Mohammadreza Soltaniyeh

11 papers A* 1B 1C 1Misc 1Journal 5Unranked 2
YearRankTypeTitle / Venue / Authors
2025 — conf
Revisiting Memory Hierarchies with CMM-H: Use Device-side Caching to Integrate DRAM and SSD for a Hybrid CXL Memory.
HotStorage
Mohammadreza Soltaniyeh, Gongjin Sun, Xuebin Yao, Amir Beygi, Ramdas Kachare, Dongwan Zhao, Hingkwan Huen, Andrew Chang, Senthil Murugesapandian, Caroline Kahn
2024 A* conf
ICGMM: CXL-enabled Memory Expansion with Intelligent Caching Using Gaussian Mixture Model.
DAC
Hanqiu Chen, Yitu Wang, Luis Vitorio Cargnini, Mohammadreza Soltaniyeh, Dongyang Li, Gongjin Sun, Pradeep Subedi, Andrew Chang, Yiran Chen, Cong Hao
2024 J jnl
ICGMM: CXL-enabled Memory Expansion with Intelligent Caching Using Gaussian Mixture Model.
CoRR
Hanqiu Chen, Yitu Wang, Luis Vitorio Cargnini, Mohammadreza Soltaniyeh, Dongyang Li, Gongjin Sun, Pradeep Subedi, Andrew Chang, Yiran Chen, Cong Hao
2022 J jnl
An Accelerator for Sparse Convolutional Neural Networks Leveraging Systolic General Matrix-matrix Multiplication.
ACM Trans. Archit. Code Optim.
Mohammadreza Soltaniyeh, Richard P. Martin, Santosh Nagarakatte
2022 B conf
Near-Storage Processing for Solid State Drive Based Recommendation Inference with SmartSSDs®.
ICPE
Mohammadreza Soltaniyeh, Veronica Lagrange Moutinho dos Reis, Matthew Bryson, Xuebin Yao, Richard P. Martin, Santosh Nagarakatte
2021 Misc conf
Near-Storage Acceleration of Database Query Processing with SmartSSDs.
FCCM
Mohammadreza Soltaniyeh, Veronica Lagrange Moutinho dos Reis, Matthew Bryson, Richard P. Martin, Santosh Nagarakatte
2021 J jnl
SPOTS: An Accelerator for Sparse CNNs Leveraging General Matrix-Matrix Multiplication.
CoRR
Mohammadreza Soltaniyeh, Richard P. Martin, Santosh Nagarakatte
2020 J jnl
Synergistic CPU-FPGA Acceleration of Sparse Linear Algebra.
CoRR
Mohammadreza Soltaniyeh, Richard P. Martin, Santosh Nagarakatte
2018 J jnl
Classifying Data Blocks at Subpage Granularity With an On-Chip Page Table to Improve Coherence in Tiled CMPs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Mohammadreza Soltaniyeh, Ismail Kadayif, Ozcan Ozturk
2016 — conf
Boosting performance of directory-based cache coherence protocols with coherence bypass at subpage granularity and a novel on-chip page table.
Conf. Computing Frontiers
Mohammadreza Soltaniyeh, Ismail Kadayif, Özcan Özturk
2013 C conf
Quota setting router architecture for quality of service in GALS NoC.
RSP
Kazem Cheshmi, Mohammadreza Soltaniyeh, Siamak Mohammadi, Jelena Trajkovic