Abstract
The paper describes the concept and the architecture of the data warehouse and reporting modules dedicated to distributed fault injection testbench. The purpose of this warehouse is to collect the data from fault simulation experiments and support researchers in exploration and analysis of these results. The data model of the warehouse, main ETL processes, multidimensional structure of OLAP cube, and predefined reports are discussed. Practical advantages of the presented system are illustrated with some exemplary analyses of the experimental results collected during dependability evaluation of the chemical reactor control algorithm with software implemented fault injection approach.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
SAS 9.1.3 Documentation, http://support.sas.com/documentation
Madeira, H., Costa, J., Vieira, M.: The OLAP and Data Warehousing Approaches for Analysis and Sharing of Results from Dependability Evaluation Experiments. In: Intâl. Conf. on Dep. Systems and Networks, pp. 22â25. IEEE, Los Alamitos (2003)
Gawkowski, P., Sosnowski, J.: Developing Fault Injection Environment for Complex Experiments. In: 14th IEEE Intâl. On-Line Testing Symp., pp. 179â181. IEEE, Los Alamitos (2008)
PintĂ©r, G., Madeira, H., Vieira, M., Majzik, I., Pataricza, A.: Integration of OLAP and data mining for analysis of results from dependability evaluation experiments. Intâl. J. of Knowledge Management Studies 2, 480â498 (2008)
Benso, A., Prinetto, P. (eds.): Fault injection techniques and tools for embedded systems reliability evaluation. Kluwer Academic Publisher, Dordrecht (2003)
Sosnowski, J., Lesiak, A., Gawkowski, P., WĆodawiec, P.: Software Implemented Fault Inserters. In: IFAC Work. on Progr. Dev. and Sys., pp. 293â298 (2003)
Sosnowski, J., Tymoczko, A., Gawkowski, P.: An approach to distributed fault injection experiments. In: Wyrzykowski, R., Dongarra, J., Karczewski, K., Wasniewski, J. (eds.) PPAM 2007. LNCS, vol. 4967, pp. 361â370. Springer, Heidelberg (2008)
Gawkowski, P., Sosnowski, J.: Experiences with software implemented fault injection. In: Intâl. Conf. on Arch. of Comp. Sys., pp. 73â80. VDE Verlag GMBH (2007)
Karnik, T., Hazucha, P., Patel, J.: Characterization of soft errors caused by single event upsets in CMOS processes. IEEE Transactions on Dependable and Secure Computing 1(2), 128â143 (2004)
Sosnowski, J., Zygulski, P., Gawkowski, P.: Developing data warehouse for simulation experiments. In: Kryszkiewicz, M., Peters, J.F., RybiĆski, H., Skowron, A. (eds.) RSEISP 2007. LNCS (LNAI), vol. 4585, pp. 543â552. Springer, Heidelberg (2007)
Gawkowski, P., Ćawryñczuk, M., Marusak, P.M., Tatjewski, P., Sosnowski, J.: On improving dependability of the numerical GPC algorithm. In: European Control Conference, Budapest, Hungary, pp. 1377â1382 (2009)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Gawkowski, P., KuczyĆska, M.A., Komorowska, A. (2010). Fault Effects Analysis and Reporting System for Dependability Evaluation. In: Szczuka, M., Kryszkiewicz, M., Ramanna, S., Jensen, R., Hu, Q. (eds) Rough Sets and Current Trends in Computing. RSCTC 2010. Lecture Notes in Computer Science(), vol 6086. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-13529-3_56
Download citation
DOI: https://doi.org/10.1007/978-3-642-13529-3_56
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-13528-6
Online ISBN: 978-3-642-13529-3
eBook Packages: Computer ScienceComputer Science (R0)