Paper Info
Title
Experimental Analysis on CTT-SP Algorithm for Intermediate Data Storage in Scientific Workflow Systems.
Abstract
Scientific workflows (SWFs) play significant roles in scientific researches and engineering simulations, which are often data intensive and of complex data independency. The storage of the intermediate datasets has important impacts on the performance of SWF systems and, is very difficult to be determined. This paper analyzes the CTT-SP algorithm Yuan2011 that proposed for such problems to provide users the storage strategies aiming at minimizing the total cost. The advantages and disadvantages of the CTT-SP algorithm are discussed. After that, experiments are designed aiming to verify the analysis of the algorithm. At last, the experimental results demonstrate the analysis of the CTT-SP algorithm.
Year
DOI
Venue
2015
10.1109/CIS.2015.116
CIS
Keywords
Field
DocType
Scientific workflow, data storage, CTT-SP algorithm, data independency
Data mining,Algorithm design,Computational intelligence,Computer data storage,Computer science,Algorithm,Complex data type,Workflow,Total cost,Cloud computing
Conference
Citations 
PageRank 
References 
0
0.34
6
Authors
4
Name
Order
Citations
PageRank
Lei Fan1485.70
Sha Meng2122.91
Yanfang Liang301.01
Xiyang Liu415918.55