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2020 – today
- 2022
[j7]Giovanna Carpi
, Lev Gorenstein, Timothy T. Harkins, Mehrzad Samadi, Pankaj Vats:
A GPU-accelerated compute framework for pathogen genomic variant identification to aid genomic epidemiology of infectious disease: a malaria case study. Briefings Bioinform. 23(5) (2022)
2010 – 2019
- 2018
- [i1]Parker Hill, Babak Zamirai, Shengshuo Lu, Yu-Wei Chao, Michael Laurenzano, Mehrzad Samadi, Marios C. Papaefthymiou, Scott A. Mahlke, Thomas F. Wenisch, Jia Deng, Lingjia Tang, Jason Mars:
Rethinking Numerical Representations for Deep Neural Networks. CoRR abs/1808.02513 (2018) - 2016
- [j6]Daya Shanker Khudia, Babak Zamirai, Mehrzad Samadi, Scott A. Mahlke:
Quality Control for Approximate Accelerators by Error Prediction. IEEE Des. Test 33(1): 43-50 (2016) - [c13]Michael A. Laurenzano, Parker Hill, Mehrzad Samadi, Scott A. Mahlke, Jason Mars, Lingjia Tang:
Input responsiveness: using canary inputs to dynamically steer approximation. PLDI 2016: 161-176 - 2015
- [j5]Janghaeng Lee, Mehrzad Samadi, Yongjun Park, Scott A. Mahlke:
SKMD: Single Kernel on Multiple Devices for Transparent CPU-GPU Collaboration. ACM Trans. Comput. Syst. 33(3): 9:1-9:27 (2015) - [c12]Janghaeng Lee, Mehrzad Samadi, Scott A. Mahlke:
Orchestrating Multiple Data-Parallel Kernels on Multiple Devices. PACT 2015: 355-366 - [c11]Daya Shanker Khudia, Babak Zamirai, Mehrzad Samadi, Scott A. Mahlke:
Rumba: an online quality management system for approximate computing. ISCA 2015: 554-566 - 2014
- [b1]Mehrzad Samadi:
Dynamic Orchestration of Massively Data Parallel Execution. University of Michigan, USA, 2014 - [j4]Mehrzad Samadi, Amir Hormati, Janghaeng Lee, Scott A. Mahlke:
Leveraging GPUs using cooperative loop speculation. ACM Trans. Archit. Code Optim. 11(1): 3:1-3:26 (2014) - [j3]Mehrzad Samadi, Janghaeng Lee, Davoud Anoushe Jamshidi, Scott A. Mahlke, Amir Hormati:
Scaling Performance via Self-Tuning Approximation for Graphics Engines. ACM Trans. Comput. Syst. 32(3): 7:1-7:29 (2014) - [c10]Davoud Anoushe Jamshidi, Mehrzad Samadi, Scott A. Mahlke:
D2MA: accelerating coarse-grained data transfer for GPUs. PACT 2014: 431-442 - [c9]Janghaeng Lee, Mehrzad Samadi, Scott A. Mahlke:
VAST: the illusion of a large memory space for GPUs. PACT 2014: 443-454 - [c8]Mehrzad Samadi, Davoud Anoushe Jamshidi, Janghaeng Lee, Scott A. Mahlke:
Paraprox: pattern-based approximation for data parallel applications. ASPLOS 2014: 35-50 - 2013
- [c7]Ankit Sethia, Ganesh S. Dasika, Mehrzad Samadi, Scott A. Mahlke:
APOGEE: Adaptive prefetching on GPUs for energy efficiency. PACT 2013: 73-82 - [c6]Janghaeng Lee, Mehrzad Samadi, Yongjun Park, Scott A. Mahlke:
Transparent CPU-GPU collaboration for data-parallel kernels on heterogeneous systems. PACT 2013: 245-255 - [c5]Mehrzad Samadi, Janghaeng Lee, Davoud Anoushe Jamshidi, Amir Hormati, Scott A. Mahlke:
SAGE: self-tuning approximation for graphics engines. MICRO 2013: 13-24 - 2012
- [c4]Mehrzad Samadi, Amir Hormati, Janghaeng Lee, Scott A. Mahlke:
Paragon: collaborative speculative loop execution on GPU and CPU. GPGPU@ASPLOS 2012: 64-73 - [c3]Mehrzad Samadi, Amir Hormati, Mojtaba Mehrara, Janghaeng Lee, Scott A. Mahlke:
Adaptive input-aware compilation for graphics engines. PLDI 2012: 13-22 - 2011
- [j2]Mostafa E. Salehi, Mehrzad Samadi, Mehrdad Najibi, Ali Afzali-Kusha, Massoud Pedram, Sied Mehdi Fakhraie:
Dynamic Voltage and Frequency Scheduling for Embedded Processors Considering Power/Performance Tradeoffs. IEEE Trans. Very Large Scale Integr. Syst. 19(10): 1931-1935 (2011) - [c2]Amir Hormati, Mehrzad Samadi, Mark Woh, Trevor N. Mudge, Scott A. Mahlke:
Sponge: portable stream programming on graphics engines. ASPLOS 2011: 381-392 - [c1]Mojtaba Mehrara, Po-Chun Hsu, Mehrzad Samadi, Scott A. Mahlke:
Dynamic parallelization of JavaScript applications using an ultra-lightweight speculation mechanism. HPCA 2011: 87-98
2000 – 2009
- 2008
- [j1]Mehrzad Samadi, Ali Afzali-Kusha:
Dynamic power management with fuzzy decision support system. IEICE Electron. Express 5(19): 789-795 (2008)
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