Mehrzad Samadi

Publication Activity (10 Years)

Years Active: 2008-2022
Publications (10 Years): 4

Top Topics

Infectious Disease

Top Venues

ACM Trans. Comput. Syst.

Publications

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)
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 (2018)
Daya Shanker Khudia, Babak Zamirai, Mehrzad Samadi, Scott A. Mahlke
Quality Control for Approximate Accelerators by Error Prediction. IEEE Des. Test 33 (1) (2016)
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)
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) (2015)
Daya Shanker Khudia, Babak Zamirai, Mehrzad Samadi, Scott A. Mahlke
Rumba: an online quality management system for approximate computing. ISCA (2015)
Janghaeng Lee, Mehrzad Samadi, Scott A. Mahlke
Orchestrating Multiple Data-Parallel Kernels on Multiple Devices. PACT (2015)
Mehrzad Samadi, Davoud Anoushe Jamshidi, Janghaeng Lee, Scott A. Mahlke
Paraprox: pattern-based approximation for data parallel applications. ASPLOS (2014)
Davoud Anoushe Jamshidi, Mehrzad Samadi, Scott A. Mahlke
MA: accelerating coarse-grained data transfer for GPUs. PACT (2014)
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) (2014)
Janghaeng Lee, Mehrzad Samadi, Scott A. Mahlke
VAST: the illusion of a large memory space for GPUs. PACT (2014)
Mehrzad Samadi, Amir Hormati, Janghaeng Lee, Scott A. Mahlke
Leveraging GPUs using cooperative loop speculation. ACM Trans. Archit. Code Optim. 11 (1) (2014)
Mehrzad Samadi, Janghaeng Lee, Davoud Anoushe Jamshidi, Amir Hormati, Scott A. Mahlke
SAGE: self-tuning approximation for graphics engines. MICRO (2013)
Ankit Sethia, Ganesh S. Dasika, Mehrzad Samadi, Scott A. Mahlke
APOGEE: Adaptive prefetching on GPUs for energy efficiency. PACT (2013)
Janghaeng Lee, Mehrzad Samadi, Yongjun Park, Scott A. Mahlke
Transparent CPU-GPU collaboration for data-parallel kernels on heterogeneous systems. PACT (2013)
Mehrzad Samadi, Amir Hormati, Mojtaba Mehrara, Janghaeng Lee, Scott A. Mahlke
Adaptive input-aware compilation for graphics engines. PLDI (2012)
Mehrzad Samadi, Amir Hormati, Janghaeng Lee, Scott A. Mahlke
Paragon: collaborative speculative loop execution on GPU and CPU. GPGPU@ASPLOS (2012)
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) (2011)
Mojtaba Mehrara, Po-Chun Hsu, Mehrzad Samadi, Scott A. Mahlke
Dynamic parallelization of JavaScript applications using an ultra-lightweight speculation mechanism. HPCA (2011)
Amir Hormati, Mehrzad Samadi, Mark Woh, Trevor N. Mudge, Scott A. Mahlke
Sponge: portable stream programming on graphics engines. ASPLOS (2011)
Mehrzad Samadi, Ali Afzali-Kusha
Dynamic power management with fuzzy decision support system. IEICE Electron. Express 5 (19) (2008)