Mohammadreza Soltaniyeh

According to our database, Mohammadreza Soltaniyeh authored at least 11 papers between 2013 and 2026.

Collaborative distances:

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

2026

COMETS: Cost-effective Multi-node Efficient Training System with Memory Pooling and Sharing.

Hanqiu Chen, Shao-Peng Yang, Mohammadreza Soltaniyeh, Shuyi Pei, Andrew Chang, Bryan S. Kim, Cong Hao

Proceedings of the 40th ACM International Conference on Supercomputing, 2026

2025

Revisiting Memory Hierarchies with CMM-H: Use Device-side Caching to Integrate DRAM and SSD for a Hybrid CXL Memory.

Mohammadreza Soltaniyeh, Gongjin Sun, Xuebin Yao, Amir Beygi, Ramdas Kachare, Dongwan Zhao, Hingkwan Huen, Andrew Chang, Senthil Murugesapandian, Caroline Kahn

Proceedings of the 17th ACM Workshop on Hot Topics in Storage and File Systems, 2025

2024

ICGMM: CXL-enabled Memory Expansion with Intelligent Caching Using Gaussian Mixture Model.

Hanqiu Chen, Yitu Wang, Luis Vitorio Cargnini, Mohammadreza Soltaniyeh, Dongyang Li, Gongjin Sun, Pradeep Subedi, Andrew Chang, Yiran Chen, Cong Hao

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2022

An Accelerator for Sparse Convolutional Neural Networks Leveraging Systolic General Matrix-matrix Multiplication.

Mohammadreza Soltaniyeh, Richard P. Martin, Santosh Nagarakatte

ACM Trans. Archit. Code Optim., 2022

Near-Storage Processing for Solid State Drive Based Recommendation Inference with SmartSSDs®.

Mohammadreza Soltaniyeh, Veronica Lagrange Moutinho dos Reis, Matthew Bryson, Xuebin Yao, Richard P. Martin, Santosh Nagarakatte

Proceedings of the ICPE '22: ACM/SPEC International Conference on Performance Engineering, Bejing, China, April 9, 2022

2021

SPOTS: An Accelerator for Sparse CNNs Leveraging General Matrix-Matrix Multiplication.

Mohammadreza Soltaniyeh, Richard P. Martin, Santosh Nagarakatte

CoRR, 2021

Near-Storage Acceleration of Database Query Processing with SmartSSDs.

Mohammadreza Soltaniyeh, Veronica Lagrange Moutinho dos Reis, Matthew Bryson, Richard P. Martin, Santosh Nagarakatte

Proceedings of the 29th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2021

2020

Synergistic CPU-FPGA Acceleration of Sparse Linear Algebra.

Mohammadreza Soltaniyeh, Richard P. Martin, Santosh Nagarakatte

CoRR, 2020

2018

Classifying Data Blocks at Subpage Granularity With an On-Chip Page Table to Improve Coherence in Tiled CMPs.

Mohammadreza Soltaniyeh, Ismail Kadayif, Ozcan Ozturk

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018

2016

Boosting performance of directory-based cache coherence protocols with coherence bypass at subpage granularity and a novel on-chip page table.

Mohammadreza Soltaniyeh, Ismail Kadayif, Özcan Özturk

Proceedings of the ACM International Conference on Computing Frontiers, CF'16, 2016

2013

Quota setting router architecture for quality of service in GALS NoC.

Kazem Cheshmi, Mohammadreza Soltaniyeh, Siamak Mohammadi, Jelena Trajkovic

Proceedings of the 24th IEEE International Symposium on Rapid System Prototyping, 2013