation for Heterogeneous Memory Systems.

Mahzabeen Islam, Shashank Adavally, Marko Scrbak, Krishna Kavi

ACM J. Emerg. Technol. Comput. Syst., 2020

2017

Exploring the Processing-in-Memory design space.

Marko Scrbak, Mahzabeen Islam, Krishna M. Kavi, Mike Ignatowski, Nuwan Jayasena

J. Syst. Archit., 2017

HBM-Resident Prefetching for Heterogeneous Memory System.

Mahzabeen Islam, Krishna M. Kavi, Mitesh R. Meswani, Soumik Banerjee, Nuwan Jayasena

Proceedings of the Architecture of Computing Systems - ARCS 2017, 2017

2016

Prefetching as a Potentially Effective Technique for Hybrid Memory Optimization.

Mahzabeen Islam, Soumik Banerjee, Mitesh R. Meswani, Krishna M. Kavi

Proceedings of the Second International Symposium on Memory Systems, 2016

2015

Processing-in-Memory: Exploring the Design Space.

Marko Scrbak, Mahzabeen Islam, Krishna M. Kavi, Mike Ignatowski, Nuwan Jayasena

Proceedings of the Architecture of Computing Systems - ARCS 2015, 2015

2014

Improving Node-Level MapReduce Performance Using Processing-in-Memory Technologies.

Mahzabeen Islam, Marko Scrbak, Krishna M. Kavi, Mike Ignatowski, Nuwan Jayasena

Proceedings of the Euro-Par 2014: Parallel Processing Workshops, 2014