کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
11002390 | 1440106 | 2018 | 25 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
SDAC: A model for analysis of the execution semantics of data processing framework in cloud
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
نظریه محاسباتی و ریاضیات
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چکیده انگلیسی
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.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computer Languages, Systems & Structures - Volume 54, December 2018, Pages 406-426
Journal: Computer Languages, Systems & Structures - Volume 54, December 2018, Pages 406-426
نویسندگان
Wenbo Zhou, Lei Liu, Peng Zhang, Shuai Lü, Jingyao Li,