Data-Intensive Scalable Computing Laboratory (DISCL)

Differences

This shows you the differences between two versions of the page.

Link to this comparison view

Both sides previous revision Previous revision
Next revision
Previous revision
publications [2019/10/23 09:41]
chenxuniu [Refereed Posters/Poster Papers]
publications [2020/05/18 23:26] (current)
yongchen [2019]
Line 2: Line 2:
 {{ :​wiki:​photo:​wordle2.png?​nolink |}} {{ :​wiki:​photo:​wordle2.png?​nolink |}}
  
 +===== 2020 =====
 +    * X. Wang, J. D. Leidel, B. Williams and Y. Chen. PAC: Paged Adaptive Coalescer for 3D-Stacked Memory. Accepted to appear in Proc. of The 29th International ACM Symposium on High-Performance Parallel and Distributed Computing ​ (HPDC'​20),​ 2020. (acceptance rate:22%)
 +
 +    * 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.
 +
 +    * X. Shi, W. Liu, L. He, H. Jin, M. Li and Y. Chen. Optimizing the SSD Burst Buffer by Traffic Detection. Accepted to appear in ACM Transactions on Architecture and Code Optimization (TACO), 2020.
 +
 +    * J. Zhou, Y. Chen, W. Xie, S. He and W. Wang. PRS: A Pattern-Directed Replication Scheme for Heterogeneous Object-Based Storage. Accepted to appear in IEEE Transactions on Computers (TC), 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 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}}
 +    ​
 +    * 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%)
 +
 +    * 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.
 ===== 2019 ===== ===== 2019 =====
     * J. Zhou, Y. Chen, W. Wang, S. He and D. Meng. A Highly Reliable Metadata Service for Large-Scale Distributed File Systems. Accepted to appear in IEEE Transactions on Parallel and Distributed Systems (TPDS), 2019.      * J. Zhou, Y. Chen, W. Wang, S. He and D. Meng. A Highly Reliable Metadata Service for Large-Scale Distributed File Systems. Accepted to appear in IEEE Transactions on Parallel and Distributed Systems (TPDS), 2019. 
Line 13: Line 31:
     * Y. Hua, X. Shi, H. Jin, W. Liu, Y. Jiang, Y. Chen, L. He. Software-defined QoS for I/O in Exascale Computing. In CCF Transactions on High Performance Computing, Apr. 2019. (DOI: [[https://​doi.org/​10.1007/​s42514-019-00005-9|https://​doi.org/​10.1007/​s42514-019-00005-9]])     * Y. Hua, X. Shi, H. Jin, W. Liu, Y. Jiang, Y. Chen, L. He. Software-defined QoS for I/O in Exascale Computing. In CCF Transactions on High Performance Computing, Apr. 2019. (DOI: [[https://​doi.org/​10.1007/​s42514-019-00005-9|https://​doi.org/​10.1007/​s42514-019-00005-9]])
  
-    * W. Zhang, S. Byna, C. Niu, Y. Chen. Exploring Metadata Search Essentials for Scientific Data Management. Accepted to appear in The Proceedings of 26th IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC '19), Hyderabad, India. (acceptance rate:23%)+    * W. Zhang, S. Byna, C. Niu, Y. Chen. Exploring Metadata Search Essentials for Scientific Data Management. Accepted to appear in The Proceedings of 26th IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC '19), Hyderabad, India. (acceptance rate:​23%) ​{{ :​wiki:​papers:​201912-eod_hdf5_metadata_queries-hipc_2019-doi.pdf |PDF}} {{ :​wiki:​papers:​hipc_meta.bib |BibTex}} {{ :​wiki:​papers:​hipc_meta.txt |TXT}} {{ :​wiki:​papers:​201912-hipc-metadata-indexes-2.pptx |Slides }}
  
-    * W. Zhang, S. Byna, H. Tang, B. Williams and Y. Chen. MIQS: Metadata Indexing and Querying Service for Self-describing File Formats. Accepted to appear in The Proceedings of The 31st ACM/IEEE Supercomputing Conference (SC’19), Denver, CO, 2019. (first-around acceptance rate: 72/344=21%, another 15 papers being asked for major revisions per SC'19)+    * W. Zhang, S. Byna, H. Tang, B. Williams and Y. Chen. MIQS: Metadata Indexing and Querying Service for Self-describing File Formats. Accepted to appear in The Proceedings of The 31st ACM/IEEE Supercomputing Conference (SC’19), Denver, CO, 2019. (first-around acceptance rate: 72/344=21%, another 15 papers being asked for major revisions per SC'​19) ​{{ :​wiki:​papers:​3295500.3356146.pdf |PDF}} {{ :​wiki:​papers:​acm_3295500.3356146.bib |BibTex}} {{ :​wiki:​papers:​acm_3295500.3356146.txt |TXT}} {{ :​wiki:​papers:​miqs_sc19.pptx |Slides}} [[https://​www.youtube.com/​watch?​v=R1JfZH9L48Y|Video]]
  
     * Y. Li, J. Zhou, W. Wang and Y. Chen. RE-Store: Reliable and Efficient KV-Store with Erasure Coding and Replication. Accepted to appear in The Proceedings of IEEE International Conference on Cluster Computing (Cluster'​19),​ 2019. {{ :​wiki:​papers:​tpds2019jiangzhou.pdf |PDF}} {{ :​wiki:​papers:​tdps2019jiangzhou_presentation_notation.txt |txt}} {{ :​wiki:​papers:​tdps2019jiangzhou_presentation.pdf |Presentation}} ​     * Y. Li, J. Zhou, W. Wang and Y. Chen. RE-Store: Reliable and Efficient KV-Store with Erasure Coding and Replication. Accepted to appear in The Proceedings of IEEE International Conference on Cluster Computing (Cluster'​19),​ 2019. {{ :​wiki:​papers:​tpds2019jiangzhou.pdf |PDF}} {{ :​wiki:​papers:​tdps2019jiangzhou_presentation_notation.txt |txt}} {{ :​wiki:​papers:​tdps2019jiangzhou_presentation.pdf |Presentation}} ​
  
 +
 +    * V. Pham, N. Nguyen, J. Li, J. Hass, Y. Chen and T. Dang. MTSAD: Multivariate Time Series Abnormality Detection and Visualization. In Proc. of The 2019 IEEE International Conference on Big Data (IEEE BigData 2019).
  
     * J. Li, X. Wang, A. Tumeo, B. Williams, J. D. Leidel and Y. Chen. PIMS: A Lightweight Processing-in-Memory Accelerator for Stencil Computations. In Proc. of the ACM International Symposium on Memory Systems (MEMSYS'​19),​ 2019. {{ :​wiki:​papers:​li-memsys-2019.pdf |PDF}}     * J. Li, X. Wang, A. Tumeo, B. Williams, J. D. Leidel and Y. Chen. PIMS: A Lightweight Processing-in-Memory Accelerator for Stencil Computations. In Proc. of the ACM International Symposium on Memory Systems (MEMSYS'​19),​ 2019. {{ :​wiki:​papers:​li-memsys-2019.pdf |PDF}}