Paper Info
Title
xDCI, a data science cyberinfrastructure for interdisciplinary research
Abstract
This paper introduces xDCI, a Data Science Cyber-infrastructure to support research in a number of scientific domains including genomics, environmental science, biomedical and health science, and social science. xDCI leverages open-source software packages such as the integrated Rule Oriented Data System and the CyVerse Discovery Environment to address significant challenges in data storage, sharing, analysis and visualization. We provide three example applications to evaluate xDCI for different domains: analysis of 3D images of mice brains, videos analysis of neonatal resuscitation, and risk analytics. Finally, we conclude with a discussion of potential improvements to xDCI.
Year
DOI
Venue
2017
10.1109/HPEC.2017.8091022
2017 IEEE High Performance Extreme Computing Conference (HPEC)
Keywords
Field
DocType
health science,genomics,biomedical science,xDCI,open-source software packages,CyVerse Discovery Environment,data sharing,data analysis,data visualization,social science,environmental science,scientific domains,Data Science Cyber-infrastructure,data storage,integrated Rule Oriented Data System
Data science,Metadata,Data visualization,World Wide Web,Computer science,Risk analysis (business),Visualization,Cyberinfrastructure,Software
Conference
ISSN
ISBN
Citations 
2377-6943
978-1-5386-3473-8
0
PageRank 
References 
Authors
0.34
3
18
Name
Order
Citations
PageRank
Ashok Krishnamurthy145556.47
Kira Bradford200.68
Chris Calloway300.68
Claris Castillo423114.93
Mike C. Conway521.44
Jason Coposky600.34
Yue Guo700.34
Ray Idaszak842.77
W. Christopher Lenhardt9245.37
Kimberly Robasky1000.34
Terrell Russell11605.71
Erik Scott1200.68
Marcin Sliwowski1300.34
Michael J. Stealey1431.23
Kelsey Urgo1500.34
Hao Xu1622.77
Hong Yi1713.41
Stan Ahalt1800.34