TY - GEN
T1 - Scalable, dynamic analysis and visualization for genomic datasets
AU - Wallace, Grant
AU - Hibbs, Matthew
AU - Dunham, Maitreya
AU - Sealfon, Rachel
AU - Troyanskaya, Olga G.
AU - Li, Kai
N1 - Copyright:
Copyright 2008 Elsevier B.V., All rights reserved.
PY - 2007
Y1 - 2007
N2 - A challenge in data analysis and visualization is to build new-generation software tools and systems to truly accelerate scientific discoveries. The recent focus of Princeton's next-generation software project is to investigate how to develop new-generation data analysis and visualization capabilities for genomic scientists to analyze high-throughput genomic dataseis. This paper describes the software tools we have recently developed to enable dynamic, large-scale data analysis and visualization of multiple dataseis on large-scale, high-resolution display wall systems. Our initial experience with the deployed tools at Princeton's Lewis-Sigler Institute for Integrative Genomics is very encouraging. Scientists can effectively learn new knowledge from multiple datasets, find new insights, and generate new hypotheses that are not possible with current methods.
AB - A challenge in data analysis and visualization is to build new-generation software tools and systems to truly accelerate scientific discoveries. The recent focus of Princeton's next-generation software project is to investigate how to develop new-generation data analysis and visualization capabilities for genomic scientists to analyze high-throughput genomic dataseis. This paper describes the software tools we have recently developed to enable dynamic, large-scale data analysis and visualization of multiple dataseis on large-scale, high-resolution display wall systems. Our initial experience with the deployed tools at Princeton's Lewis-Sigler Institute for Integrative Genomics is very encouraging. Scientists can effectively learn new knowledge from multiple datasets, find new insights, and generate new hypotheses that are not possible with current methods.
UR - http://www.scopus.com/inward/record.url?scp=34548794013&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=34548794013&partnerID=8YFLogxK
U2 - 10.1109/IPDPS.2007.370529
DO - 10.1109/IPDPS.2007.370529
M3 - Conference contribution
AN - SCOPUS:34548794013
SN - 1424409101
SN - 9781424409105
T3 - Proceedings - 21st International Parallel and Distributed Processing Symposium, IPDPS 2007; Abstracts and CD-ROM
BT - Proceedings - 21st International Parallel and Distributed Processing Symposium, IPDPS 2007; Abstracts and CD-ROM
T2 - 21st International Parallel and Distributed Processing Symposium, IPDPS 2007
Y2 - 26 March 2007 through 30 March 2007
ER -