Title :
Research for Spatial Interpolation Based on Cloud Computing
Author :
Lu, Hanyu ; Cao, Zhiyong
Author_Institution :
Key Lab. of Eearth Exploration & Inf. Tech. of Minist. of Educ., Chengdu Univ. of Technol., Chengdu, China
Abstract :
In view of shortage of traditional spatial interpolation calculation needs a lot of time, putting forward spatial interpolation calculation method based on cloud calculation. This paper builds cloud computing platform of space interpolation calculation, discusses the key technologies of the cloud computing in realization spatial interpolation calculation, emphases load balancing schedule between client´s Map/Reduce and client. Tests show that cloud-based spatial interpolation improves the efficiency of execution time, it is conducive to parallel computing, and it has some theoretical significance and application value.
Keywords :
cloud computing; interpolation; parallel processing; resource allocation; scheduling; Map/Reduce; cloud computing platform; execution time efficiency improvement; load balancing schedule; parallel computing; spatial interpolation calculation; Cloud computing; Distributed databases; File systems; Instruction sets; Interpolation; Parallel processing; Servers; Cloud computing; client-side aggregation service; cloud services; spatial interpolation;
Conference_Titel :
Computer Science and Electronics Engineering (ICCSEE), 2012 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4673-0689-8
DOI :
10.1109/ICCSEE.2012.317
