Cong Xu Computer Science and Software Engineering Auburn University (334) 332-2573 [email protected] www.auburn.edu/~czx0003/ Research Interests • • • MapReduce, Big Data Analytics, Cloud Computing High Performance Computing, MPI Programming, Parallel Computing Parallel I/O, Storage, and File Systems Education 2012 – 2015 Auburn University, Auburn, AL Ph.D. Candidate in Computer Science & Software Engineering; 2009 – 2012 Auburn University, Auburn, AL Master of Science in Computer Science & Software Engineering; 2005 – 2009 Beijing University of Posts and Telecommunications, Beijing, China Bachelor of Science in Computer Science; Internship Experience 2012 Summer Oak Ridge National Lab, Oak Ridge, TN (1) Design and implement a novel logarithmic Alltoallv algorithm for MPI communication (2) Further optimize algorithm for Hierarchical Multicore Systems (3) Publish 1 CCGRID’13 Paper (Acceptance rate: 22%) Research Experience 2010 - Present Parallel Architecture & System Laboratory Research Assistant (1) Work with LLNL and Intel to exploit Analytics Shipping with Big Data framework on HPC Backend Storage Servers. (Using Yarn Mapreduce and Lustre as the case study) (2) Further optimize Yarn Mapreduce I/O performance over Lustre filesystem. (3) Design and implement JVM-Bypass Shuffling (JBS) for Hadoop data shuffling, which can avoid Java-based transport protocol, remove the overhead and limitations of the JVM. Publications • • • • [TPDS’15]: Cong Xu, Yandong Wang, Weikuan Yu. Design and Evaluation of Hadoop JVM-Bypass Shuffling, (To be submitted) [TPDS’15]: Cong Xu, Robin Goldsone, Zhuo Liu, Hui Chen, Bryon Neitzel, Weikuan Yu. Exploiting Analytics Shipping with Virtualized MapReduce on HPC Backend Storage Servers, IEEE Transactions on Parallel and Distributed Systems, 2015. [CCGRID'13]: Cong Xu, Manjunath G. Venkata, Richard L. Graham, Yandong Wang, Zhuo Liu, Weikuan Yu. SLOAVx: Scalable LOgarithmic AlltoallV Algorithm for Hierarchical Multicore Systems, CCGrid'13, Delft, Netherlands. (Acceptance rate: 22%) [IPDPS'13]: Yandong Wang, Cong Xu, Xiaobing Li, Weikuan Yu. JVM-Bypass for Efficient Hadoop Shuffling, IPDPS'13, Boston, MA. (Acceptance rate: 21%) Cong Xu, Curriculum Vitae 1/2 [SC'13]: Xiaobing Li, Yandong Wang, Yizheng Jiao, Cong Xu, Weikuan Yu. CooMR: Cross-Task Coordination for Efficient Data Management in MapReduce in Programs, SC'13, Denver, Colorado. (Acceptance rate: 20%) • [CLUSTER JOURNAL]: Yuan Tian, Cong Xu, Weikuan Yu, Scott Klasky, Honggao Liu. neCODEC: Nearline Data Compression for Scientific Applications, Journal: Cluster Computing, 2013. • [TC]: Weikuan Yu, Yandong Wang, Xinyu Que, Cong Xu. Virtual Shuffling for Efficient Data Movement in MapReduce, IEEE Transactions on Computers, 2013. • [ICCCN’13]: Zhuo Liu, Bin Wang, Teng Wang, Yuan Tian, Cong Xu, Yandong Wang, Weikuan Yu, Carlos A. Cruz, Shujia Zhou, Tom Clune, Scott Klasky. Profiling and Improving I/O Performance of a Large-Scale Climate Scientific Application, ICCCN’13, Nassau, Bahamas. • [MBDS'12]: Xinyu Que, Yandong Wang, Cong Xu, Weikuan Yu. Hierarchical Merge for Scalable MapReduce, Workshop on Management of Big Data Systems (MBDS), in conjunction with ICAC 2012, San Jose, CA. • [CLUSTER'11]: Weikuan Yu, K. John Wu, Wei-Shinn Ku, Cong Xu, Juan Gao. BMF: Bitmapped Mass Fingerprinting for Fast Protein Identification, Cluster 2011, Austin, TX.s Master Thesis: • TCP/IP Implementation of Hadoop Acceleration • Honors • • • Graduate Research / Teaching Assistantship. (2009-2015) ICCCN Travel Grants Award. (2013) Student scholarship, Beijing University of Post and Telecommunication. (2005-2009) Computer Skills • • • • • Strong object-oriented design, coding and testing skills in Java and C/C++ Development experiences on Unix/Linux distributed system Familiar with MapReduce Cloud Computing, Hive for Big Data Analytics Experience in High performance Computing, MPI programming, Parallel Programming, Storage Skillful at Python, Html, Assembly language About Me • • Very nice person that others would like to work with Really interested in programming and algorithm References Dr. Weikuan Yu Associate Professor, Computer Science, Auburn University [email protected] Dr. Yandong Wang Research Staff Member, IBM T.J Watson Research [email protected] Dr. Kai Chang Department Chair, Computer Science, Auburn University [email protected] Cong Xu, Curriculum Vitae 2/2
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