Paper Info
Title
An Image Processing-based Test Bench for Performance Evaluation in Hybrid Clouds
Abstract
Hybrid clouds are combinations of private, community and/or public clouds, and allow the creation of "cloud bursting" deployment models, in which part of the data processing is done in a private cloud and resources from public clouds are used when needed. This model is particularly interesting for CPU-intensive scientific data processing. In order to help determine in which conditions part of the whole of a large data processing task must be sent to a public or private cloud, dynamic benchmarks are required. In this paper we propose an image processing-based test bench that monitors the performance of the clouds resources to gather useful statistics and to determine which resource should be used for a specific task, in order to reduce costs and running time.
Year
DOI
Venue
2013
10.1109/ICCSA.2013.54
Computational Science and Its Applications
Keywords
Field
DocType
deployment model,performance evaluation,large data,hybrid cloud,test bench,private cloud,clouds resource,hybrid clouds,specific task,public cloud,data processing,cpu-intensive scientific data processing,conditions part,statistics,cloud computing,statistical analysis,image processing,computational modeling,algorithm design and analysis,benchmark testing
Data science,Data processing,Software deployment,Algorithm design,Cloud bursting,Test bench,Computer science,Image processing,Computer network,Database,Benchmark (computing),Cloud computing
Conference
Citations 
PageRank 
References 
0
0.34
3
Authors
2
Name
Order
Citations
PageRank
Rafael D. C. Santos1208.01
bernady o apduhan227337.70