A scalable Cloud-based system for data-intensive spatial analysis

International Journal on Software Tools for Technology Transfer

Volumn 18, Issue 6, 2016, Pages 587-605

  Sinnott, R O ^a   Voorsluys, W ^a  

^a UNIVERSITY OF MELBOURNE   (Australia)

Author keywords

Cloud computing; e Infrastructure; Geospatial systems; Spatial analysis; Urban research

Indexed keywords

CLOUD COMPUTING; DATA HANDLING; POPULATION STATISTICS; SPATIAL VARIABLES MEASUREMENT;

BUILT ENVIRONMENT; CLOUD COMPUTING TECHNOLOGIES; COMPUTING INFRASTRUCTURES; E-INFRASTRUCTURES; GEO-SPATIAL; SCIENTIFIC APPLICATIONS; SPATIAL ANALYSIS; URBAN RESEARCHES;

DISTRIBUTED COMPUTER SYSTEMS;

EID: 84940094046     PISSN: 14332779     EISSN: 14332787     Source Type: Journal    
DOI: 10.1007/s10009-015-0398-6     Document Type: Article

References (20)

1. Hey, A.J., Trefethen, A.E.: The data Deluge: An e-science perspective (2003)
2. Armbrust, M., Fox, A., Griffith, R., Joseph, A.D., Katz, R., Konwinski, A., Lee, G., Patterson, D., Rabkin, A., Stoica, I.: A view of cloud computing. Comm. ACM 53, 50–58 (2010)
3. Hirschheim, R., Welke, R., Schwarz, A.: Service-oriented architecture: Myths, realities, and a maturity model. MIS Quart. Exec. 9(1), 37–48 (2010)
4. Hey, A.J., Trefethen, A.E.: Cyberinfrastructure for e-Science. Science 308, 817–821 (2005)
5. Papajorgji, P., Beck, H.W., Braga, J.L.: An architecture for developing service-oriented and component-based environmental models. Ecol. Model. 179, 61–76 (2004)
6. Shiers, J.: The worldwide LHC computing grid (worldwide LCG). Comp. Physic. Comm. 177(1), 219–223 (2007)
7. Marx, V.: Biology: the big challenges of big data. Nature 498(7453), 255–260 (2013)
8. Hoffa, C., Mehta, G., Freeman, T., Deelman, E., Keahey, K., Berriman, B., Good, J.: On the use of cloud computing for scientific workflows. In: eScience, 2008. eScience’08. IEEE Fourth International Conference on (pp. 640–645) [IEEE (2008, December)]
9. Sinnott, R.O., Galang, G., Tomko, M., Stimson, R.: Towards an e-Infrastructure for Urban Research Across Australia, IEEE e-Science Conference, Stockholm, Sweden (December 2011)
10. Stimson, R., Tomko, M., Sinnott, R.O.: The Australian Urban Research Infrastructure Network (AURIN) Initiative: A Platform Offering Data and Tools for Urban and Built Environment Researchers across Australia, State of Australian Cities, Melbourne, Australia (November 2011)
11. Pettit, C., Stimson, R., Barton, J., Goldie, X., Sinnott, R.O., Kvan, T.: The Australian Urban Intelligence Network supporting Smart Cities, to appear in CUPUM 2015 Conference book on Smart Cities and Planning Support Systems, eds: Geertman, S., Stillwell, J., Ferreira, J., Goodspeed, R. (February 2015)
12. Sinnott, R.O., Bayliss, C., Galang, G., Greenwood, P., Koetsier, G., Mannix, D., Morandini, L., Nino-Ruiz, M., Pettit, C., Tomko, M., Sarwar, M., Stimson, R., Voorsluys, W., Widjaja, I.: A Data-driven Urban Research Environment for Australia, IEEE e-Science Conference, Chicago USA, (October 2012)
13. Goecks, J., Nekrutenko, A., Taylor, J.: Galaxy: a comprehensive approach for supporting accessible, reproducible, and transparent computational research in the life sciences. Genome Biol. 11(8), R86 (2010)
14. Javadi, B., Tomko, M., Sinnott, R.O.: Decentralised Orchestration of Data-centric Workflows in Cloud Environments. Future Gene. Comp. Syst. (2013). doi:10.1016/j.future.2013.01.008
15. Deelman, E., Singh, G., Su, M., Blythe, J., Gil, Y., Kesselman, C., Katz, D.: Pegasus: a framework for mapping complex scientific workflows onto distributed systems. Sci. Program. 13(3), 219–237 (2005)
16. Wolstencroft, K., Haines, R., Fellows, D., Williams, A., Withers, D., Owen, S., Goble, C.: The Taverna workflow suite: designing and executing workflows of Web Services on the desktop, web or in the cloud. Nucleic acids research, gkt328 (2013)
17. Barker, A., Van Hemert, J.: Scientific workflow: a survey and research directions. In Parallel Processing and Applied Mathematics (pp. 746-753). Springer Berlin Heidelberg (2008)
18. Sinnott, R.O., Chhetri, P., Gong, Y., Macaulay, A., Voorsluys, W.: Privacy-preserving Data Linkage through Blind Geo-spatial Data Aggregation, The IEEE International Symposium on Big Data Security on Cloud (BigDataSecurity 2015), New York, USA, (August 2015)
19. Sinnott, R.O., Bayliss, C., Bromage, A., Galang, G., Grazioli, G., Greenwood, P., Macauley, G., Morandini, L., Nino-Ruiz, M., Nogoorani, G., Pettit, C., Tomko, M., Sarwar, M., Stimson, R., Voorsluys, W., Widjaja, I.: The Australian Urban Research Gateway. Journal of Concurrency and Computation: Practice and Experience (April 2014). doi:10.1002/cpe.3282
20. Widjaja, I., Russo, P., Pettit, C., Sinnott, R.O., Tomko, M.: Modeling Coordinated Multiple Views of Heterogeneous Data Cubes for Urban Visual Analytics, International Journal of Digital Earth (October 2013)