Matthew D. Sinclair

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 36

Top Topics

Heterogeneous Systems

Gpu Implementation

Top Venues

Publications

Suchita Pati, Shaizeen Aga, Mahzabeen Islam, Nuwan Jayasena, Matthew D. Sinclair
T3: Transparent Tracking & Triggering for Fine-grained Overlap of Compute & Collectives. CoRR (2024)
Suchita Pati, Shaizeen Aga, Mahzabeen Islam, Nuwan Jayasena, Matthew D. Sinclair
T3: Transparent Tracking & Triggering for Fine-grained Overlap of Compute & Collectives. ASPLOS (2) (2024)
Matthew D. Sinclair, Parthasarathy Ranganathan, Gaurang Upasani, Adrian Sampson, David A. Patterson, Rutwik Jain, Nidhi Parthasarathy, Shaan Shah
Fifty Years of the International Symposium on Computer Architecture: A Data-Driven Retrospective. IEEE Micro 43 (6) (2023)
Preyesh Dalmia, Rohan Mahapatra, Jeremy Intan, Dan Negrut, Matthew D. Sinclair
Improving the Scalability of GPU Synchronization Primitives. IEEE Trans. Parallel Distributed Syst. 34 (1) (2023)
Suchita Pati, Shaizeen Aga, Mahzabeen Islam, Nuwan Jayasena, Matthew D. Sinclair
Computation vs. Communication Scaling for Future Transformers on Future Hardware. CoRR (2023)
Shichen Qiao, Xin Su, Matthew D. Sinclair
Integrating Per-Stream Stat Tracking into Accel-Sim. CoRR (2023)
Gaurang Upasani, Matthew D. Sinclair, Adrian Sampson, Parthasarathy Ranganathan, David A. Patterson, Shaan Shah, Nidhi Parthasarathy, Rutwik Jain
Fifty Years of ISCA: A data-driven retrospective on key trends. CoRR (2023)
Suchita Pati, Shaizeen Aga, Mahzabeen Islam, Nuwan Jayasena, Matthew D. Sinclair
Tale of Two Cs: Computation vs. Communication Scaling for Future Transformers on Future Hardware. IISWC (2023)
Prasoon Sinha, Akhil Guliani, Rutwik Jain, Brandon Tran, Matthew D. Sinclair, Shivaram Venkataraman
Not All GPUs Are Created Equal: Characterizing Variability in Large-Scale, Accelerator-Rich Systems. SC (2022)
Prasoon Sinha, Akhil Guliani, Rutwik Jain, Brandon Tran, Matthew D. Sinclair, Shivaram Venkataraman
Not All GPUs Are Created Equal: Characterizing Variability in Large-Scale, Accelerator-Rich Systems. CoRR (2022)
Johnathan Alsop, Weon Taek Na, Matthew D. Sinclair, Samuel Grayson, Sarita V. Adve
A Case for Fine-grain Coherence Specialization in Heterogeneous Systems. ACM Trans. Archit. Code Optim. 19 (3) (2022)
Suchita Pati, Shaizeen Aga, Nuwan Jayasena, Matthew D. Sinclair
Demystifying BERT: System Design Implications. IISWC (2022)
Preyesh Dalmia, Rohan Mahapatra, Matthew D. Sinclair
Only Buffer When You Need To: Reducing On-chip GPU Traffic with Reconfigurable Local Atomic Buffers. HPCA (2022)
Tsung Tai Yeh, Matthew D. Sinclair, Bradford M. Beckmann, Timothy G. Rogers
Deadline-Aware Offloading for High-Throughput Accelerators. HPCA (2021)
Bobby R. Bruce, Ayaz Akram, Hoa Nguyen, Kyle Roarty, Mahyar Samani, Marjan Fariborz, Trivikram Reddy, Matthew D. Sinclair, Jason Lowe-Power
Enabling Reproducible and Agile Full-System Simulation. ISPASS (2021)
Suchita Pati, Shaizeen Aga, Nuwan Jayasena, Matthew D. Sinclair
Demystifying BERT: Implications for Accelerator Design. CoRR (2021)
Johnathan Alsop, Weon Taek Na, Matthew D. Sinclair, Samuel Grayson, Sarita V. Adve
A Case for Fine-grain Coherence Specialization in Heterogeneous Systems. CoRR (2021)
Suchita Pati, Shaizeen Aga, Matthew D. Sinclair, Nuwan Jayasena
SeqPoint: Identifying Representative Iterations of Sequence-Based Neural Networks. ISPASS (2020)
Muhammad Huzaifa, Johnathan Alsop, Abdulrahman Mahmoud, Giordano Salvador, Matthew D. Sinclair, Sarita V. Adve
Inter-kernel Reuse-aware Thread Block Scheduling. ACM Trans. Archit. Code Optim. 17 (3) (2020)
Yuan-Hsi Chou, Christopher Ng, Shaylin Cattell, Jeremy Intan, Matthew D. Sinclair, Joseph Devietti, Timothy G. Rogers, Tor M. Aamodt
Deterministic Atomic Buffering. MICRO (2020)
Alexandru Dutu, Matthew D. Sinclair, Bradford M. Beckmann, David A. Wood, Marcus Chow
Independent Forward Progress of Work-groups. ISCA (2020)
Giordano Salvador, Wesley H. Darvin, Muhammad Huzaifa, Johnathan Alsop, Matthew D. Sinclair, Sarita V. Adve
Specializing Coherence, Consistency, and Push/Pull for GPU Graph Analytics. ISPASS (2020)
Jason Lowe-Power, Abdul Mutaal Ahmad, Ayaz Akram, Mohammad Alian, Rico Amslinger, Matteo Andreozzi, Adrià Armejach, Nils Asmussen, Srikant Bharadwaj, Gabe Black, Gedare Bloom, Bobby R. Bruce, Daniel Rodrigues Carvalho, Jerónimo Castrillón, Lizhong Chen, Nicolas Derumigny, Stephan Diestelhorst, Wendy Elsasser, Marjan Fariborz, Amin Farmahini Farahani, Pouya Fotouhi, Ryan Gambord, Jayneel Gandhi, Dibakar Gope, Thomas Grass, Bagus Hanindhito, Andreas Hansson, Swapnil Haria, Austin Harris, Timothy Hayes, Adrian Herrera, Matthew Horsnell, Syed Ali Raza Jafri, Radhika Jagtap, Hanhwi Jang, Reiley Jeyapaul, Timothy M. Jones, Matthias Jung, Subash Kannoth, Hamidreza Khaleghzadeh, Yuetsu Kodama, Tushar Krishna, Tommaso Marinelli, Christian Menard, Andrea Mondelli, Tiago Mück, Omar Naji, Krishnendra Nathella, Hoa Nguyen, Nikos Nikoleris, Lena E. Olson, Marc S. Orr, Binh Pham, Pablo Prieto, Trivikram Reddy, Alec Roelke, Mahyar Samani, Andreas Sandberg, Javier Setoain, Boris Shingarov, Matthew D. Sinclair, Tuan Ta, Rahul Thakur, Giacomo Travaglini, Michael Upton, Nilay Vaish, Ilias Vougioukas, Zhengrong Wang, Norbert Wehn, Christian Weis, David A. Wood, Hongil Yoon, Éder F. Zulian
The gem5 Simulator: Version 20.0+. CoRR (2020)
Suchita Pati, Shaizeen Aga, Matthew D. Sinclair, Nuwan Jayasena
SeqPoint: Identifying Representative Iterations of Sequence-based Neural Networks. CoRR (2020)
Giordano Salvador, Wesley H. Darvin, Muhammad Huzaifa, Johnathan Alsop, Matthew D. Sinclair, Sarita V. Adve
Specializing Coherence, Consistency, and Push/Pull for GPU Graph Analytics. CoRR (2020)
Johnathan Alsop, Matthew D. Sinclair, Srikant Bharadwaj, Alexandru Dutu, Anthony Gutierrez, Onur Kayiran, Michael LeBeane, Sooraj Puthoor, Xianwei Zhang, Tsung Tai Yeh, Bradford M. Beckmann
Optimizing GPU Cache Policies for MI Workloads. CoRR (2019)
Jonathan Lew, Deval A. Shah, Suchita Pati, Shaylin Cattell, Mengchi Zhang, Amruth Sandhupatla, Christopher Ng, Negar Goli, Matthew D. Sinclair, Timothy G. Rogers, Tor M. Aamodt
Analyzing Machine Learning Workloads Using a Detailed GPU Simulator. ISPASS (2019)
Johnathan Alsop, Xianwei Zhang, Tsung Tai Yeh, Bradford M. Beckmann, Matthew D. Sinclair, Srikant Bharadwaj, Alexandru Dutu, Anthony Gutierrez, Onur Kayiran, Michael LeBeane, Brandon Potter, Sooraj Puthoor
Optimizing GPU Cache Policies for MI Workloads. IISWC (2019)
Anthony Gutierrez, Bradford M. Beckmann, Alexandru Dutu, Joseph Gross, Michael LeBeane, John Kalamatianos, Onur Kayiran, Matthew Poremba, Brandon Potter, Sooraj Puthoor, Matthew D. Sinclair, Mark Wyse, Jieming Yin, Xianwei Zhang, Akshay Jain, Timothy G. Rogers
Lost in Abstraction: Pitfalls of Analyzing GPUs at the Intermediate Language Level. HPCA (2018)
Johnathan Alsop, Matthew D. Sinclair, Sarita V. Adve
Spandex: A Flexible Interface for Efficient Heterogeneous Coherence. ISCA (2018)
Jonathan Lew, Deval Shah, Suchita Pati, Shaylin Cattell, Mengchi Zhang, Amruth Sandhupatla, Christopher Ng, Negar Goli, Matthew D. Sinclair, Timothy G. Rogers, Tor M. Aamodt
Analyzing Machine Learning Workloads Using a Detailed GPU Simulator. CoRR (2018)
Maria Kotsifakou, Prakalp Srivastava, Matthew D. Sinclair, Rakesh Komuravelli, Vikram S. Adve, Sarita V. Adve
HPVM: heterogeneous parallel virtual machine. PPOPP (2018)
Matthew D. Sinclair, Johnathan Alsop, Sarita V. Adve
Chasing Away RAts: Semantics and Evaluation for Relaxed Atomics on Heterogeneous Systems. ISCA (2017)
Matthew D. Sinclair, Johnathan Alsop, Sarita V. Adve
HeteroSync: A benchmark suite for fine-grained synchronization on tightly coupled GPUs. IISWC (2017)
Prakalp Srivastava, Maria Kotsifakou, Matthew D. Sinclair, Rakesh Komuravelli, Vikram S. Adve, Sarita V. Adve
POSTER: hVISC: A Portable Abstraction for Heterogeneous Parallel Systems. PACT (2016)
Johnathan Alsop, Matthew D. Sinclair, Rakesh Komuravelli, Sarita V. Adve
GSI: A GPU Stall Inspector to characterize the sources of memory stalls for tightly coupled GPUs. ISPASS (2016)
Rakesh Komuravelli, Matthew D. Sinclair, Johnathan Alsop, Muhammad Huzaifa, Maria Kotsifakou, Prakalp Srivastava, Sarita V. Adve, Vikram S. Adve
Stash: have your scratchpad and cache it too. ISCA (2015)
Matthew D. Sinclair, Johnathan Alsop, Sarita V. Adve
Efficient GPU synchronization without scopes: saying no to complex consistency models. MICRO (2015)
Shuou Nomura, Matthew D. Sinclair, Chen-Han Ho, Venkatraman Govindaraju, Marc de Kruijf, Karthikeyan Sankaralingam
Sampling + DMR: practical and low-overhead permanent fault detection. ISCA (2011)