Nov 4, 2015 · In this paper, a comprehensive and rigourous study of the Map/Reduce framework using formal methods is presented.
Specifically, the Timed Process Algebra BTC is used, and the resulting formal model is evaluated with a real social media data Hadoop-based application.
Specifically, the Timed Process Algebra BTC is used, and the resulting formal model is evaluated with a real social media data Hadoop-based application.
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What is MapReduce in cloud management?
How does MapReduce framework provide support for application development?
In order to make a good use of resources, both clusters and cloud systems need a flexible and scalable method for developing and executing high performance ...
Abstract—MapReduce systems face enormous challenges due to increasing growth, diversity, and consolidation of the data.
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This paper presents a formalization of the Map/Reduce paradigm which is used to evaluate performance parameters and make a trade-off analysis of the number of ...
Nov 21, 2024 · This paper describes the result of performance evaluation of two kinds of MapReduce applications running in the FutureGrid: a data intensive ...
Missing: Formal | Show results with:Formal
In this paper, a comprehensive and rigourous study of the Map/Reduce framework using formal methods is presented. Specifically, the Timed Process Algebra BTC is ...
[PDF] Benchmarking and Performance studies of MapReduce / Hadoop ...
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In this paper we present our studies and detailed performance analysis of MapReduce / Hadoop framework on Blue Waters Super- computer. We have used standard ...
Formal performance evaluation of the Map/Reduce framework within cloud computing. The recent appearance, evolution and massive expansion of social media ...