Optimal resource allocation and reliability analysis for component-based software applications
In this paper we propose an analytical approach for estimating the reliability of a component-based software. This methodology assumes that the software components are heterogeneous and the transfers of control between components follow a discrete time Markov process. Besides, we also formulate and....
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| creator | Jung-Hua Lo Sy-Yen Kuo Lyu, M.R. Chin-Yu Huang |
| description | In this paper we propose an analytical approach for estimating the reliability of a component-based software. This methodology assumes that the software components are heterogeneous and the transfers of control between components follow a discrete time Markov process. Besides, we also formulate and. solve two resource allocation problems. Finally, we demonstrate how these analytical approaches can be employed to measure the reliability of a software system including multiple-input/multiple-output systems and distributed software systems. Experimental results show that the proposed methods can solve the testing-effort allocation problems and improve the quality and reliability of a software system. |
| doi_str_mv | 10.1109/CMPSAC.2002.1044526 |
| format | Conference Proceeding |
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| issn | 0730-3157 |
| language | eng |
| recordid | cdi_pascalfrancis_primary_15715841 |
| source | IEEE Electronic Library (IEL) Conference Proceedings |
| subjects | Application software Applied sciences Computer architecture Computer science control theory systems Exact sciences and technology Fault detection Frequency Markov processes Power system modeling Power system reliability Resource management Software Software engineering Software systems Software testing |
| title | Optimal resource allocation and reliability analysis for component-based software applications |
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