ReliaCloud‐NS: A scalable web‐based simulation platform for evaluating the reliability of cloud computing systems |
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| Authors: | Brett Snyder Robert C. Green II Vijay Devabhaktuni Mansoor Alam |
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| Affiliation: | 1. Department of Electrical Engineering and Computer Science, The University of Toledo, Toledo, OH 43606, USA;2. Department of Computer Science, Bowling Green State University, OH 43403, USA |
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| Abstract: | This paper discusses the implementation, architecture, and use of a graphical web‐based application called ReliaCloud‐NS that allows users to (1) evaluate the reliability of a cloud computing system (CCS) and (2) design a CCS to a specified reliability level for both public and private clouds. The software was designed with a RESTful application programming interface for performing nonsequential Monte Carlo simulations to perform reliability evaluations of a CCS. Simulation results are stored and presented to the user in the form of interactive charts and graphs from within a web browser. The software contains multiple types of CCS components, simulations, and virtual machine allocation schemes. ReliaCloud‐NS also contains a novel feature that evaluates CCS reliability across a range of varying virtual machine allocations and establishes and graphs a CCS reliability curve. This paper discusses the software architecture, the interactive web‐based interface, and the different types of simulations available in ReliaCloud‐NS and presents an overview of the results generated from a simulation. |
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| Keywords: | cloud computing Monte Carlo simulation reliability |
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