BSPCloud: A Programming Model for Cloud Computing

Author

Liu, Xiaodong ; Tong, Weiqin ; Hou, Yan

Author_Institution

Sch. of Comput. Eng. & Sci., Shanghai Univ., Shanghai, China

fYear

2012

fDate

27-29 Oct. 2012

Firstpage

1109

Lastpage

1113

Abstract

Programming model for cloud computing has been a research focus recently. Some progresses have been made in cloud computing programming model, but little has been done on the model of predictable performance. In this paper, we introduce a programming model - BSPCloud, which has the advantages of performance predictability. A proof-of-concept of BSPCloud library has been implemented in java. We detail applying BSPCloud library on matrix multiplication, the experiment results display good speedup and scalability. We also analysis the factors which affect BSPCloud performance and the analysis also helpful to general parallel model of multi-core cluster.

Keywords

Java; cloud computing; matrix multiplication; software performance evaluation; BSPCloud library; Java; cloud computing programming model; matrix multiplication; multicore cluster; performance predictability; Adaptation models; Cloud computing; Computational modeling; Message systems; Predictive models; Programming; Synchronization; BSPCloud; bulk synchronous parallel; cloud computing; programming model;

fLanguage

English

Publisher

ieee

Conference_Titel

Computer and Information Technology (CIT), 2012 IEEE 12th International Conference on

Conference_Location

Chengdu

Print_ISBN

978-1-4673-4873-7

Type

conf

DOI

10.1109/CIT.2012.225

Filename

6392062