Kernel-as-a-Service

Author:

Pfandzelter Tobias1ORCID,Dhakal Aditya2ORCID,Frachtenberg Eitan2ORCID,Chalamalasetti Sai Rahul2ORCID,Emmot Darel2ORCID,Hogade Ninad3ORCID,Enriquez Rolando Pablo Hong4ORCID,Rattihalli Gourav2ORCID,Bermbach David1ORCID,Milojicic Dejan2ORCID

Affiliation:

1. TU Berlin & ECDF, Berlin, Germany

2. Hewlett Packard Labs, Milpitas, CA, United States

3. Hewlett Packard Labs, Fort Collins, CO, United States

4. Hewlett Packard Labs, London, United Kingdom

Publisher

ACM

Reference98 articles.

1. Martín Abadi , Ashish Agarwal , Paul Barham , Eugene Brevdo , Zhifeng Chen , Craig Citro , Greg S. Corrado , Andy Davis , Jeffrey Dean , Matthieu Devin , Sanjay Ghemawat , Ian Goodfellow , Andrew Harp , Geoffrey Irving , Michael Isard , Rafal Jozefowicz , Yangqing Jia , Lukasz Kaiser , Manjunath Kudlur , Josh Levenberg , Dan Mané , Mike Schuster , Rajat Monga , Sherry Moore , Derek Murray , Chris Olah , Jonathon Shlens , Benoit Steiner , Ilya Sutskever , Kunal Talwar , Paul Tucker , Vincent Vanhoucke , Vijay Vasudevan , Fernanda Viégas , Oriol Vinyals , Pete Warden , Martin Wattenberg , Martin Wicke , Yuan Yu , and Xiaoqiang Zheng . 2015 . TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems . Google Research. Retrieved May 10, 2023 from https://www.tensorflow.org/ Martín Abadi, Ashish Agarwal, Paul Barham, Eugene Brevdo, Zhifeng Chen, Craig Citro, Greg S. Corrado, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Ian Goodfellow, Andrew Harp, Geoffrey Irving, Michael Isard, Rafal Jozefowicz, Yangqing Jia, Lukasz Kaiser, Manjunath Kudlur, Josh Levenberg, Dan Mané, Mike Schuster, Rajat Monga, Sherry Moore, Derek Murray, Chris Olah, Jonathon Shlens, Benoit Steiner, Ilya Sutskever, Kunal Talwar, Paul Tucker, Vincent Vanhoucke, Vijay Vasudevan, Fernanda Viégas, Oriol Vinyals, Pete Warden, Martin Wattenberg, Martin Wicke, Yuan Yu, and Xiaoqiang Zheng. 2015. TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems. Google Research. Retrieved May 10, 2023 from https://www.tensorflow.org/

2. Martín Abadi , Ashish Agarwal , Paul Barham , Eugene Brevdo , Zhifeng Chen , Craig Citro , Greg S. Corrado , Andy Davis , Jeffrey Dean , Matthieu Devin , Sanjay Ghemawat , Ian Goodfellow , Andrew Harp , Geoffrey Irving , Michael Isard , Rafal Jozefowicz , Yangqing Jia , Lukasz Kaiser , Manjunath Kudlur , Josh Levenberg , Dan Mané , Mike Schuster , Rajat Monga , Sherry Moore , Derek Murray , Chris Olah , Jonathon Shlens , Benoit Steiner , Ilya Sutskever , Kunal Talwar , Paul Tucker , Vincent Vanhoucke , Vijay Vasudevan , Fernanda Viégas , Oriol Vinyals , Pete Warden , Martin Wattenberg , Martin Wicke , Yuan Yu , and Xiaoqiang Zheng . 2022. tf.nn.conv2d / TensorFlow v2.11.0. Google Research. Retrieved December 1, 2022 from https://www.tensorflow.org/api_docs/python/tf/nn/conv2d Martín Abadi, Ashish Agarwal, Paul Barham, Eugene Brevdo, Zhifeng Chen, Craig Citro, Greg S. Corrado, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Ian Goodfellow, Andrew Harp, Geoffrey Irving, Michael Isard, Rafal Jozefowicz, Yangqing Jia, Lukasz Kaiser, Manjunath Kudlur, Josh Levenberg, Dan Mané, Mike Schuster, Rajat Monga, Sherry Moore, Derek Murray, Chris Olah, Jonathon Shlens, Benoit Steiner, Ilya Sutskever, Kunal Talwar, Paul Tucker, Vincent Vanhoucke, Vijay Vasudevan, Fernanda Viégas, Oriol Vinyals, Pete Warden, Martin Wattenberg, Martin Wicke, Yuan Yu, and Xiaoqiang Zheng. 2022. tf.nn.conv2d / TensorFlow v2.11.0. Google Research. Retrieved December 1, 2022 from https://www.tensorflow.org/api_docs/python/tf/nn/conv2d

3. Managing Heterogeneous Resources in HPC Systems

4. AMD Xilinx . 2022 . Pynq: Python Productivity for Zynq. Retrieved December 2, 2022 from http://pynq.io AMD Xilinx. 2022. Pynq: Python Productivity for Zynq. Retrieved December 2, 2022 from http://pynq.io

5. Krste Asanović . 2014 . FireBox: A Hardware Building Block for 2020 Warehouse-Scale Computers . In Proceedings of the 12th USENIX Conference on File and Storage Technologies ( Santa Clara, CA, USA) (FAST '14). USENIX, Berkeley, CA, USA. Krste Asanović. 2014. FireBox: A Hardware Building Block for 2020 Warehouse-Scale Computers. In Proceedings of the 12th USENIX Conference on File and Storage Technologies (Santa Clara, CA, USA) (FAST '14). USENIX, Berkeley, CA, USA.

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