Zobrazeno 1 - 10
of 48
pro vyhledávání: '"Mengshu Sun"'
Autor:
Jun Xu, Mengshu Sun
Publikováno v:
IEEE Access, Vol 10, Pp 104801-104810 (2022)
Event detection is the process of analyzing event streams to detect the occurrences of events and categorize them. General methods for solving this problem are to identify and classify event triggers. Most previous works focused on improving the reco
Externí odkaz:
https://doaj.org/article/e47a3746af3b47a7998a2ae8f613f7f9
Mobile or FPGA? A Comprehensive Evaluation on Energy Efficiency and a Unified Optimization Framework
Autor:
Geng Yuan, Peiyan Dong, Mengshu Sun, Wei Niu, Zhengang Li, Yuxuan Cai, Yanyu Li, Jun Liu, Weiwen Jiang, Xue Lin, Bin Ren, Xulong Tang, Yanzhi Wang
Publikováno v:
ACM Transactions on Embedded Computing Systems. 21:1-22
Efficient deployment of Deep Neural Networks (DNNs) on edge devices (i.e., FPGAs and mobile platforms) is very challenging, especially under a recent witness of the increasing DNN model size and complexity. Model compression strategies, including wei
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4178fbf4604bfc50b7517c1a055da043
https://doi.org/10.1145/3528578
https://doi.org/10.1145/3528578
Publikováno v:
PLoS ONE, Vol 13, Iss 1, p e0191450 (2018)
Recently, a new approach has been introduced that leverages and over-provisions energy storage devices (ESDs) in data centers for performing power capping and facilitating capex/opex reductions, without performance overhead. To fully realize the pote
Externí odkaz:
https://doaj.org/article/65b8254b52754b09aee51f62d498d3c0
Publikováno v:
Electrical Engineering. 104:1459-1471
A power management framework for hybrid electric vehicles (HEVs) is proposed based on deep reinforcement learning (DRL) with a Long Short-Term Memory (LSTM) network to minimize the fuel consumption through determining the power distribution between t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3fca795d6c8616a86f687179947951ec
https://doi.org/10.1007/s00202-021-01401-7
https://doi.org/10.1007/s00202-021-01401-7
Autor:
Mengshu Sun, Zhengang Li, Alec Lu, Haoyu Ma, Geng Yuan, Yanyue Xie, Hao Tang, Yanyu Li, Miriam Leeser, Zhangyang Wang, Xue Lin, Zhenman Fang
Publikováno v:
Proceedings of the 59th ACM/IEEE Design Automation Conference.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::82abc34642053ee126d7ce4cbb098d5f
https://doi.org/10.1145/3489517.3530618
https://doi.org/10.1145/3489517.3530618
Autor:
Sung-En Chang, Geng Yuan, Alec Lu, Mengshu Sun, Yanyu Li, Xiaolong Ma, Zhengang Li, Yanyue Xie, Minghai Qin, Xue Lin, Zhenman Fang, Yanzhi Wang
Publikováno v:
Proceedings of the 59th ACM/IEEE Design Automation Conference.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::49e72c78258859ed24193bca5f16a7a8
https://doi.org/10.1145/3489517.3530619
https://doi.org/10.1145/3489517.3530619
Autor:
Peiyan Dong, Yanyue Xie, Hongjia Li, Mengshu Sun, Olivia Chen, Nobuyuki Yoshikawa, Yanzhi Wang
Publikováno v:
Proceedings of the 59th ACM/IEEE Design Automation Conference.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d23475dfb05eb1681c8df178e8c5382d
https://doi.org/10.1145/3489517.3530487
https://doi.org/10.1145/3489517.3530487
Publikováno v:
2022 IEEE 30th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::162ebea565f6cb0bfea38c4e0ef12aee
https://doi.org/10.1109/fccm53951.2022.9786098
https://doi.org/10.1109/fccm53951.2022.9786098
Autor:
Mengshu Sun, Zhengang Li, Alec Lu, Yanyu Li, Sung-En Chang, Xiaolong Ma, Xue Lin, Zhenman Fang
Publikováno v:
Proceedings of the 2022 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1d8af0e56cc8eded0695ac1aa4042c4a
https://doi.org/10.1145/3490422.3502364
https://doi.org/10.1145/3490422.3502364