X. Carol Song
Senior Research Scientist
Carol Song leads the Scientific Solutions group in developing advanced computing and data cyberinfrastructure to support scientific discovery and learning. She has more than 20 years of experience in high-performance and distributed computing, and software engineering to connect domain scientists to advanced cyberinfrastructure technologies. Since 2005, she has been PI or CoPI on more than 30 sponsored research projects, representing more than $32 million in research funding, including the NSF-funded TeraGrid and XSEDE, Data Interoperability, CI-TEAM, SDCI, SI2 projects, and most recently, a $5.2M NSF data infrastructure (DIBBs) project and a $4.5M NSF CSSI grant to develop reusable software and a data framework making large geospatial scientific datasets readily usable by domain scientists. She is the lead of the Purdue DiaGrid project (diagrid.org) that makes HPC resources accessible online applications delivered in web browsers, and of the MyGeoHub.org geospatial science gateway that supports data-driven collaborative research and learning.
Carol has broad engagement with the science and cyberinfrastructure communities nationwide and internationally. Song served as the inaugural chair of the XD Service Provider Forum (SPF) from 2011 to 2013, and on the XSEDE Advisory Board 2012-2015. She co-chairs the CODATA (International Council for Science: Committee on Data for Science and Technology) “Linked Open Data for Global Disaster Risk Research” Task Group, focusing on data issues in disaster risk research. Carol also served on program committees and as track chairs in conferences such as the TeraGrid and XSEDE annual conferences (2007-2015), Grid Computing Environments workshops (2009-2011), International Conference on Parallel Processing (ICPP); co-chair of special session on High Performance Geo-Computation at Geoinformatics 2009; Program Committee Chair of the 2011 Symposium on Data-Driven Approaches to Drought; chair of workshops and external programs for the upcoming PEARC 2018 (pearc18.org). Carol has funded and mentored more than 60 students, including graduate, undergraduate, and high school students, in research projects. She has also served as a mentor to students at XSEDE, PEARC and Supercomputing conferences.
- B.S., Computer Science and Engineering, Tsinghua University, China (1982)
- Ph.D., Computer Science, University of Illinois at Urbana-Champaign (1992)
Grants and Awards
- NSF CSSI: Extensible Geospatial Data Framework towards FAIR (Findable, Accessible, Interoperable, Reusable) Science (PI, $4,571,811, 10/2018 – 9/2023)
- NSF CC* Networking Infrastructure: Integrating Big Data Instrumentation into Campus Cyberinfrastructure (PI, $323,327, 7/2018 – 6/2020)
- NSF Cyber Training CIU: Cross-disciplinary Training for Findable, Accessible, Interoperable, and Reusable (FAIR) science, (Co-PI, $498,148, 9/2018 – 8/2021)
- NIH: A Generalized Framework and Flexible Software Environment for Power Analysis, (CoPI, $3.7M, 2018-2023)
- NSF CBET: Process Engineering Models to Physical Input-Output Tables (PIOTs): A Novel Approach to Reproducible, Transparent and Fast Regional PIOT Development Via Collaborative PIOTHub (CoPI, $292,378, 9/2018 – 8/2021)
- Data Infrastructure Building Blocks (DIBBs Implementation): Integrating Geospatial Capabilities into HUBzero (NSF, PI, $5.2M, 10/2013 - 9/2018)
- XSEDE 2.0: Integrating, Enabling and Enhancing National Cyberinfrastructure with Expanding Community Involvement (NSF, PI of Purdue subaward, $1.8M, 2016-2021)
- CI-NEW: Computer System Failure Data Repository to Enable Data-Driven Dependability (NSF, Co-PI, $763K, 2015 - 2018)
- Mellon Grand Challenge: From Global to Local to Global: Attaining Long Run Sustainability in US Agriculture (Co-PI, $135K, 2017-2018)
- Discovery Park Big Idea: From Global to Local Analysis of Systems Sustainability (Co-PI, $300K, 2017-2019)
- Seed for Success (Excellence in Research) award, Purdue University, 2009-2014, 2017
- 20th Annual Governor’s Award for Environmental Excellence (U2U team), January 2018
- Purdue College of Agriculture 2015 TEAM award
- USDA/NIFA 2015 Partnership Award
- Kalyanam, R., Zhao, L., Song, C.X., Biehl, L., Kearney, D., Kim, I.L., Shin, J., Villoria, N. and Merwade, V. 2018, October. MyGeoHub - A Sustainable and Evolving Geospatial Science Gateway. Future Generation Computing Systems (FGCS), special issue on science gateways. https://doi.org/10.1016/j.future.2018.02.005
- Biehl, L.L., Zhao, L., Song, C.X. and Panza, C.G. Cyberinfrastructure for the Collaborative Development of U2U Decision Support Tools. Journal of Climate Risk Management, 2016. https://doi.org/10.1016/j.crm.2016.10.003
- Villoria, N.B., Elliott, J., Müller, C., Shin, J., Zhao, L. and Song, C.X. Web-based download, visualization, and aggregation of future temperature and precipitation during the growing season of major crops. SoftwareX, November 2017. https://doi.org/10.1016/j.softx.2017.11.004
- Villoria, NB, Elliott, J, Müller, C, Shin, J, Zhao, L, and Song, C., 2016, January. Rapid aggregation of global gridded crop model outputs to facilitate cross-disciplinary analysis of climate change impacts in agriculture. Environmental Modelling & Software. 75, pp.193-201. doi:10.1016/j.envsoft.2015.10.016
- Rajib, M.A., Merwade, V., Kim, I.L., Zhao, L., Song, C. and Zhe, S., 2016, January. SWATShare–A web platform for collaborative research and education through online sharing, simulation and visualization of SWAT models. Environmental Modelling & Software, 75, pp. 498-512. doi:10.1016/j.envsoft.2015.10.032
- McLennan, M., S. Clark, E. Deelman, M. Rynge, K. Vahi, F. McKenna, D. Kearney, and C.X. Song. “HUBzero and Pegasus: Integrating Scientific Workflows into Science Gateways”, Concurrency and Computation: Practice and Experience, March 2014 (http://dx.doi.org/10.1002/cpe.3257).
- Kalyanam, R., L. Zhao, C.X. Song, Y. L. Wong, J. Lee and N. Villoria. “iData: A Community Geospatial Data Sharing Environment to Support Data-driven Science”, in Proceedings of Conference on Extreme Science and Engineering Discovery Environment, San Diego, CA, July 2013.
- Katz, D.S., S. Callaghan, R. Harkness, S. Jha, K. Kurowski, S. Manos, S. Pamidighantam, M. Pierce, B. Plale, C.X. Song, and J. Towns. “Science on the TeraGrid,” Computational Methods in Science and Technology (CMST), Special Issue 2010, 81-97.
- Kristof, P., B. Benes, C.X. Song, and L. Zhao. A system for large-scale visualization of streaming Doppler data. In Proceedings of 2013 IEEE International Conference on Big Data, pages 33-40, Silicon Valley, CA, October 6-9, 2013.
- Zhao, L., C.X. Song, C. Thompson, H. Zhang, M. Lakshminarayanan, C. DeLuca, S. Murphy, K. Saint, D. Middleton, N. Wilhelmi, E. Nienhouse and M. Burek. "Developing an integrated end-to-end TeraGrid climate modeling environment", TeraGrid Conference, Salt Lake City, UT, July 2012.
- Zhang, H., J. Woo, L. Zhao, D. Braun, C.X. Song and M. Lakshminarayanan. "Domain-specific web services for scientific application developers," The 6th Gateway Computing Environments Workshop at SC10, New Orleans, LA, November 2010.
- Kumar S., V. Merwade, W. Lee, L. Zhao and X.C. Song. “Hydro-climatological Impact of Century Long Drainage in Midwestern United States: CCSM Sensitivity Experiments”, Journal of Geophysical Research - Atmospheres, 2010.
- Bina, M., P. Wyss, S.A. Lazarus, S.R. Shah, W. Ren, W. Szpankowski, G.E. Crawford, S.P. Park, X.C.Song. “Discovering sequences with potential regulatory characteristics,” Genomics 93 (2009) 314–322.
- Smith, P., T. J. Hacker and C.X. Song. “Implementing an industrial-strength academic cyberinfrastructure at Purdue University,” IEEE International Symposium on Parallel and Distributed Processing (IPDPS), 2008.
- Squicciarini, A., W. Lee, E. Bertino and C.X. Song. “End-to-End Accountability for Grid Computing Systems”, 2008 IEEE Asia-Pacific Services Computing Conference (IEEE APSCC 2008), Yilan, Taiwan, December 9-12, 2008.