Publications

Dissertation/Thesis

  • Yanlong Yin: Application-Aware Optimizations for Big Data Access (Doctoral Dissertation), July, 2014
  • Bo Feng: Towards the Optimal Configuration of Using SSDS under Hybrid Parallel I/O and Storage systems (Master Thesis), May, 2014
  • Yin Lu: Towards Efficient Data Movement at Extreme Scale (Doctoral Dissertation), expected August 2015.
  • Kalaranjani Vijayakumar. Exploring In-memory HDF5 and Early Evaluations (Master Thesis), May, 2015

Book Chapters

  • The Handbook on Data Centers, Chapter (accepted to appear) “I/O and File Systems for Data Intensive Applications,” Y. Yin, H. Jin, and X.-H. Sun, Springer, 2013.

Journals

  • A. Kougkas, Y. Yin, K. Feng, H. Eslami, Y. Lu, X.-H. Sun, W. Gropp. Rethinking key-value store for parallel I/O optimization. Submitted to the International Journal of High Performance Computing Applications, Special Issue on Data-Intensive High-Performance Computing (under review).
  • Y. Lu, Y. Chen, Y. Zhuang, J.L. Liu and R. Thakur. Collective input/output under memory constraints. Accepted to appear in The International Journal of High Performance Computing Applications(IJHPCA), URL, February 2015.

Conference/Workshop Papers

  • Y. Yin, A. Kougkas, K. Feng, H. Eslami, Y. Lu, X.-H. Sun, W. Gropp Rethinking key-value store for parallel I/O optimization. In Proceedings of the 2014 International Workshop on Data Intensive Scalable Computing Systems (pp. 33-40), 2014.
  • C. Chen, Y. Chen, K. Feng, Y. Yin, H. Eslami, R. Thakur, X.-H. Sun, and W.D. Gropp. Decoupled I/O for Data-Intensive High Performance Computing. To appear in the Proceedings of the 7th International Workshop on Parallel Programming Models and Systems Software for High-End Computing (P2S2), in conjunction with The 43rd International Conference on Parallel Processing (ICPP), 2014. PDFTxt
  • Y. Lu, Y. Chen, R. Latham and Y. Zhuang. Revealing Applications' Access Pattern in Collective I/O for Cache Management. To appear in the 2014 ACM International Conference on Supercomputing (ICS'14), Munich, Germany, 2014. PDF, BibTex, Txt
  • S. He, X.-H. Sun and B. Feng, “S4D-Cache: Smart Selective SSD Cache for Parallel I/O Systems,” accepted to appear in Proc. of International Conference on Distributed Computing Systems (ICDCS), Madrid, Spain, June 2014.
  • C. Chen, M. Lang, and Y. Chen. Multilevel Active Storage for Big Data Applications in High Performance Computing. In The Proceedings of the 2013 IEEE International Conference on Big Data, (BigData'13), Santa Clara, USA, 2013. PDF, BibTex, Txt
  • K. Feng, Y. Yin, C. Chen, H. Eslami, X.-H. Sun, Y. Chen, R. Thakur and W. Gropp, “Runtime System Design of Decoupled Execution Paradigm for Data-Intensive High-End Computing (Poster Presentation),” in Proc. of the IEEE International Conference on Cluster Computing 2013 (Cluster'13), Indianapolis, IN, September, 2013.
  • S. He, X.-H. Sun, B. Feng, X. Huang, and K. Feng, “A Cost-Aware Region-Level Data Placement Scheme for Hybrid Parallel I/O Systems,” in Proc. of the IEEE International Conference on Cluster Computing 2013 (Cluster'13), Indianapolis, IN, September, 2013.
  • C. Chen, J. Bastnagel and Y. Chen. Data Deduplication in a Hybrid Architecture for Improving Write Performance. In The Proceedings of The 3rd International Workshop on Runtime and Operating Systems for Supercomputers (ROSS), in conjunction with International Conference on Supercomputing (ICS), Eugene, USA, June 2013. PDF, BibTex, Txt
  • Y. Yin, J. Li, J. He, X.-H. Sun, and R. Thakur. Pattern-Direct and Layout-Aware Replication Scheme for Parallel I/O Systems. Accepted to appear in Proc. of IEEE International Parallel and Distributed Processing Symposium (IPDPS' 13), 2013. PDF
  • J.L. Liu, Y. Chen, and Y. Zhuang. Hierarchical I/O Scheduling for Collective I/O. Accepted to appear at the 13th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid'13), 2013. PDF, BibTex, Txt
  • J. He, J. Bent, A. Torres, G. Grider, G. Gibson, C. Maltzahn, and X.-H. Sun. Discovering Structure in Unstructured I/O. In the 7th Parallel Data Storage Workshop (PDSW'12), in conjunction with ACM/IEEE Supercomputing Conference 2012, Nov. 2012. PDF
  • C. Chen, Y. Chen, and P. C. Roth. DOSAS: Mitigating the Resource Contention in Active Storage Systems. In the Proc. of IEEE International Conference on Cluster Computing 2012 (Cluster'12), 2012. PDF, BibTex, Txt
  • J. He, X.-H. Sun, and R. Thakur. KNOWAC: I/O Prefetch via Accumulated Knowledge. In the Proc. of IEEE International Conference on Cluster Computing (Cluster'12), Beijing, China, September, 2012. PDF, BibTex, Txt
  • Y. Chen, C. Chen, X.-H. Sun, W. D. Gropp, and R. Thakur. A Decoupled Execution Paradigm for Data-Intensive High-End Computing. In the Proc. of the IEEE International Conference on Cluster Computing 2012 (Cluster’12), 2012. PDF, BibTex, Txt

Posters

  • E. Valenzuela. Multi-Level Hashing for Data Deduplication in HPC Storage Systems. ACM SRC (Student Research Competition) Poster, in The 2014 ACM/IEEE Supercomputing Conference (SC'14), (mentors: Y. Lu, S. Urban, Y. Chen), New Orleans, LA, November 16th-21st, 2014. Placed 4th for ACM SRC Poster Paper
  • Kun Feng, Yanlong Yin, Chao Chen, Hassan Eslami, Xian-He Sun, Yong Chen, Rajeev Thakur and William Gropp, “Runtime System Design of Decoupled Execution Paradigm for Data-Intensive High-End Computing (Poster Presentation),” in Proc. of the IEEE International Conference on Cluster Computing 2013 (Cluster'13), Indianapolis, IN, September, 2013.
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