Data-Intensive Scalable Computing Laboratory (DISCL)

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publications [2020/02/29 23:51]
xiwang [2020]
publications [2020/03/27 10:39] (current)
yongchen [2020]
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 ===== 2020 ===== ===== 2020 =====
-    * X. Wang, B. Williams, J. Leidel, A. Ehret, M. Kinsy and Y. Chen. Remote Atomic Extension (RAE) for Scalable High Performance Computing. In the Proc. of the 57th Design Automation Conference (DAC'​20),​ 2020. (acceptance rate:23%). 
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     * J. Sun, G. Sun, S. Zhan, J. Zhang and Y. Chen. Automated Performance Modeling of HPC Applications Using Machine Learning. Accepted to appear in IEEE Transactions on Computers (TC), 2020.     * J. Sun, G. Sun, S. Zhan, J. Zhang and Y. Chen. Automated Performance Modeling of HPC Applications Using Machine Learning. Accepted to appear in IEEE Transactions on Computers (TC), 2020.
  
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     * S. He, Z. Li, J. Zhou, Y. Yin, X. Xu, Y. Chen and X.-H. Sun. A Holistic Heterogeneity-Aware Data Placement Scheme in Hybrid Parallel I/O Systems. Accepted to appear in IEEE Transactions on Parallel and Distributed Systems (TPDS), 2020.      * S. He, Z. Li, J. Zhou, Y. Yin, X. Xu, Y. Chen and X.-H. Sun. A Holistic Heterogeneity-Aware Data Placement Scheme in Hybrid Parallel I/O Systems. Accepted to appear in IEEE Transactions on Parallel and Distributed Systems (TPDS), 2020. 
  
-    * N. Zhao, G. Cao, W. Zhang, E.L. Samson and Y. Chen. Remote ​sensing ​and social sensing ​for socioeconomic systems: A comparison study between ​nighttime lights ​and location-based ​social media at the 500 m spatial resolution. International Journal of Applied Earth Observation and Geoinformation,​ Volume 87, 2020. [[https://​doi.org/​10.1016/​j.jag.2020.102058]]. {{ :​wiki:​papers:​1-s2.0-s0303243419307688-main.pdf |PDF}} {{ :​wiki:​papers:​s0303243419307688.bib |BibTex}} {{ :​wiki:​papers:​s0303243419307688.txt |TXT}}+    * N. Zhao, G. Cao, W. Zhang, E.L. Samson and Y. Chen. Remote ​Sensing ​and Social Sensing ​for Socioeconomic Systems: A Comparison Study between ​Nighttime Lights ​and Location-based ​Social Media at the 500m Spatial Resolution. International Journal of Applied Earth Observation and Geoinformation,​ Volume 87, 2020. [[https://​doi.org/​10.1016/​j.jag.2020.102058]]. {{ :​wiki:​papers:​1-s2.0-s0303243419307688-main.pdf |PDF}} {{ :​wiki:​papers:​s0303243419307688.bib |BibTex}} {{ :​wiki:​papers:​s0303243419307688.txt |TXT}} 
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 +    * X. Wang, B. Williams, J. D. Leidel, A. Ehret, M. Kinsy and Y. Chen. Remote Atomic Extension (RAE) for Scalable High Performance Computing. Accepted to appear in Proc. of The 57th Design Automation Conference (DAC'​20),​ 2020. (acceptance rate:23%) 
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 +    * S. Liang, Z. Yang, F. Jin and Y. Chen. Data Centers Job Scheduling with Deep Reinforcement Learning. Accepted to appear in Proc. of The 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'​20),​ 2020. 
  
     * E. Hojati, J. Hass, A. Sill and Y. Chen. Redfish Green500 Benchmarker (RGB): Towards Automation of the Green500 Process for Data Centers. Accepted to appear in Proc. of 2020 IEEE Green Technologies Conference, 2020.     * E. Hojati, J. Hass, A. Sill and Y. Chen. Redfish Green500 Benchmarker (RGB): Towards Automation of the Green500 Process for Data Centers. Accepted to appear in Proc. of 2020 IEEE Green Technologies Conference, 2020.