Paper Info
Title
Suitability of Cloud Computing for Scientific Data Analyzing Applications; An Empirical Study
Abstract
Increasing amount of data and demand to process and analyze them induces enterprises to employ alternative computing paradigms to overcome computing capacity shortages. Cloud Computing is a new emerged computing approach that promises scalability of resources, on-demand availability and pay-as-you-go economic model instead of heavy investment on IT resources. However, to decide on choosing Cloud as computing platform, all aspects such as cost and performance trade-offs should be considered. In this paper, we conduct an experimental research to discover empirical challenges of developing a data-intensive application and compare realistic costs of Cloud development versus using local servers. We also discuss our method of calculating Cloud and local resources costs, analyze obtained experimental results and different issues of exploiting Cloud for different types of applications in two major interactive and batch categories.
Year
DOI
Venue
2011
10.1109/3PGCIC.2011.37
3PGCIC
Keywords
Field
DocType
empirical study,experimental research,local resources cost,different issue,alternative computing paradigm,scientific data analyzing applications,cloud development,cloud computing,it resource,local server,different type,data analysis,scientific data,servers,economic model,security,engines,resource allocation,java,engineering education
Data science,Unconventional computing,Computer science,Server,Utility computing,Resource allocation,Cloud testing,Empirical research,Database,Cloud computing,Scalability
Conference
ISBN
Citations 
PageRank 
978-1-4577-1448-1
4
0.46
References 
Authors
11
4
Name
Order
Citations
PageRank
Alireza Angabini140.46
Nasser Yazdani242557.92
Thomas Mundt35110.18
Fatemeh Hassani440.80