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ORCIDBibTeX records: Hadi Esmaeilzadeh
@inproceedings{DBLP:conf/asplos/MahapatraGAKWXK24,
author = {Rohan Mahapatra and
Soroush Ghodrati and
Byung Hoon Ahn and
Sean Kinzer and
Shu{-}Ting Wang and
Hanyang Xu and
Lavanya Karthikeyan and
Hardik Sharma and
Amir Yazdanbakhsh and
Mohammad Alian and
Hadi Esmaeilzadeh},
editor = {Rajiv Gupta and
Nael B. Abu{-}Ghazaleh and
Madan Musuvathi and
Dan Tsafrir},
title = {In-Storage Domain-Specific Acceleration for Serverless Computing},
booktitle = {Proceedings of the 29th {ACM} International Conference on Architectural
Support for Programming Languages and Operating Systems, Volume 2,
{ASPLOS} 2024, La Jolla, CA, USA, 27 April 2024- 1 May 2024},
pages = {530--548},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3620665.3640413},
doi = {10.1145/3620665.3640413},
timestamp = {Wed, 24 Apr 2024 11:26:56 +0200},
biburl = {https://dblp.org/rec/conf/asplos/MahapatraGAKWXK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asplos/GhodratiKXMKAWK24,
author = {Soroush Ghodrati and
Sean Kinzer and
Hanyang Xu and
Rohan Mahapatra and
Yoonsung Kim and
Byung Hoon Ahn and
Dong Kai Wang and
Lavanya Karthikeyan and
Amir Yazdanbakhsh and
Jongse Park and
Nam Sung Kim and
Hadi Esmaeilzadeh},
editor = {Rajiv Gupta and
Nael B. Abu{-}Ghazaleh and
Madan Musuvathi and
Dan Tsafrir},
title = {Tandem Processor: Grappling with Emerging Operators in Neural Networks},
booktitle = {Proceedings of the 29th {ACM} International Conference on Architectural
Support for Programming Languages and Operating Systems, Volume 2,
{ASPLOS} 2024, La Jolla, CA, USA, 27 April 2024- 1 May 2024},
pages = {1165--1182},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3620665.3640365},
doi = {10.1145/3620665.3640365},
timestamp = {Tue, 23 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asplos/GhodratiKXMKAWK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpca/WangXMMAGKAE24,
author = {Shu{-}Ting Wang and
Hanyang Xu and
Amin Mamandipoor and
Rohan Mahapatra and
Byung Hoon Ahn and
Soroush Ghodrati and
Krishnan Kailas and
Mohammad Alian and
Hadi Esmaeilzadeh},
title = {Data Motion Acceleration: Chaining Cross-Domain Multi Accelerators},
booktitle = {{IEEE} International Symposium on High-Performance Computer Architecture,
{HPCA} 2024, Edinburgh, United Kingdom, March 2-6, 2024},
pages = {1043--1062},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/HPCA57654.2024.00083},
doi = {10.1109/HPCA57654.2024.00083},
timestamp = {Wed, 17 Apr 2024 17:17:11 +0200},
biburl = {https://dblp.org/rec/conf/hpca/WangXMMAGKAE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isca/WangLJMMKGYEK23,
author = {Dong Kai Wang and
Jiaqi Lou and
Naiyin Jin and
Edwin Mascarenhas and
Rohan Mahapatra and
Sean Kinzer and
Soroush Ghodrati and
Amir Yazdanbakhsh and
Hadi Esmaeilzadeh and
Nam Sung Kim},
editor = {Yan Solihin and
Mark A. Heinrich},
title = {{MESA:} Microarchitecture Extensions for Spatial Architecture Generation},
booktitle = {Proceedings of the 50th Annual International Symposium on Computer
Architecture, {ISCA} 2023, Orlando, FL, USA, June 17-21, 2023},
pages = {49:1--49:14},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3579371.3589084},
doi = {10.1145/3579371.3589084},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isca/WangLJMMKGYEK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-03483,
author = {Rohan Mahapatra and
Soroush Ghodrati and
Byung Hoon Ahn and
Sean Kinzer and
Shu{-}Ting Wang and
Hanyang Xu and
Lavanya Karthikeyan and
Hardik Sharma and
Amir Yazdanbakhsh and
Mohammad Alian and
Hadi Esmaeilzadeh},
title = {Domain-Specific Computational Storage for Serverless Computing},
journal = {CoRR},
volume = {abs/2303.03483},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.03483},
doi = {10.48550/ARXIV.2303.03483},
eprinttype = {arXiv},
eprint = {2303.03483},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-03483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-16767,
author = {Hadi Esmaeilzadeh and
Soroush Ghodrati and
Andrew B. Kahng and
Sean Kinzer and
Susmita Dey Manasi and
Sachin S. Sapatnekar and
Zhiang Wang},
title = {Performance Analysis of {DNN} Inference/Training with Convolution
and non-Convolution Operations},
journal = {CoRR},
volume = {abs/2306.16767},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.16767},
doi = {10.48550/ARXIV.2306.16767},
eprinttype = {arXiv},
eprint = {2306.16767},
timestamp = {Mon, 03 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-16767.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-12120,
author = {Hadi Esmaeilzadeh and
Soroush Ghodrati and
Andrew B. Kahng and
Joon Kyung Kim and
Sean Kinzer and
Sayak Kundu and
Rohan Mahapatra and
Susmita Dey Manasi and
Sachin S. Sapatnekar and
Zhiang Wang and
Ziqing Zeng},
title = {An Open-Source ML-Based Full-Stack Optimization Framework for Machine
Learning Accelerators},
journal = {CoRR},
volume = {abs/2308.12120},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.12120},
doi = {10.48550/ARXIV.2308.12120},
eprinttype = {arXiv},
eprint = {2308.12120},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-12120.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-17912,
author = {Sean Kinzer and
Soroush Ghodrati and
Rohan Mahapatra and
Byung Hoon Ahn and
Edwin Mascarenhas and
Xiaolong Li and
Janarbek Matai and
Liang Zhang and
Hadi Esmaeilzadeh},
title = {Restoring the Broken Covenant Between Compilers and Deep Learning
Accelerators},
journal = {CoRR},
volume = {abs/2310.17912},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.17912},
doi = {10.48550/ARXIV.2310.17912},
eprinttype = {arXiv},
eprint = {2310.17912},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-17912.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/micro/KimAKGMYWKSMMPE22,
author = {Joon Kyung Kim and
Byung Hoon Ahn and
Sean Kinzer and
Soroush Ghodrati and
Rohan Mahapatra and
Brahmendra Reddy Yatham and
Shu{-}Ting Wang and
Dohee Kim and
Parisa Sarikhani and
Babak Mahmoudi and
Divya Mahajan and
Jongse Park and
Hadi Esmaeilzadeh},
title = {Yin-Yang: Programming Abstractions for Cross-Domain Multi-Acceleration},
journal = {{IEEE} Micro},
volume = {42},
number = {5},
pages = {89--98},
year = {2022},
url = {https://doi.org/10.1109/MM.2022.3189416},
doi = {10.1109/MM.2022.3189416},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/micro/KimAKGMYWKSMMPE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/LoniZMADSE22,
author = {Mohammad Loni and
Ali Zoljodi and
Amin Majd and
Byung Hoon Ahn and
Masoud Daneshtalab and
Mikael Sj{\"{o}}din and
Hadi Esmaeilzadeh},
title = {FastStereoNet: {A} Fast Neural Architecture Search for Improving the
Inference of Disparity Estimation on Resource-Limited Platforms},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {52},
number = {8},
pages = {5222--5234},
year = {2022},
url = {https://doi.org/10.1109/TSMC.2021.3123136},
doi = {10.1109/TSMC.2021.3123136},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/LoniZMADSE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/AhnKE22,
author = {Byung Hoon Ahn and
Sean Kinzer and
Hadi Esmaeilzadeh},
editor = {Rob Oshana},
title = {Glimpse: mathematical embedding of hardware specification for neural
compilation},
booktitle = {{DAC} '22: 59th {ACM/IEEE} Design Automation Conference, San Francisco,
California, USA, July 10 - 14, 2022},
pages = {1165--1170},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3489517.3530590},
doi = {10.1145/3489517.3530590},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dac/AhnKE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isca/LiGYEK22,
author = {Zheng Li and
Soroush Ghodrati and
Amir Yazdanbakhsh and
Hadi Esmaeilzadeh and
Mingu Kang},
editor = {Valentina Salapura and
Mohamed Zahran and
Fred Chong and
Lingjia Tang},
title = {Accelerating attention through gradient-based learned runtime pruning},
booktitle = {{ISCA} '22: The 49th Annual International Symposium on Computer Architecture,
New York, New York, USA, June 18 - 22, 2022},
pages = {902--915},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3470496.3527423},
doi = {10.1145/3470496.3527423},
timestamp = {Wed, 01 Jun 2022 14:28:13 +0200},
biburl = {https://dblp.org/rec/conf/isca/LiGYEK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcad/EsmaeilzadehGKK22,
author = {Hadi Esmaeilzadeh and
Soroush Ghodrati and
Andrew B. Kahng and
Joon Kyung Kim and
Sean Kinzer and
Sayak Kundu and
Rohan Mahapatra and
Susmita Dey Manasi and
Sachin S. Sapatnekar and
Zhiang Wang and
Ziqing Zeng},
title = {Physically Accurate Learning-based Performance Prediction of Hardware-accelerated
{ML} Algorithms},
booktitle = {2022 {ACM/IEEE} Workshop on Machine Learning for CAD, {MLCAD} 2022,
Virtual Event, China, September 12-13, 2022},
pages = {119--126},
publisher = {{ACM} / {IEEE}},
year = {2022},
url = {https://doi.org/10.1145/3551901.3556489},
doi = {10.1145/3551901.3556489},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlcad/EsmaeilzadehGKK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-03227,
author = {Zheng Li and
Soroush Ghodrati and
Amir Yazdanbakhsh and
Hadi Esmaeilzadeh and
Mingu Kang},
title = {Accelerating Attention through Gradient-Based Learned Runtime Pruning},
journal = {CoRR},
volume = {abs/2204.03227},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.03227},
doi = {10.48550/ARXIV.2204.03227},
eprinttype = {arXiv},
eprint = {2204.03227},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-03227.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpca/KinzerKGYAMLE21,
author = {Sean Kinzer and
Joon Kyung Kim and
Soroush Ghodrati and
Brahmendra Reddy Yatham and
Alric Althoff and
Divya Mahajan and
Sorin Lerner and
Hadi Esmaeilzadeh},
title = {A Computational Stack for Cross-Domain Acceleration},
booktitle = {{IEEE} International Symposium on High-Performance Computer Architecture,
{HPCA} 2021, Seoul, South Korea, February 27 - March 3, 2021},
pages = {54--70},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/HPCA51647.2021.00015},
doi = {10.1109/HPCA51647.2021.00015},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpca/KinzerKGYAMLE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/EsmaeilzadehG0G21,
author = {Hadi Esmaeilzadeh and
Soroush Ghodrati and
Jie Gu and
Shiyu Guo and
Andrew B. Kahng and
Joon Kyung Kim and
Sean Kinzer and
Rohan Mahapatra and
Susmita Dey Manasi and
Edwin Mascarenhas and
Sachin S. Sapatnekar and
Ravi Varadarajan and
Zhiang Wang and
Hanyang Xu and
Brahmendra Reddy Yatham and
Ziqing Zeng},
title = {VeriGOOD-ML: An Open-Source Flow for Automated {ML} Hardware Synthesis},
booktitle = {{IEEE/ACM} International Conference On Computer Aided Design, {ICCAD}
2021, Munich, Germany, November 1-4, 2021},
pages = {1--7},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCAD51958.2021.9643449},
doi = {10.1109/ICCAD51958.2021.9643449},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccad/EsmaeilzadehG0G21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/MireshghallahTJ21,
author = {Fatemehsadat Mireshghallah and
Mohammadkazem Taram and
Ali Jalali and
Ahmed Taha Elthakeb and
Dean M. Tullsen and
Hadi Esmaeilzadeh},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {Not All Features Are Equal: Discovering Essential Features for Preserving
Prediction Privacy},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {669--680},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3449965},
doi = {10.1145/3442381.3449965},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/MireshghallahTJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-07879,
author = {Hadi Esmaeilzadeh and
Reza Vaezi},
title = {Conscious {AI}},
journal = {CoRR},
volume = {abs/2105.07879},
year = {2021},
url = {https://arxiv.org/abs/2105.07879},
eprinttype = {arXiv},
eprint = {2105.07879},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-07879.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/micro/ElthakebPMYE20,
author = {Ahmed T. Elthakeb and
Prannoy Pilligundla and
Fatemehsadat Mireshghallah and
Amir Yazdanbakhsh and
Hadi Esmaeilzadeh},
title = {ReLeQ : {A} Reinforcement Learning Approach for Automatic Deep Quantization
of Neural Networks},
journal = {{IEEE} Micro},
volume = {40},
number = {5},
pages = {37--45},
year = {2020},
url = {https://doi.org/10.1109/MM.2020.3009475},
doi = {10.1109/MM.2020.3009475},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/micro/ElthakebPMYE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEpact/GhodratiSKYPKBE20,
author = {Soroush Ghodrati and
Hardik Sharma and
Sean Kinzer and
Amir Yazdanbakhsh and
Jongse Park and
Nam Sung Kim and
Doug Burger and
Hadi Esmaeilzadeh},
editor = {Vivek Sarkar and
Hyesoon Kim},
title = {Mixed-Signal Charge-Domain Acceleration of Deep Neural Networks through
Interleaved Bit-Partitioned Arithmetic},
booktitle = {{PACT} '20: International Conference on Parallel Architectures and
Compilation Techniques, Virtual Event, GA, USA, October 3-7, 2020},
pages = {399--411},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3410463.3414634},
doi = {10.1145/3410463.3414634},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/IEEEpact/GhodratiSKYPKBE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asplos/MireshghallahTR20,
author = {Fatemehsadat Mireshghallah and
Mohammadkazem Taram and
Prakash Ramrakhyani and
Ali Jalali and
Dean M. Tullsen and
Hadi Esmaeilzadeh},
editor = {James R. Larus and
Luis Ceze and
Karin Strauss},
title = {Shredder: Learning Noise Distributions to Protect Inference Privacy},
booktitle = {{ASPLOS} '20: Architectural Support for Programming Languages and
Operating Systems, Lausanne, Switzerland, March 16-20, 2020},
pages = {3--18},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3373376.3378522},
doi = {10.1145/3373376.3378522},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asplos/MireshghallahTR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/GhodratiSYKE20,
author = {Soroush Ghodrati and
Hardik Sharma and
Cliff Young and
Nam Sung Kim and
Hadi Esmaeilzadeh},
title = {Bit-Parallel Vector Composability for Neural Acceleration},
booktitle = {57th {ACM/IEEE} Design Automation Conference, {DAC} 2020, San Francisco,
CA, USA, July 20-24, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DAC18072.2020.9218656},
doi = {10.1109/DAC18072.2020.9218656},
timestamp = {Wed, 14 Oct 2020 10:56:17 +0200},
biburl = {https://dblp.org/rec/conf/dac/GhodratiSYKE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AhnPYE20,
author = {Byung Hoon Ahn and
Prannoy Pilligundla and
Amir Yazdanbakhsh and
Hadi Esmaeilzadeh},
title = {Chameleon: Adaptive Code Optimization for Expedited Deep Neural Network
Compilation},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=rygG4AVFvH},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/AhnPYE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ElthakebPMCE20,
author = {Ahmed Taha Elthakeb and
Prannoy Pilligundla and
Fatemeh Mireshghallah and
Alexander Cloninger and
Hadi Esmaeilzadeh},
title = {Divide and Conquer: Leveraging Intermediate Feature Representations
for Quantized Training of Neural Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2880--2891},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/elthakeb20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ElthakebPMCE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micro/GhodratiAKKYASA20,
author = {Soroush Ghodrati and
Byung Hoon Ahn and
Joon Kyung Kim and
Sean Kinzer and
Brahmendra Reddy Yatham and
Navateja Alla and
Hardik Sharma and
Mohammad Alian and
Eiman Ebrahimi and
Nam Sung Kim and
Cliff Young and
Hadi Esmaeilzadeh},
title = {Planaria: Dynamic Architecture Fission for Spatial Multi-Tenant Acceleration
of Deep Neural Networks},
booktitle = {53rd Annual {IEEE/ACM} International Symposium on Microarchitecture,
{MICRO} 2020, Athens, Greece, October 17-21, 2020},
pages = {681--697},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/MICRO50266.2020.00062},
doi = {10.1109/MICRO50266.2020.00062},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micro/GhodratiAKKYASA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/AhnLLCHE20,
author = {Byung Hoon Ahn and
Jinwon Lee and
Jamie Menjay Lin and
Hsin{-}Pai Cheng and
Jilei Hou and
Hadi Esmaeilzadeh},
editor = {Inderjit S. Dhillon and
Dimitris S. Papailiopoulos and
Vivienne Sze},
title = {Ordering Chaos: Memory-Aware Scheduling of Irregularly Wired Neural
Networks for Edge Devices},
booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
TX, USA, March 2-4, 2020},
publisher = {mlsys.org},
year = {2020},
url = {https://proceedings.mlsys.org/book/290.pdf},
timestamp = {Thu, 18 Jun 2020 15:47:18 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/AhnLLCHE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-08743,
author = {Byung Hoon Ahn and
Prannoy Pilligundla and
Amir Yazdanbakhsh and
Hadi Esmaeilzadeh},
title = {Chameleon: Adaptive Code Optimization for Expedited Deep Neural Network
Compilation},
journal = {CoRR},
volume = {abs/2001.08743},
year = {2020},
url = {https://arxiv.org/abs/2001.08743},
eprinttype = {arXiv},
eprint = {2001.08743},
timestamp = {Thu, 30 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-08743.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00146,
author = {Ahmed T. Elthakeb and
Prannoy Pilligundla and
Fatemehsadat Mireshghallah and
Tarek Elgindi and
Charles{-}Alban Deledalle and
Hadi Esmaeilzadeh},
title = {Gradient-Based Deep Quantization of Neural Networks through Sinusoidal
Adaptive Regularization},
journal = {CoRR},
volume = {abs/2003.00146},
year = {2020},
url = {https://arxiv.org/abs/2003.00146},
eprinttype = {arXiv},
eprint = {2003.00146},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-00146.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-02369,
author = {Byung Hoon Ahn and
Jinwon Lee and
Jamie Menjay Lin and
Hsin{-}Pai Cheng and
Jilei Hou and
Hadi Esmaeilzadeh},
title = {Ordering Chaos: Memory-Aware Scheduling of Irregularly Wired Neural
Networks for Edge Devices},
journal = {CoRR},
volume = {abs/2003.02369},
year = {2020},
url = {https://arxiv.org/abs/2003.02369},
eprinttype = {arXiv},
eprint = {2003.02369},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-02369.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-12154,
author = {Fatemehsadat Mireshghallah and
Mohammadkazem Taram and
Ali Jalali and
Ahmed Taha Elthakeb and
Dean M. Tullsen and
Hadi Esmaeilzadeh},
title = {A Principled Approach to Learning Stochastic Representations for Privacy
in Deep Neural Inference},
journal = {CoRR},
volume = {abs/2003.12154},
year = {2020},
url = {https://arxiv.org/abs/2003.12154},
eprinttype = {arXiv},
eprint = {2003.12154},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-12154.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-05333,
author = {Soroush Ghodrati and
Hardik Sharma and
Cliff Young and
Nam Sung Kim and
Hadi Esmaeilzadeh},
title = {Bit-Parallel Vector Composability for Neural Acceleration},
journal = {CoRR},
volume = {abs/2004.05333},
year = {2020},
url = {https://arxiv.org/abs/2004.05333},
eprinttype = {arXiv},
eprint = {2004.05333},
timestamp = {Tue, 14 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-05333.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-12254,
author = {Fatemehsadat Mireshghallah and
Mohammadkazem Taram and
Praneeth Vepakomma and
Abhishek Singh and
Ramesh Raskar and
Hadi Esmaeilzadeh},
title = {Privacy in Deep Learning: {A} Survey},
journal = {CoRR},
volume = {abs/2004.12254},
year = {2020},
url = {https://arxiv.org/abs/2004.12254},
eprinttype = {arXiv},
eprint = {2004.12254},
timestamp = {Thu, 03 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-12254.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/micro/EsmaeilzadehP19,
author = {Hadi Esmaeilzadeh and
Jongse Park},
title = {Machine Learning Acceleration},
journal = {{IEEE} Micro},
volume = {39},
number = {5},
pages = {6--7},
year = {2019},
url = {https://doi.org/10.1109/MM.2019.2934772},
doi = {10.1109/MM.2019.2934772},
timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/micro/EsmaeilzadehP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isca/LiuYWEK19,
author = {Zhenhong Liu and
Amir Yazdanbakhsh and
Dong Kai Wang and
Hadi Esmaeilzadeh and
Nam Sung Kim},
editor = {Srilatha Bobbie Manne and
Hillery C. Hunter and
Erik R. Altman},
title = {AxMemo: hardware-compiler co-design for approximate code memoization},
booktitle = {Proceedings of the 46th International Symposium on Computer Architecture,
{ISCA} 2019, Phoenix, AZ, USA, June 22-26, 2019},
pages = {685--697},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3307650.3322215},
doi = {10.1145/3307650.3322215},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isca/LiuYWEK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/19/YazdanbakhshPEMM19,
author = {Amir Yazdanbakhsh and
Gennady Pekhimenko and
Hadi Esmaeilzadeh and
Onur Mutlu and
Todd C. Mowry},
editor = {Sherief Reda and
Muhammad Shafique},
title = {Towards Breaking the Memory Bandwidth Wall Using Approximate Value
Prediction},
booktitle = {Approximate Circuits, Methodologies and {CAD}},
pages = {417--441},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-319-99322-5\_21},
doi = {10.1007/978-3-319-99322-5\_21},
timestamp = {Sun, 02 Feb 2020 18:57:32 +0100},
biburl = {https://dblp.org/rec/books/sp/19/YazdanbakhshPEMM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-01416,
author = {Ahmed T. Elthakeb and
Prannoy Pilligundla and
Hadi Esmaeilzadeh},
title = {SinReQ: Generalized Sinusoidal Regularization for Automatic Low-Bitwidth
Deep Quantized Training},
journal = {CoRR},
volume = {abs/1905.01416},
year = {2019},
url = {http://arxiv.org/abs/1905.01416},
eprinttype = {arXiv},
eprint = {1905.01416},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-01416.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-11814,
author = {Fatemehsadat Mireshghallah and
Mohammadkazem Taram and
Prakash Ramrakhyani and
Dean M. Tullsen and
Hadi Esmaeilzadeh},
title = {Shredder: Learning Noise to Protect Privacy with Partial {DNN} Inference
on the Edge},
journal = {CoRR},
volume = {abs/1905.11814},
year = {2019},
url = {http://arxiv.org/abs/1905.11814},
eprinttype = {arXiv},
eprint = {1905.11814},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-11814.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12799,
author = {Byung Hoon Ahn and
Prannoy Pilligundla and
Hadi Esmaeilzadeh},
title = {Reinforcement Learning and Adaptive Sampling for Optimized {DNN} Compilation},
journal = {CoRR},
volume = {abs/1905.12799},
year = {2019},
url = {http://arxiv.org/abs/1905.12799},
eprinttype = {arXiv},
eprint = {1905.12799},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12799.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-06033,
author = {Ahmed T. Elthakeb and
Prannoy Pilligundla and
Hadi Esmaeilzadeh},
title = {Divide and Conquer: Leveraging Intermediate Feature Representations
for Quantized Training of Neural Networks},
journal = {CoRR},
volume = {abs/1906.06033},
year = {2019},
url = {http://arxiv.org/abs/1906.06033},
eprinttype = {arXiv},
eprint = {1906.06033},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-06033.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-11915,
author = {Soroush Ghodrati and
Hardik Sharma and
Sean Kinzer and
Amir Yazdanbakhsh and
Kambiz Samadi and
Nam Sung Kim and
Doug Burger and
Hadi Esmaeilzadeh},
title = {Mixed-Signal Charge-Domain Acceleration of Deep Neural networks through
Interleaved Bit-Partitioned Arithmetic},
journal = {CoRR},
volume = {abs/1906.11915},
year = {2019},
url = {http://arxiv.org/abs/1906.11915},
eprinttype = {arXiv},
eprint = {1906.11915},
timestamp = {Mon, 01 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-11915.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/micro/LiuYPEK18,
author = {Zhenhong Liu and
Amir Yazdanbakhsh and
Taejoon Park and
Hadi Esmaeilzadeh and
Nam Sung Kim},
title = {SiMul: An Algorithm-Driven Approximate Multiplier Design for Machine
Learning},
journal = {{IEEE} Micro},
volume = {38},
number = {4},
pages = {50--59},
year = {2018},
url = {https://doi.org/10.1109/MM.2018.043191125},
doi = {10.1109/MM.2018.043191125},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/micro/LiuYPEK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/MahajanKSAKE18,
author = {Divya Mahajan and
Joon Kyung Kim and
Jacob Sacks and
Adel Ardalan and
Arun Kumar and
Hadi Esmaeilzadeh},
title = {In-RDBMS Hardware Acceleration of Advanced Analytics},
journal = {Proc. {VLDB} Endow.},
volume = {11},
number = {11},
pages = {1317--1331},
year = {2018},
url = {http://www.vldb.org/pvldb/vol11/p1317-mahajan.pdf},
doi = {10.14778/3236187.3236188},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/MahajanKSAKE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEpact/YazdanbakhshSSL18,
author = {Amir Yazdanbakhsh and
Choungki Song and
Jacob Sacks and
Pejman Lotfi{-}Kamran and
Hadi Esmaeilzadeh and
Nam Sung Kim},
editor = {Skevos Evripidou and
Per Stenstr{\"{o}}m and
Michael F. P. O'Boyle},
title = {In-DRAM near-data approximate acceleration for GPUs},
booktitle = {Proceedings of the 27th International Conference on Parallel Architectures
and Compilation Techniques, {PACT} 2018, Limassol, Cyprus, November
01-04, 2018},
pages = {34:1--34:14},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3243176.3243188},
doi = {10.1145/3243176.3243188},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/IEEEpact/YazdanbakhshSSL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fccm/YazdanbakhshBKG18,
author = {Amir Yazdanbakhsh and
Michael Brzozowski and
Behnam Khaleghi and
Soroush Ghodrati and
Kambiz Samadi and
Nam Sung Kim and
Hadi Esmaeilzadeh},
title = {FlexiGAN: An End-to-End Solution for {FPGA} Acceleration of Generative
Adversarial Networks},
booktitle = {26th {IEEE} Annual International Symposium on Field-Programmable Custom
Computing Machines, {FCCM} 2018, Boulder, CO, USA, April 29 - May
1, 2018},
pages = {65--72},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/FCCM.2018.00019},
doi = {10.1109/FCCM.2018.00019},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fccm/YazdanbakhshBKG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isca/SacksMLE18,
author = {Jacob Sacks and
Divya Mahajan and
Richard Connor Lawson and
Hadi Esmaeilzadeh},
editor = {Murali Annavaram and
Timothy Mark Pinkston and
Babak Falsafi},
title = {RoboX: An End-to-End Solution to Accelerate Autonomous Control in
Robotics},
booktitle = {45th {ACM/IEEE} Annual International Symposium on Computer Architecture,
{ISCA} 2018, Los Angeles, CA, USA, June 1-6, 2018},
pages = {479--490},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ISCA.2018.00047},
doi = {10.1109/ISCA.2018.00047},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isca/SacksMLE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isca/YazdanbakhshSKE18,
author = {Amir Yazdanbakhsh and
Kambiz Samadi and
Nam Sung Kim and
Hadi Esmaeilzadeh},
editor = {Murali Annavaram and
Timothy Mark Pinkston and
Babak Falsafi},
title = {{GANAX:} {A} Unified {MIMD-SIMD} Acceleration for Generative Adversarial
Networks},
booktitle = {45th {ACM/IEEE} Annual International Symposium on Computer Architecture,
{ISCA} 2018, Los Angeles, CA, USA, June 1-6, 2018},
pages = {650--661},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ISCA.2018.00060},
doi = {10.1109/ISCA.2018.00060},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isca/YazdanbakhshSKE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isca/AkhlaghiYSGE18,
author = {Vahideh Akhlaghi and
Amir Yazdanbakhsh and
Kambiz Samadi and
Rajesh K. Gupta and
Hadi Esmaeilzadeh},
editor = {Murali Annavaram and
Timothy Mark Pinkston and
Babak Falsafi},
title = {SnaPEA: Predictive Early Activation for Reducing Computation in Deep
Convolutional Neural Networks},
booktitle = {45th {ACM/IEEE} Annual International Symposium on Computer Architecture,
{ISCA} 2018, Los Angeles, CA, USA, June 1-6, 2018},
pages = {662--673},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ISCA.2018.00061},
doi = {10.1109/ISCA.2018.00061},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isca/AkhlaghiYSGE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isca/SharmaPSLCCE18,
author = {Hardik Sharma and
Jongse Park and
Naveen Suda and
Liangzhen Lai and
Benson Chau and
Vikas Chandra and
Hadi Esmaeilzadeh},
editor = {Murali Annavaram and
Timothy Mark Pinkston and
Babak Falsafi},
title = {Bit Fusion: Bit-Level Dynamically Composable Architecture for Accelerating
Deep Neural Network},
booktitle = {45th {ACM/IEEE} Annual International Symposium on Computer Architecture,
{ISCA} 2018, Los Angeles, CA, USA, June 1-6, 2018},
pages = {764--775},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ISCA.2018.00069},
doi = {10.1109/ISCA.2018.00069},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isca/SharmaPSLCCE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micro/LiPAYQPWSEK18,
author = {Youjie Li and
Jongse Park and
Mohammad Alian and
Yifan Yuan and
Zheng Qu and
Peitian Pan and
Ren Wang and
Alexander G. Schwing and
Hadi Esmaeilzadeh and
Nam Sung Kim},
title = {A Network-Centric Hardware/Algorithm Co-Design to Accelerate Distributed
Training of Deep Neural Networks},
booktitle = {51st Annual {IEEE/ACM} International Symposium on Microarchitecture,
{MICRO} 2018, Fukuoka, Japan, October 20-24, 2018},
pages = {175--188},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/MICRO.2018.00023},
doi = {10.1109/MICRO.2018.00023},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micro/LiPAYQPWSEK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-06027,
author = {Divya Mahajan and
Joon Kyung Kim and
Jacob Sacks and
Adel Ardalan and
Arun Kumar and
Hadi Esmaeilzadeh},
title = {In-RDBMS Hardware Acceleration of Advanced Analytics},
journal = {CoRR},
volume = {abs/1801.06027},
year = {2018},
url = {http://arxiv.org/abs/1801.06027},
eprinttype = {arXiv},
eprint = {1801.06027},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-06027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-01107,
author = {Amir Yazdanbakhsh and
Hajar Falahati and
Philip J. Wolfe and
Kambiz Samadi and
Nam Sung Kim and
Hadi Esmaeilzadeh},
title = {{GANAX:} {A} Unified {MIMD-SIMD} Acceleration for Generative Adversarial
Networks},
journal = {CoRR},
volume = {abs/1806.01107},
year = {2018},
url = {http://arxiv.org/abs/1806.01107},
eprinttype = {arXiv},
eprint = {1806.01107},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-01107.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-01704,
author = {Ahmed T. Elthakeb and
Prannoy Pilligundla and
Amir Yazdanbakhsh and
Sean Kinzer and
Hadi Esmaeilzadeh},
title = {ReLeQ: {A} Reinforcement Learning Approach for Deep Quantization of
Neural Networks},
journal = {CoRR},
volume = {abs/1811.01704},
year = {2018},
url = {http://arxiv.org/abs/1811.01704},
eprinttype = {arXiv},
eprint = {1811.01704},
timestamp = {Thu, 22 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-01704.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dt/YazdanbakhshMEL17,
author = {Amir Yazdanbakhsh and
Divya Mahajan and
Hadi Esmaeilzadeh and
Pejman Lotfi{-}Kamran},
title = {AxBench: {A} Multiplatform Benchmark Suite for Approximate Computing},
journal = {{IEEE} Des. Test},
volume = {34},
number = {2},
pages = {60--68},
year = {2017},
url = {https://doi.org/10.1109/MDAT.2016.2630270},
doi = {10.1109/MDAT.2016.2630270},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dt/YazdanbakhshMEL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csfw/KwonHE17,
author = {Hyoukjun Kwon and
William Harris and
Hadi Esmaeilzadeh},
title = {Proving Flow Security of Sequential Logic via Automatically-Synthesized
Relational Invariants},
booktitle = {30th {IEEE} Computer Security Foundations Symposium, {CSF} 2017, Santa
Barbara, CA, USA, August 21-25, 2017},
pages = {420--435},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CSF.2017.35},
doi = {10.1109/CSF.2017.35},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/csfw/KwonHE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micro/ParkSMKOE17,
author = {Jongse Park and
Hardik Sharma and
Divya Mahajan and
Joon Kyung Kim and
Preston Olds and
Hadi Esmaeilzadeh},
editor = {Hillery C. Hunter and
Jaime Moreno and
Joel S. Emer and
Daniel S{\'{a}}nchez},
title = {Scale-out acceleration for machine learning},
booktitle = {Proceedings of the 50th Annual {IEEE/ACM} International Symposium
on Microarchitecture, {MICRO} 2017, Cambridge, MA, USA, October 14-18,
2017},
pages = {367--381},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3123939.3123979},
doi = {10.1145/3123939.3123979},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micro/ParkSMKOE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-01507,
author = {Hardik Sharma and
Jongse Park and
Naveen Suda and
Liangzhen Lai and
Benson Chau and
Joon Kyung Kim and
Vikas Chandra and
Hadi Esmaeilzadeh},
title = {Bit Fusion: Bit-Level Dynamically Composable Architecture for Accelerating
Deep Neural Networks},
journal = {CoRR},
volume = {abs/1712.01507},
year = {2017},
url = {http://arxiv.org/abs/1712.01507},
eprinttype = {arXiv},
eprint = {1712.01507},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-01507.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/PutnamCCCCDEFGG16,
author = {Andrew Putnam and
Adrian M. Caulfield and
Eric S. Chung and
Derek Chiou and
Kypros Constantinides and
John Demme and
Hadi Esmaeilzadeh and
Jeremy Fowers and
Gopi Prashanth Gopal and
Jan Gray and
Michael Haselman and
Scott Hauck and
Stephen Heil and
Amir Hormati and
Joo{-}Young Kim and
Sitaram Lanka and
James R. Larus and
Eric Peterson and
Simon Pope and
Aaron Smith and
Jason Thong and
Phillip Yi Xiao and
Doug Burger},
title = {A reconfigurable fabric for accelerating large-scale datacenter services},
journal = {Commun. {ACM}},
volume = {59},
number = {11},
pages = {114--122},
year = {2016},
url = {https://doi.org/10.1145/2996868},
doi = {10.1145/2996868},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacm/PutnamCCCCDEFGG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dt/YazdanbakhshTEP16,
author = {Amir Yazdanbakhsh and
Bradley Thwaites and
Hadi Esmaeilzadeh and
Gennady Pekhimenko and
Onur Mutlu and
Todd C. Mowry},
title = {Mitigating the Memory Bottleneck With Approximate Load Value Prediction},
journal = {{IEEE} Des. Test},
volume = {33},
number = {1},
pages = {32--42},
year = {2016},
url = {https://doi.org/10.1109/MDAT.2015.2504899},
doi = {10.1109/MDAT.2015.2504899},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dt/YazdanbakhshTEP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taco/YazdanbakhshPTE16,
author = {Amir Yazdanbakhsh and
Gennady Pekhimenko and
Bradley Thwaites and
Hadi Esmaeilzadeh and
Onur Mutlu and
Todd C. Mowry},
title = {{RFVP:} Rollback-Free Value Prediction with Safe-to-Approximate Loads},
journal = {{ACM} Trans. Archit. Code Optim.},
volume = {12},
number = {4},
pages = {62:1--62:26},
year = {2016},
url = {https://doi.org/10.1145/2836168},
doi = {10.1145/2836168},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taco/YazdanbakhshPTE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/3dic/WahbySSEB16,
author = {William Wahby and
Thomas E. Sarvey and
Hardik Sharma and
Hadi Esmaeilzadeh and
Muhannad S. Bakir},
title = {The impact of 3D stacking on GPU-accelerated deep neural networks:
An experimental study},
booktitle = {2016 {IEEE} International 3D Systems Integration Conference, 3DIC
2016, San Francisco, CA, USA, November 8-11, 2016},
pages = {1--4},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/3DIC.2016.7970018},
doi = {10.1109/3DIC.2016.7970018},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/3dic/WahbySSEB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/ZhangAFE16,
author = {Hang Zhang and
Afshin Abdi and
Faramarz Fekri and
Hadi Esmaeilzadeh},
title = {Error correction for approximate computing},
booktitle = {54th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2016, Monticello, IL, USA, September 27-30, 2016},
pages = {948--953},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ALLERTON.2016.7852336},
doi = {10.1109/ALLERTON.2016.7852336},
timestamp = {Tue, 03 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/allerton/ZhangAFE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asplos/ParkAMTE16,
author = {Jongse Park and
Emmanuel Amaro and
Divya Mahajan and
Bradley Thwaites and
Hadi Esmaeilzadeh},
editor = {Tom Conte and
Yuanyuan Zhou},
title = {AxGames: Towards Crowdsourcing Quality Target Determination in Approximate
Computing},
booktitle = {Proceedings of the Twenty-First International Conference on Architectural
Support for Programming Languages and Operating Systems, {ASPLOS}
2016, Atlanta, GA, USA, April 2-6, 2016},
pages = {623--636},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2872362.2872376},
doi = {10.1145/2872362.2872376},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asplos/ParkAMTE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/LotfiRYEG16,
author = {Atieh Lotfi and
Abbas Rahimi and
Amir Yazdanbakhsh and
Hadi Esmaeilzadeh and
Rajesh K. Gupta},
editor = {Luca Fanucci and
J{\"{u}}rgen Teich},
title = {Grater: An approximation workflow for exploiting data-level parallelism
in {FPGA} acceleration},
booktitle = {2016 Design, Automation {\&} Test in Europe Conference {\&}
Exhibition, {DATE} 2016, Dresden, Germany, March 14-18, 2016},
pages = {1279--1284},
publisher = {{IEEE}},
year = {2016},
url = {https://ieeexplore.ieee.org/document/7459507/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/LotfiRYEG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpca/MahajanPASYKE16,
author = {Divya Mahajan and
Jongse Park and
Emmanuel Amaro and
Hardik Sharma and
Amir Yazdanbakhsh and
Joon Kyung Kim and
Hadi Esmaeilzadeh},
title = {{TABLA:} {A} unified template-based framework for accelerating statistical
machine learning},
booktitle = {2016 {IEEE} International Symposium on High Performance Computer Architecture,
{HPCA} 2016, Barcelona, Spain, March 12-16, 2016},
pages = {14--26},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/HPCA.2016.7446050},
doi = {10.1109/HPCA.2016.7446050},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpca/MahajanPASYKE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isca/MahajanYPTE16,
author = {Divya Mahajan and
Amir Yazdanbakhsh and
Jongse Park and
Bradley Thwaites and
Hadi Esmaeilzadeh},
title = {Towards Statistical Guarantees in Controlling Quality Tradeoffs for
Approximate Acceleration},
booktitle = {43rd {ACM/IEEE} Annual International Symposium on Computer Architecture,
{ISCA} 2016, Seoul, South Korea, June 18-22, 2016},
pages = {66--77},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ISCA.2016.16},
doi = {10.1109/ISCA.2016.16},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isca/MahajanYPTE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micro/SharmaPMAKSME16,
author = {Hardik Sharma and
Jongse Park and
Divya Mahajan and
Emmanuel Amaro and
Joon Kyung Kim and
Chenkai Shao and
Asit Mishra and
Hadi Esmaeilzadeh},
title = {From high-level deep neural models to FPGAs},
booktitle = {49th Annual {IEEE/ACM} International Symposium on Microarchitecture,
{MICRO} 2016, Taipei, Taiwan, October 15-19, 2016},
pages = {17:1--17:12},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/MICRO.2016.7783720},
doi = {10.1109/MICRO.2016.7783720},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micro/SharmaPMAKSME16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/EsmaeilzadehSCB15,
author = {Hadi Esmaeilzadeh and
Adrian Sampson and
Luis Ceze and
Doug Burger},
title = {Neural acceleration for general-purpose approximate programs},
journal = {Commun. {ACM}},
volume = {58},
number = {1},
pages = {105--115},
year = {2015},
url = {https://doi.org/10.1145/2589750},
doi = {10.1145/2589750},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacm/EsmaeilzadehSCB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/micro/PutnamCCCCDEFGG15,
author = {Andrew Putnam and
Adrian M. Caulfield and
Eric S. Chung and
Derek Chiou and
Kypros Constantinides and
John Demme and
Hadi Esmaeilzadeh and
Jeremy Fowers and
Gopi Prashanth Gopal and
Jan Gray and
Michael Haselman and
Scott Hauck and
Stephen Heil and
Amir Hormati and
Joo{-}Young Kim and
Sitaram Lanka and
James R. Larus and
Eric Peterson and
Simon Pope and
Aaron Smith and
Jason Thong and
Phillip Yi Xiao and
Doug Burger},
title = {A Reconfigurable Fabric for Accelerating Large-Scale Datacenter Services},
journal = {{IEEE} Micro},
volume = {35},
number = {3},
pages = {10--22},
year = {2015},
url = {https://doi.org/10.1109/MM.2015.42},
doi = {10.1109/MM.2015.42},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/micro/PutnamCCCCDEFGG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/micro/MahajanRJYPTNRE15,
author = {Divya Mahajan and
Kartik Ramkrishnan and
Rudra Jariwala and
Amir Yazdanbakhsh and
Jongse Park and
Bradley Thwaites and
Anandhavel Nagendrakumar and
Abbas Rahimi and
Hadi Esmaeilzadeh and
Kia Bazargan},
title = {Axilog: Abstractions for Approximate Hardware Design and Reuse},
journal = {{IEEE} Micro},
volume = {35},
number = {5},
pages = {16--30},
year = {2015},
url = {https://doi.org/10.1109/MM.2015.108},
doi = {10.1109/MM.2015.108},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/micro/MahajanRJYPTNRE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cases/Esmaeilzadeh15,
author = {Hadi Esmaeilzadeh},
editor = {Ravi Iyer and
Siddharth Garg},
title = {Approximate acceleration: {A} path through the era of dark silicon
and big data},
booktitle = {2015 International Conference on Compilers, Architecture and Synthesis
for Embedded Systems, {CASES} 2015, Amsterdam, The Netherlands, October
4-9, 2015},
pages = {31--32},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CASES.2015.7324540},
doi = {10.1109/CASES.2015.7324540},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/cases/Esmaeilzadeh15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/YazdanbakhshMTP15,
author = {Amir Yazdanbakhsh and
Divya Mahajan and
Bradley Thwaites and
Jongse Park and
Anandhavel Nagendrakumar and
Sindhuja Sethuraman and
Kartik Ramkrishnan and
Nishanthi Ravindran and
Rudra Jariwala and
Abbas Rahimi and
Hadi Esmaeilzadeh and
Kia Bazargan},
editor = {Wolfgang Nebel and
David Atienza},
title = {Axilog: language support for approximate hardware design},
booktitle = {Proceedings of the 2015 Design, Automation {\&} Test in Europe
Conference {\&} Exhibition, {DATE} 2015, Grenoble, France, March
9-13, 2015},
pages = {812--817},
publisher = {{ACM}},
year = {2015},
url = {http://dl.acm.org/citation.cfm?id=2755938},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/YazdanbakhshMTP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpca/MoreauWNSECO15,
author = {Thierry Moreau and
Mark Wyse and
Jacob Nelson and
Adrian Sampson and
Hadi Esmaeilzadeh and
Luis Ceze and
Mark Oskin},
title = {{SNNAP:} Approximate computing on programmable SoCs via neural acceleration},
booktitle = {21st {IEEE} International Symposium on High Performance Computer Architecture,
{HPCA} 2015, Burlingame, CA, USA, February 7-11, 2015},
pages = {603--614},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/HPCA.2015.7056066},
doi = {10.1109/HPCA.2015.7056066},
timestamp = {Fri, 11 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpca/MoreauWNSECO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micro/YazdanbakhshPSL15,
author = {Amir Yazdanbakhsh and
Jongse Park and
Hardik Sharma and
Pejman Lotfi{-}Kamran and
Hadi Esmaeilzadeh},
editor = {Milos Prvulovic},
title = {Neural acceleration for {GPU} throughput processors},
booktitle = {Proceedings of the 48th International Symposium on Microarchitecture,
{MICRO} 2015, Waikiki, HI, USA, December 5-9, 2015},
pages = {482--493},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2830772.2830810},
doi = {10.1145/2830772.2830810},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micro/YazdanbakhshPSL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigsoft/ParkEZNH15,
author = {Jongse Park and
Hadi Esmaeilzadeh and
Xin Zhang and
Mayur Naik and
William Harris},
editor = {Elisabetta Di Nitto and
Mark Harman and
Patrick Heymans},
title = {FlexJava: language support for safe and modular approximate programming},
booktitle = {Proceedings of the 2015 10th Joint Meeting on Foundations of Software
Engineering, {ESEC/FSE} 2015, Bergamo, Italy, August 30 - September
4, 2015},
pages = {745--757},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2786805.2786807},
doi = {10.1145/2786805.2786807},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigsoft/ParkEZNH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEpact/ThwaitesPEYMPMM14,
author = {Bradley Thwaites and
Gennady Pekhimenko and
Hadi Esmaeilzadeh and
Amir Yazdanbakhsh and
Onur Mutlu and
Jongse Park and
Girish Mururu and
Todd C. Mowry},
editor = {Jos{\'{e}} Nelson Amaral and
Josep Torrellas},
title = {Rollback-free value prediction with approximate loads},
booktitle = {International Conference on Parallel Architectures and Compilation,
{PACT} '14, Edmonton, AB, Canada, August 24-27, 2014},
pages = {493--494},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2628071.2628110},
doi = {10.1145/2628071.2628110},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/IEEEpact/ThwaitesPEYMPMM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isca/PutnamCCCCDEFGGHHHHKLLPPSTXB14,
author = {Andrew Putnam and
Adrian M. Caulfield and
Eric S. Chung and
Derek Chiou and
Kypros Constantinides and
John Demme and
Hadi Esmaeilzadeh and
Jeremy Fowers and
Gopi Prashanth Gopal and
Jan Gray and
Michael Haselman and
Scott Hauck and
Stephen Heil and
Amir Hormati and
Joo{-}Young Kim and
Sitaram Lanka and
James R. Larus and
Eric Peterson and
Simon Pope and
Aaron Smith and
Jason Thong and
Phillip Yi Xiao and
Doug Burger},
title = {A reconfigurable fabric for accelerating large-scale datacenter services},
booktitle = {{ACM/IEEE} 41st International Symposium on Computer Architecture,
{ISCA} 2014, Minneapolis, MN, USA, June 14-18, 2014},
pages = {13--24},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ISCA.2014.6853195},
doi = {10.1109/ISCA.2014.6853195},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isca/PutnamCCCCDEFGGHHHHKLLPPSTXB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isca/AmantYPTEHCB14,
author = {Ren{\'{e}}e St. Amant and
Amir Yazdanbakhsh and
Jongse Park and
Bradley Thwaites and
Hadi Esmaeilzadeh and
Arjang Hassibi and
Luis Ceze and
Doug Burger},
title = {General-purpose code acceleration with limited-precision analog computation},
booktitle = {{ACM/IEEE} 41st International Symposium on Computer Architecture,
{ISCA} 2014, Minneapolis, MN, USA, June 14-18, 2014},
pages = {505--516},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ISCA.2014.6853213},
doi = {10.1109/ISCA.2014.6853213},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isca/AmantYPTEHCB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Esmaeilzadeh13,
author = {Hadi Esmaeilzadeh},
title = {Approximate Acceleration for a Post Multicore Era},
school = {University of Washington, {USA}},
year = {2013},
url = {https://hdl.handle.net/1773/24132},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Esmaeilzadeh13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/EsmaeilzadehBASB13,
author = {Hadi Esmaeilzadeh and
Emily R. Blem and
Ren{\'{e}}e St. Amant and
Karthikeyan Sankaralingam and
Doug Burger},
title = {Power challenges may end the multicore era},
journal = {Commun. {ACM}},
volume = {56},
number = {2},
pages = {93--102},
year = {2013},
url = {https://doi.org/10.1145/2408776.2408797},
doi = {10.1145/2408776.2408797},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/EsmaeilzadehBASB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cal/BlemEASB13,
author = {Emily R. Blem and
Hadi Esmaeilzadeh and
Ren{\'{e}}e St. Amant and
Karthikeyan Sankaralingam and
Doug Burger},
title = {Multicore Model from Abstract Single Core Inputs},
journal = {{IEEE} Comput. Archit. Lett.},
volume = {12},
number = {2},
pages = {59--62},
year = {2013},
url = {https://doi.org/10.1109/L-CA.2012.27},
doi = {10.1109/L-CA.2012.27},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cal/BlemEASB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/micro/EsmaeilzadehSCB13,
author = {Hadi Esmaeilzadeh and
Adrian Sampson and
Luis Ceze and
Doug Burger},
title = {Neural Acceleration for General-Purpose Approximate Programs},
journal = {{IEEE} Micro},
volume = {33},
number = {3},
pages = {16--27},
year = {2013},
url = {https://doi.org/10.1109/MM.2013.28},
doi = {10.1109/MM.2013.28},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/micro/EsmaeilzadehSCB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpca/RobatmiliLEGSPBK13,
author = {Behnam Robatmili and
Dong Li and
Hadi Esmaeilzadeh and
Madhu Saravana Sibi Govindan and
Aaron Smith and
Andrew Putnam and
Doug Burger and
Stephen W. Keckler},
title = {How to implement effective prediction and forwarding for fusable dynamic
multicore architectures},
booktitle = {19th {IEEE} International Symposium on High Performance Computer Architecture,
{HPCA} 2013, Shenzhen, China, February 23-27, 2013},
pages = {460--471},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/HPCA.2013.6522341},
doi = {10.1109/HPCA.2013.6522341},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpca/RobatmiliLEGSPBK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/EsmaeilzadehCYBM12,
author = {Hadi Esmaeilzadeh and
Ting Cao and
Xi Yang and
Stephen M. Blackburn and
Kathryn S. McKinley},
title = {Looking back and looking forward: power, performance, and upheaval},
journal = {Commun. {ACM}},
volume = {55},
number = {7},
pages = {105--114},
year = {2012},
url = {https://doi.org/10.1145/2209249.2209272},
doi = {10.1145/2209249.2209272},
timestamp = {Wed, 20 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacm/EsmaeilzadehCYBM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/micro/EsmaeilzadehCYBM12,
author = {Hadi Esmaeilzadeh and
Ting Cao and
Xi Yang and
Stephen M. Blackburn and
Kathryn S. McKinley},
title = {What is Happening to Power, Performance, and Software?},
journal = {{IEEE} Micro},
volume = {32},
number = {3},
pages = {110--121},
year = {2012},
url = {https://doi.org/10.1109/MM.2012.20},
doi = {10.1109/MM.2012.20},
timestamp = {Fri, 13 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/micro/EsmaeilzadehCYBM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/micro/EsmaeilzadehBASB12,
author = {Hadi Esmaeilzadeh and
Emily R. Blem and
Ren{\'{e}}e St. Amant and
Karthikeyan Sankaralingam and
Doug Burger},
title = {Dark Silicon and the End of Multicore Scaling},
journal = {{IEEE} Micro},
volume = {32},
number = {3},
pages = {122--134},
year = {2012},
url = {https://doi.org/10.1109/MM.2012.17},
doi = {10.1109/MM.2012.17},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/micro/EsmaeilzadehBASB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tocs/EsmaeilzadehBASB12,
author = {Hadi Esmaeilzadeh and
Emily R. Blem and
Ren{\'{e}}e St. Amant and
Karthikeyan Sankaralingam and
Doug Burger},
title = {Power Limitations and Dark Silicon Challenge the Future of Multicore},
journal = {{ACM} Trans. Comput. Syst.},
volume = {30},
number = {3},
pages = {11:1--11:27},
year = {2012},
url = {https://doi.org/10.1145/2324876.2324879},
doi = {10.1145/2324876.2324879},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tocs/EsmaeilzadehBASB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asplos/EsmaeilzadehSCB12,
author = {Hadi Esmaeilzadeh and
Adrian Sampson and
Luis Ceze and
Doug Burger},
editor = {Tim Harris and
Michael L. Scott},
title = {Architecture support for disciplined approximate programming},
booktitle = {Proceedings of the 17th International Conference on Architectural
Support for Programming Languages and Operating Systems, {ASPLOS}
2012, London, UK, March 3-7, 2012},
pages = {301--312},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2150976.2151008},
doi = {10.1145/2150976.2151008},
timestamp = {Wed, 07 Jul 2021 13:23:08 +0200},
biburl = {https://dblp.org/rec/conf/asplos/EsmaeilzadehSCB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micro/EsmaeilzadehSCB12,
author = {Hadi Esmaeilzadeh and
Adrian Sampson and
Luis Ceze and
Doug Burger},
title = {Neural Acceleration for General-Purpose Approximate Programs},
booktitle = {45th Annual {IEEE/ACM} International Symposium on Microarchitecture,
{MICRO} 2012, Vancouver, BC, Canada, December 1-5, 2012},
pages = {449--460},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/MICRO.2012.48},
doi = {10.1109/MICRO.2012.48},
timestamp = {Tue, 31 May 2022 14:39:58 +0200},
biburl = {https://dblp.org/rec/conf/micro/EsmaeilzadehSCB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asplos/EsmaeilzadehCXBM11,
author = {Hadi Esmaeilzadeh and
Ting Cao and
Xi Yang and
Stephen M. Blackburn and
Kathryn S. McKinley},
editor = {Rajiv Gupta and
Todd C. Mowry},
title = {Looking back on the language and hardware revolutions: measured power,
performance, and scaling},
booktitle = {Proceedings of the 16th International Conference on Architectural
Support for Programming Languages and Operating Systems, {ASPLOS}
2011, Newport Beach, CA, USA, March 5-11, 2011},
pages = {319--332},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1950365.1950402},
doi = {10.1145/1950365.1950402},
timestamp = {Wed, 20 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asplos/EsmaeilzadehCXBM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isca/EsmaeilzadehBASB11,
author = {Hadi Esmaeilzadeh and
Emily R. Blem and
Ren{\'{e}}e St. Amant and
Karthikeyan Sankaralingam and
Doug Burger},
editor = {Ravi R. Iyer and
Qing Yang and
Antonio Gonz{\'{a}}lez},
title = {Dark silicon and the end of multicore scaling},
booktitle = {38th International Symposium on Computer Architecture {(ISCA} 2011),
June 4-8, 2011, San Jose, CA, {USA}},
pages = {365--376},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2000064.2000108},
doi = {10.1145/2000064.2000108},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isca/EsmaeilzadehBASB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/integration/SafariJE06,
author = {Saeed Safari and
Amir{-}Hossein Jahangir and
Hadi Esmaeilzadeh},
title = {A parameterized graph-based framework for high-level test synthesis},
journal = {Integr.},
volume = {39},
number = {4},
pages = {363--381},
year = {2006},
url = {https://doi.org/10.1016/j.vlsi.2005.08.004},
doi = {10.1016/J.VLSI.2005.08.004},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/integration/SafariJE06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/EsmaeilzadehMELNF06,
author = {Hadi Esmaeilzadeh and
A. Moghimi and
Eiman Ebrahimi and
Caro Lucas and
Zainalabedin Navabi and
A. M. Fakhraie},
title = {DCim++: a {C++} library for object oriented hardware design and distributed
simulation},
booktitle = {International Symposium on Circuits and Systems {(ISCAS} 2006), 21-24
May 2006, Island of Kos, Greece},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ISCAS.2006.1692827},
doi = {10.1109/ISCAS.2006.1692827},
timestamp = {Tue, 17 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iscas/EsmaeilzadehMELNF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/EsmaeilzadehSALF06,
author = {Hadi Esmaeilzadeh and
Pooya Saeedi and
Babak Nadjar Araabi and
Caro Lucas and
Seid Mehdi Fakhraie},
title = {Neural network stream processing core (NnSP) for embedded systems},
booktitle = {International Symposium on Circuits and Systems {(ISCAS} 2006), 21-24
May 2006, Island of Kos, Greece},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ISCAS.2006.1693199},
doi = {10.1109/ISCAS.2006.1693199},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iscas/EsmaeilzadehSALF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/todaes/ShamshiriEN05,
author = {Saeed Shamshiri and
Hadi Esmaeilzadeh and
Zainalabedin Navabi},
title = {Instruction-level test methodology for {CPU} core self-testing},
journal = {{ACM} Trans. Design Autom. Electr. Syst.},
volume = {10},
number = {4},
pages = {673--689},
year = {2005},
url = {https://doi.org/10.1145/1109118.1109124},
doi = {10.1145/1109118.1109124},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/todaes/ShamshiriEN05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ats/EsmaeilzadehSSN05,
author = {Hadi Esmaeilzadeh and
Saeed Shamshiri and
Pooya Saeedi and
Zainalabedin Navabi},
title = {{ISC:} Reconfigurable Scan-Cell Architecture for Low Power Testing},
booktitle = {14th Asian Test Symposium {(ATS} 2005), 18-21 December 2005, Calcutta,
India},
pages = {236--241},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ATS.2005.72},
doi = {10.1109/ATS.2005.72},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ats/EsmaeilzadehSSN05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ats/ShamshiriEN04,
author = {Saeed Shamshiri and
Hadi Esmaeilzadeh and
Zainalabedin Navabi},
title = {Test Instruction Set {(TIS)} for High Level Self-Testing of {CPU}
Cores},
booktitle = {13th Asian Test Symposium {(ATS} 2004), 15-17 November 2004, Kenting,
Taiwan},
pages = {158--163},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ATS.2004.81},
doi = {10.1109/ATS.2004.81},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ats/ShamshiriEN04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hldvt/ShamshiriEN04,
author = {Saeed Shamshiri and
Hadi Esmaeilzadeh and
Zainalabedin Navabi},
title = {Instruction level test methodology for {CPU} core software-based self-testing},
booktitle = {Ninth {IEEE} International High-Level Design Validation and Test Workshop
2004, Sonoma Valley, CA, USA, November 10-12, 2004},
pages = {25--29},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/HLDVT.2004.1431227},
doi = {10.1109/HLDVT.2004.1431227},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hldvt/ShamshiriEN04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijit/ShahidiEAL04,
author = {Neda Shahidi and
Hadi Esmaeilzadeh and
Marziye Abdollahi and
Caro Lucas},
editor = {Ali Okatan},
title = {Memetic Algorithm Based Path Planning for a Mobile Robot},
booktitle = {International Conference on Computational Intelligence, {ICCI} 2004,
December 17-19, 2004, Istanbul, Turkey, Proceedings},
pages = {56--59},
publisher = {International Computational Intelligence Society},
year = {2004},
timestamp = {Tue, 01 Feb 2005 08:38:09 +0100},
biburl = {https://dblp.org/rec/conf/ijit/ShahidiEAL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ats/SafariEJ03,
author = {Saeed Safari and
Hadi Esmaeilzadeh and
Amir{-}Hossein Jahangir},
title = {Testability Improvement During High-Level Synthesis},
booktitle = {12th Asian Test Symposium {(ATS} 2003), 17-19 November 2003, Xian,
China},
pages = {505},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/ATS.2003.1250874},
doi = {10.1109/ATS.2003.1250874},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ats/SafariEJ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/SafariEJ03,
author = {Saeed Safari and
Hadi Esmaeilzadeh and
Amir{-}Hossein Jahangir},
title = {A novel improvement technique for high-level test synthesis},
booktitle = {Proceedings of the 2003 International Symposium on Circuits and Systems,
{ISCAS} 2003, Bangkok, Thailand, May 25-28, 2003},
pages = {609--612},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/ISCAS.2003.1206386},
doi = {10.1109/ISCAS.2003.1206386},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/iscas/SafariEJ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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