M. Samadi

Most-cited papers

SAGE: Self-tuning approximation for graphics engines
M. Samadi, Janghaeng Lee, D. Jamshidi, Amir Hormati +1 more
2013Micro273 citations
Semantic Scholar
Paraprox: pattern-based approximation for data parallel applications
M. Samadi, D. Jamshidi, Janghaeng Lee, S. Mahlke
2014International Conference on Architectural Support for Programming Languages and Operating Systems225 citations
Semantic Scholar
Ultrarapid Nanopore Genome Sequencing in a Critical Care Setting.
J. Gorzynski, Sneha D. Goenka, Kishwar Shafin, T. Jensen +33 more
2022New England Journal of Medicine166 citations Open access
Semantic Scholar
Rumba: An online quality management system for approximate computing
D. Khudia, Babak Zamirai, M. Samadi, S. Mahlke
2015International Symposium on Computer Architecture143 citations
Semantic Scholar
Transparent CPU-GPU collaboration for data-parallel kernels on heterogeneous systems
Janghaeng Lee, M. Samadi, Yongjun Park, S. Mahlke
2013Proceedings of the 22nd International Conference on Parallel Architectures and Compilation Techniques133 citations
Semantic Scholar
APOGEE: Adaptive prefetching on GPUs for energy efficiency
Ankit Sethia, Ganesh S. Dasika, M. Samadi, S. Mahlke
2013Proceedings of the 22nd International Conference on Parallel Architectures and Compilation Techniques104 citations
Semantic Scholar
Sponge: portable stream programming on graphics engines
Amir Hormati, M. Samadi, M. Woh, T. Mudge +1 more
2011ASPLOS XVI95 citations
Semantic Scholar
Accelerated identification of disease-causing variants with ultra-rapid nanopore genome sequencing
Sneha D. Goenka, J. Gorzynski, Kishwar Shafin, D. Fisk +25 more
2022Nature Biotechnology93 citations Open access
Semantic Scholar
Input responsiveness: using canary inputs to dynamically steer approximation
M. Laurenzano, Parker Hill, M. Samadi, S. Mahlke +2 more
2016ACM-SIGPLAN Symposium on Programming Language Design and Implementation71 citations Open access
Semantic Scholar
Scaling Performance via Self-Tuning Approximation for Graphics Engines
M. Samadi, Janghaeng Lee, D. Jamshidi, S. Mahlke +1 more
2014TOCS60 citations Open access
Semantic Scholar
Memory-centric system interconnect design with hybrid memory cubes
Ankit Sethia, Ganesh S. Dasika, M. Samadi, S. Mahlke
2013International Conference on Parallel Architectures and Compilation Techniques52 citations
Semantic Scholar
Dynamic Voltage and Frequency Scheduling for Embedded Processors Considering Power/Performance Tradeoffs
M. Salehi, M. Samadi, M. Najibi, A. Afzali-Kusha +2 more
2011IEEE Transactions on Very Large Scale Integration (vlsi) Systems47 citations Open access
Semantic Scholar
Dynamic parallelization of JavaScript applications using an ultra-lightweight speculation mechanism
M. Mehrara, Po-Chun Hsu, M. Samadi, S. Mahlke
20112011 IEEE 17th International Symposium on High Performance Computer Architecture46 citations
Semantic Scholar
VAST: The illusion of a large memory space for GPUs
Janghaeng Lee, M. Samadi, S. Mahlke
2014International Conference on Parallel Architectures and Compilation Techniques40 citations
Semantic Scholar
Adaptive input-aware compilation for graphics engines
M. Samadi, Amir Hormati, M. Mehrara, Janghaeng Lee +1 more
2012ACM-SIGPLAN Symposium on Programming Language Design and Implementation38 citations Open access
Semantic Scholar
Orchestrating Multiple Data-Parallel Kernels on Multiple Devices
Janghaeng Lee, M. Samadi, S. Mahlke
2015International Conference on Parallel Architectures and Compilation Techniques30 citations
Semantic Scholar
Quality Control for Approximate Accelerators by Error Prediction
D. Khudia, Babak Zamirai, M. Samadi, S. Mahlke
2016IEEE design & test25 citations Open access
Semantic Scholar
SKMD
Janghaeng Lee, M. Samadi, Yongjun Park, S. Mahlke
2015ACM Transactions on Computer Systems25 citations
Semantic Scholar
Paragon: collaborative speculative loop execution on GPU and CPU
M. Samadi, Amir Hormati, Janghaeng Lee, S. Mahlke
2012GPGPU-525 citations
Semantic Scholar
D2MA: Accelerating coarse-grained data transfer for GPUs
D. Jamshidi, M. Samadi, S. Mahlke
2014International Conference on Parallel Architectures and Compilation Techniques17 citations
Semantic Scholar
de novo variant calling identifies cancer mutation signatures in the 1000 Genomes Project
Jeffrey K. Ng, P. Vats, Elyn Fritz-Waters, Stephanie Sarkar +13 more
2022Human Mutation16 citations Open access
Semantic Scholar
A GPU-accelerated compute framework for pathogen genomic variant identification to aid genomic epidemiology of infectious disease: a malaria case study
G. Carpi, Lev Gorenstein, T. Harkins, M. Samadi +1 more
2022Briefings Bioinform.13 citations Open access
Semantic Scholar
Power management by brain emotional learning algorithm
M. Samadi, A. Afzali-Kusha, C. Lucas
2007International Conference on ASIC13 citations
Semantic Scholar
Rethinking Numerical Representations for Deep Neural Networks
Parker Hill, Babak Zamirai, Sheng-Shuo Lu, Yu-Wei Chao +8 more
2017arXiv.org11 citations
Semantic Scholar
CPU-GPU Collaboration for Output Quality Monitoring
M. Samadi, S. Mahlke
201410 citations
Semantic Scholar
de novo variant calling identifies cancer mutation profiles in the 1000 Genomes Project
Jeffrey K. Ng, P. Vats, Elyn Fritz-Waters, Stephanie Sarkar +13 more
2021bioRxiv4 citations Open access
Semantic Scholar
Leveraging GPUs using cooperative loop speculation
M. Samadi, Amir Hormati, Janghaeng Lee, S. Mahlke
2014TACO4 citations Open access
Semantic Scholar
Statistical Error Bounds for Data Parallel Applications
Parker Hill, M. Laurenzano, Babak Zamirai, M. Samadi +3 more
20161 citations
Semantic Scholar
Approximating with Input Level Granularity
Parker Hill, M. Laurenzano, M. Samadi, S. Mahlke +2 more
20151 citations
Semantic Scholar
Dynamic Voltage and Frequency Scheduling for Embedded Processors Considering Power and Timing Constraints
M. Salehi, M. Samadi, M. Najibi, A. Afzali-Kusha +3 more
19311 citations
Semantic Scholar
Abstract 1900: Rapid variant detection and annotations from next generation sequencing data using a GPU accelerated framework
P. Vats, Ankit Sethia, M. Samadi, T. Harkins
2022Cancer Research0 citations
Semantic Scholar
NetApp ONTAP AI and Parabricks for Genome Sequencing Workflows Parabricks Software with ONTAP AFF A800 Systems and NVIDIA GPUs
NetApp, M. Samadi
20190 citations
Semantic Scholar
CPU-GPU Collaboration for Output Quality Monitoring Mehrzad Samadi and
M. Samadi, S. Mahlke
20140 citations
Semantic Scholar
Dynamic Orchestration of Massively Data Parallel Execution
M. Samadi
20140 citations
Semantic Scholar
Front matters
Swagath Venkataramani, Vinay K. Chippa, Srimat T. Chakradhar, Kaushik Roy +12 more
2013Micro0 citations
Semantic Scholar
Dynamic power management with fuzzy decision support system
M. Samadi, A. Afzali-Kusha
2008IEICE Electronics Express0 citations Open access
Semantic Scholar
Power management with fuzzy decision support system
M. Samadi, A. Afzali-Kusha
2007International Conference on ASIC0 citations
Semantic Scholar