Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
11002390 | Computer Languages, Systems & Structures | 2018 | 25 Pages |
Abstract
Data processing framework is at the core of cloud computing. Firstly, to further specify the execution flow of data processing framework in cloud environments, this paper proposes SDAC (semantic distributed abstract configuration), a formal model introduced from the view of model definition and execution semantics. Then, to demonstrate the reasonability, the paper compares the proposed approach with the Aeolus model since they both concern configurations in cloud environments. And to evaluate the model, a MapReduce case and some applications of SDAC (i.e. the interpretation of fault tolerance and performance optimization) are presented. Finally, the future work about using SDAC to analyse other mechanisms in cloud are discussed.
Related Topics
Physical Sciences and Engineering
Computer Science
Computational Theory and Mathematics
Authors
Wenbo Zhou, Lei Liu, Peng Zhang, Shuai Lü, Jingyao Li,