A Hierarchical Framework of Cloud Resource Allocation and Power Management Using Deep Reinforcement Learning
Ning Liu, Zhe Li, Jielong Xu, Zhiyuan Xu, Sheng Lin, Qinru Qiu, Jian Tang, Yanzhi Wang
Published in 2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS) (01.06.2017)
Published in 2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS) (01.06.2017)
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Conference Proceeding
In situ training of feed-forward and recurrent convolutional memristor networks
Wang, Zhongrui, Li, Can, Lin, Peng, Rao, Mingyi, Nie, Yongyang, Song, Wenhao, Qiu, Qinru, Li, Yunning, Yan, Peng, Strachan, John Paul, Ge, Ning, McDonald, Nathan, Wu, Qing, Hu, Miao, Wu, Huaqiang, Williams, R. Stanley, Xia, Qiangfei, Yang, J. Joshua
Published in Nature machine intelligence (01.09.2019)
Published in Nature machine intelligence (01.09.2019)
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Journal Article
Harvesting-Aware Power Management for Real-Time Systems With Renewable Energy
Liu, Shaobo, Lu, Jun, Wu, Qing, Qiu, Qinru
Published in IEEE transactions on very large scale integration (VLSI) systems (01.08.2012)
Published in IEEE transactions on very large scale integration (VLSI) systems (01.08.2012)
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Journal Article
Integration and Co-design of Memristive Devices and Algorithms for Artificial Intelligence
Wang, Wei, Song, Wenhao, Yao, Peng, Li, Yang, Van Nostrand, Joseph, Qiu, Qinru, Ielmini, Daniele, Yang, J. Joshua
Published in iScience (18.12.2020)
Published in iScience (18.12.2020)
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Journal Article
Distributed task migration for thermal management in many-core systems
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Conference Proceeding
A Multi-Agent Framework for Thermal Aware Task Migration in Many-Core Systems
Ge, Yang, Qiu, Qinru, Wu, Qing
Published in IEEE transactions on very large scale integration (VLSI) systems (01.10.2012)
Published in IEEE transactions on very large scale integration (VLSI) systems (01.10.2012)
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Journal Article
In-memory and in-sensor reservoir computing with memristive devices
Lin, Ning, Chen, Jia, Zhao, Ruoyu, He, Yangu, Wong, Kwunhang, Qiu, Qinru, Wang, Zhongrui, Yang, J. Joshua
Published in APL machine learning (01.03.2024)
Published in APL machine learning (01.03.2024)
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Journal Article
Dynamic thermal management for multimedia applications using machine learning
Ge, Yang, Qiu, Qinru
Published in 2011 48th ACM/EDAC/IEEE Design Automation Conference (DAC) (05.06.2011)
Published in 2011 48th ACM/EDAC/IEEE Design Automation Conference (DAC) (05.06.2011)
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Conference Proceeding
Structural design optimization for deep convolutional neural networks using stochastic computing
Zhe Li, Ao Ren, Ji Li, Qinru Qiu, Bo Yuan, Draper, Jeffrey, Yanzhi Wang
Published in Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 (01.03.2017)
Published in Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 (01.03.2017)
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Conference Proceeding
An adaptive scheduling and voltage/frequency selection algorithm for real-time energy harvesting systems
Liu, Shaobo, Wu, Qing, Qiu, Qinru
Published in 2009 46th ACM/IEEE Design Automation Conference (26.07.2009)
Published in 2009 46th ACM/IEEE Design Automation Conference (26.07.2009)
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Conference Proceeding
End-to-End Energy Management
Yung-Hsiang Lu, Qinru Qiu, Butt, A. R., Cameron, K. W.
Published in Computer (Long Beach, Calif.) (01.11.2011)
Published in Computer (Long Beach, Calif.) (01.11.2011)
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Journal Article
Improving charging efficiency with workload scheduling in energy harvesting embedded systems
Zhang, Yukan, Ge, Yang, Qiu, Qinru
Published in 2013 50th ACM/EDAC/IEEE Design Automation Conference (DAC) (29.05.2013)
Published in 2013 50th ACM/EDAC/IEEE Design Automation Conference (DAC) (29.05.2013)
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Conference Proceeding
The applications of memristor devices in next-generation cortical processor designs
Hai Li, Beiye Liu, Xiaoxiao Liu, Mengjie Mao, Yiran Chen, Qing Wu, Qinru Qiu
Published in 2015 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2015)
Published in 2015 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2015)
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Conference Proceeding
Cloning your mind: Security challenges in cognitive system designs and their solutions
Beiye Liu, Chunpeng Wu, Hai Li, Yiran Chen, Qing Wu, Barnell, Mark, Qinru Qiu
Published in 2015 52nd ACM/EDAC/IEEE Design Automation Conference (DAC) (01.06.2015)
Published in 2015 52nd ACM/EDAC/IEEE Design Automation Conference (DAC) (01.06.2015)
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Conference Proceeding
A Framework of Stochastic Power Management Using Hidden Markov Model
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Conference Proceeding
Bio-inspired computing with resistive memories - models, architectures and applications
Qing Wu, Beiye Liu, Yiran Chen, Hai Li, Qiuwen Chen, Qinru Qiu
Published in 2014 IEEE International Symposium on Circuits and Systems (ISCAS) (01.06.2014)
Published in 2014 IEEE International Symposium on Circuits and Systems (ISCAS) (01.06.2014)
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Conference Proceeding