Mehrzad Samadi

According to our database, Mehrzad Samadi authored at least 22 papers between 2008 and 2022.

Collaborative distances:

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

2022

A GPU-accelerated compute framework for pathogen genomic variant identification to aid genomic epidemiology of infectious disease: a malaria case study.

Giovanna Carpi, Lev Gorenstein, Timothy T. Harkins, Mehrzad Samadi, Pankaj Vats

Briefings Bioinform., 2022

2018

Rethinking Numerical Representations for Deep Neural Networks.

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

CoRR, 2018

2016

Quality Control for Approximate Accelerators by Error Prediction.

Daya Shanker Khudia, Babak Zamirai, Mehrzad Samadi, Scott A. Mahlke

IEEE Des. Test, 2016

Input responsiveness: using canary inputs to dynamically steer approximation.

Michael A. Laurenzano, Parker Hill, Mehrzad Samadi, Scott A. Mahlke, Jason Mars, Lingjia Tang

Proceedings of the 37th ACM SIGPLAN Conference on Programming Language Design and Implementation, 2016

2015

SKMD: Single Kernel on Multiple Devices for Transparent CPU-GPU Collaboration.

Janghaeng Lee, Mehrzad Samadi, Yongjun Park, Scott A. Mahlke

ACM Trans. Comput. Syst., 2015

Rumba: an online quality management system for approximate computing.

Daya Shanker Khudia, Babak Zamirai, Mehrzad Samadi, Scott A. Mahlke

Proceedings of the 42nd Annual International Symposium on Computer Architecture, 2015

Orchestrating Multiple Data-Parallel Kernels on Multiple Devices.

Janghaeng Lee, Mehrzad Samadi, Scott A. Mahlke

Proceedings of the 2015 International Conference on Parallel Architectures and Compilation, 2015

2014

Dynamic Orchestration of Massively Data Parallel Execution.

Mehrzad Samadi

PhD thesis, 2014

Scaling Performance via Self-Tuning Approximation for Graphics Engines.

Mehrzad Samadi, Janghaeng Lee, Davoud Anoushe Jamshidi, Scott A. Mahlke, Amir Hormati

ACM Trans. Comput. Syst., 2014

Leveraging GPUs using cooperative loop speculation.

Mehrzad Samadi, Amir Hormati, Janghaeng Lee, Scott A. Mahlke

ACM Trans. Archit. Code Optim., 2014

Paraprox: pattern-based approximation for data parallel applications.

Mehrzad Samadi, Davoud Anoushe Jamshidi, Janghaeng Lee, Scott A. Mahlke

Proceedings of the Architectural Support for Programming Languages and Operating Systems, 2014

VAST: the illusion of a large memory space for GPUs.

Janghaeng Lee, Mehrzad Samadi, Scott A. Mahlke

Proceedings of the International Conference on Parallel Architectures and Compilation, 2014

D²MA: accelerating coarse-grained data transfer for GPUs.

Davoud Anoushe Jamshidi, Mehrzad Samadi, Scott A. Mahlke

Proceedings of the International Conference on Parallel Architectures and Compilation, 2014

2013

SAGE: self-tuning approximation for graphics engines.

Mehrzad Samadi, Janghaeng Lee, Davoud Anoushe Jamshidi, Amir Hormati, Scott A. Mahlke

Proceedings of the 46th Annual IEEE/ACM International Symposium on Microarchitecture, 2013

APOGEE: Adaptive prefetching on GPUs for energy efficiency.

Ankit Sethia, Ganesh S. Dasika, Mehrzad Samadi, Scott A. Mahlke

Proceedings of the 22nd International Conference on Parallel Architectures and Compilation Techniques, 2013

Transparent CPU-GPU collaboration for data-parallel kernels on heterogeneous systems.

Janghaeng Lee, Mehrzad Samadi, Yongjun Park, Scott A. Mahlke

Proceedings of the 22nd International Conference on Parallel Architectures and Compilation Techniques, 2013

2012

Adaptive input-aware compilation for graphics engines.

Mehrzad Samadi, Amir Hormati, Mojtaba Mehrara, Janghaeng Lee, Scott A. Mahlke

Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation, 2012

Paragon: collaborative speculative loop execution on GPU and CPU.

Mehrzad Samadi, Amir Hormati, Janghaeng Lee, Scott A. Mahlke

Proceedings of the 5th Annual Workshop on General Purpose Processing with Graphics Processing Units, 2012

2011

Dynamic Voltage and Frequency Scheduling for Embedded Processors Considering Power/Performance Tradeoffs.

Mostafa E. Salehi, Mehrzad Samadi, Mehrdad Najibi, Ali Afzali-Kusha, Massoud Pedram, Sied Mehdi Fakhraie

IEEE Trans. Very Large Scale Integr. Syst., 2011

Dynamic parallelization of JavaScript applications using an ultra-lightweight speculation mechanism.

Mojtaba Mehrara, Po-Chun Hsu, Mehrzad Samadi, Scott A. Mahlke

Proceedings of the 17th International Conference on High-Performance Computer Architecture (HPCA-17 2011), 2011

Sponge: portable stream programming on graphics engines.

Amir Hormati, Mehrzad Samadi, Mark Woh, Trevor N. Mudge, Scott A. Mahlke

Proceedings of the 16th International Conference on Architectural Support for Programming Languages and Operating Systems, 2011

2008

Dynamic power management with fuzzy decision support system.

Mehrzad Samadi, Ali Afzali-Kusha

IEICE Electron. Express, 2008