Adopting cloud computing to optimize spatial web portals for better performance to support Digital Earth and other global geospatial initiatives

作者: Jizhe Xia , Chaowei Yang , Kai Liu , Zhipeng Gui , Zhenlong Li

DOI: 10.1080/17538947.2014.929750

关键词:

摘要: A spatial web portal (SWP) provides a web-based gateway to discover, access, manage, and integrate worldwide geospatial resources through the Internet has access characteristics of regional global interest spiking. Although various technologies have been adopted improve SWP performance, enabling high-speed resource for users better support Digital Earth remains challenging because computing communication intensities in operation dynamic distribution end users. This paper proposes cloud-enabled framework by leveraging elastic pooling, workload balancing, deployment. Experimental results demonstrate that new outperforms traditional infrastructure supports system such as Earth. Reported methodologies can be operational systems, monitoring national geographic state sp...

参考文章(49)
Rajkumar Buyya, Chee Shin Yeo, Srikumar Venugopal, James Broberg, Ivona Brandic, None, Cloud computing and emerging IT platforms: Vision, hype, and reality for delivering computing as the 5th utility Future Generation Computer Systems. ,vol. 25, pp. 599- 616 ,(2009) , 10.1016/J.FUTURE.2008.12.001
Nitesh Maheshwari, Radheshyam Nanduri, Vasudeva Varma, Dynamic energy efficient data placement and cluster reconfiguration algorithm for MapReduce framework Future Generation Computer Systems. ,vol. 28, pp. 119- 127 ,(2012) , 10.1016/J.FUTURE.2011.07.001
Fay Chang, Jeffrey Dean, Sanjay Ghemawat, Wilson C. Hsieh, Deborah A. Wallach, Mike Burrows, Tushar Chandra, Andrew Fikes, Robert E. Gruber, Bigtable ACM Transactions on Computer Systems. ,vol. 26, pp. 1- 26 ,(2008) , 10.1145/1365815.1365816
C. Yang, H. Wu, Q. Huang, Z. Li, J. Li, Using spatial principles to optimize distributed computing for enabling the physical science discoveries. Proceedings of the National Academy of Sciences of the United States of America. ,vol. 108, pp. 5498- 5503 ,(2011) , 10.1073/PNAS.0909315108
Chaowei Yang, Yan Xu, Douglas Nebert, Redefining the possibility of digital Earth and geosciences with spatial cloud computing International Journal of Digital Earth. ,vol. 6, pp. 297- 312 ,(2013) , 10.1080/17538947.2013.769783
Huayi Wu, Zhenlong Li, Hanwu Zhang, Chaowei Yang, Shengyu Shen, Monitoring and evaluating the quality of Web Map Service resources for optimizing map composition over the internet to support decision making Computers & Geosciences. ,vol. 37, pp. 485- 494 ,(2011) , 10.1016/J.CAGEO.2010.05.026
Paul A. Longley, David J. Maguire, The emergence of geoportals and their role in spatial data infrastructures Computers, Environment and Urban Systems. ,vol. 29, pp. 3- 14 ,(2005) , 10.1016/J.COMPENVURBSYS.2004.05.012
Haosheng Huang, Yan Li, Georg Gartner, Yunpeng Wang, An SVG-based method to support spatial analysis in XML/GML/SVG-based WebGIS International Journal of Geographical Information Science. ,vol. 25, pp. 1561- 1574 ,(2011) , 10.1080/13658816.2010.532133
Zina Ben Miled, Tom Northcutt, Rosy Cordova, Gene Major, Nanine Savage, Srinivasan Sikkupparbathyam, Omran Bukhres, Kishan Nagendra, Eric Lynch, Marcelo Areal, Lola Olsen, Chris Gokey, David Kendig, Global change master directory Proceedings of the 2001 ACM symposium on Applied computing - SAC '01. pp. 207- 214 ,(2001) , 10.1145/372202.372324
Q. Li, T. Zhang, Y. Yu, Using cloud computing to process intensive floating car data for urban traffic surveillance International Journal of Geographical Information Science. ,vol. 25, pp. 1303- 1322 ,(2011) , 10.1080/13658816.2011.577746