Research Statement






  • Chen Jin "Scientific Data Management in Cloud" [pdf]








  Publications






  • Chen Jin, Qiang Fu, Huahua Wang, Ankit Agrawal, William Hendrix, Zhengzhang Chen, Arindam Banerjee, and Alok Choudhary. Running MAP Inference on Million Node Graphical Models: A High Performance Computing Perspective 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, May 2015 [pdf] [BibTex]
  • Chen Jin, Ruoqian Liu, Zhengzhang Chen, Ankit Agrawal, William Hendrix, and Alok Choudhary. A Scalable Hierarchical Clustering Algorithm Using Spark. IEEE BigDataService 2015, March 2015. [pdf] [BibTex]
  • Chen Jin, Md. Mostofa Ali Patwary, Ankit Agrawal, William Hendrix, Wei-keng Liao, and Alok Choudhary. DiSC: A Distributed Single-linkage Hierarchical Clustering Algorithm using MapReduce. International Workshop on Data Intensive Computing in the Clouds (DataCloud), November 2013. [pdf] [BibTex]
  • Yusheng Xie, Zhengzhang Chen, Kunpeng Zhang, Yu Cheng, Chen Jin, Ankit Agrawal, and Alok Choudhary. Elver: Recommending Facebook Pages in Cold Start Situation Without Content Features. IEEE International Conference on Big Data, October 2013. [pdf] [BibTex]
  • Chen Jin, Qiang Fu, Huahua Wang, Ankit Agrawal, William Hendrix, Wei-keng Liao, Md. Mostofa Ali Patwary, Arindam Banerjee, and Alok Choudhary. Solving Combinatorial Optimization Problems using Relaxed Linear Programming: A High Performance Computing Perspective. International Workshop on Big Data, Streams and Heterogeneous Source Mining (BIGMINE), August 2013. [pdf] [BibTex] (Best Paper Award).
  • Chen Jin, Saba Sehrish, Wei-keng Liao, and Alok Choudhary. Improving the Average Response Time in Collective I/O. 18th EuroMPI, September 2011. [pdf] [BibTex]
  • Kui Gao, Chen Jin, Wei-keng Liao, and Alok Choudhary. Supporting Computational Data Model Representation with High-performance I/O in Parallel netCDF. High Performance Computing Conference, December 2011. [pdf] [BibTex]
  • Roselyne Barreto, Scott Klasky, Chen Jin, and Norbert Podhorszki. Framework for Integrating End to End SDM Technologies and Applications (FIESTA). CHI, April 2009. [pdf]
  • Chen Jin, Scott Klasky, Stephen Hodson, Weikuan Yu, Jay Lofstead, Hasan Abbasi, Karsten Schwan, Matthew Wolf, Wei-keng Liao, Alok Choudhary, Manish Parashar, Ciprian Docan, and Ron Oldfield. Adaptive I/O System. Cray User Group Conference, 2008. [pdf] [BibTex]
  • Jay Lofstead, Scott Klasky, Karsten Schwan, Norbert Podhorszki, and Chen Jin. Flexible IO and Integration for Scientifi Codes Through The Adaptable IO System (ADIOS) . ACM/IEEE International Symposium on High Performance Distributed Computing, 2008. [pdf] [BibTex]








  Books






  • Scott Klasky, Hasan Abbasi, Viraj Bhat, Ciprian Docan, Steve Hodson, Chen Jin, Jay Lofstead, Manish Parashar, Karsten Schwan, and Matthew Wolf. Chapter: "High Throughput Data Movement" in "Scientific Data Management: Challenges, Existing Technologies, and Deployment". Chapman and Hall, ISBN 9781420069808, 2009. [pdf] [BibTex]








  Recoginitions