Abstract
Compliance policies often stipulate conditions on aggregated data. Current policy monitoring approaches are limited in the kind of aggregations that they can handle. We rectify this as follows. First, we extend metric first-order temporal logic with aggregation operators. This extension is inspired by the aggregation operators common in database query languages like SQL. Second, we provide a monitoring algorithm for this enriched policy specification language. Finally, we experimentally evaluate our monitor’s performance.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Abiteboul, S., Hull, R., Vianu, V.: Foundations of Databases. Addison-Wesley Longman Publishing Co., Inc., Boston (1995)
Arasu, A., Babcock, B., Babu, S., Datar, M., Ito, K., Motwani, R., Nishizawa, I., Srivastava, U., Thomas, D., Varma, R., Widom, J.: STREAM: The Stanford stream data manager. IEEE Data Eng. Bull. 26(1), 19–26 (2003)
Arasu, A., Babu, S., Widom, J.: The CQL continuous query language: semantic foundations and query execution. The VLDB Journal 15(2), 121–144 (2006)
Barringer, H., Goldberg, A., Havelund, K., Sen, K.: Rule-based runtime verification. In: Steffen, B., Levi, G. (eds.) VMCAI 2004. LNCS, vol. 2937, pp. 44–57. Springer, Heidelberg (2004)
Basin, D., Harvan, M., Klaedtke, F., Zălinescu, E.: MONPOLY: Monitoring usage-control policies. In: Khurshid, S., Sen, K. (eds.) RV 2011. LNCS, vol. 7186, pp. 360–364. Springer, Heidelberg (2012)
Basin, D., Harvan, M., Klaedtke, F., Zălinescu, E.: Monitoring data usage in distributed systems. IEEE Trans. Software Eng. (to appear), http://doi.ieeecomputersociety.org/10.1109/TSE.2013.18
Basin, D., Klaedtke, F., Müller, S., Pfitzmann, B.: Runtime monitoring of metric first-order temporal properties. In: Proceedings of the 28th Conference on Foundations of Software Technology and Theoretical Computer Science (FSTTCS 2008). Leibniz International Proceedings in Informatics (LIPIcs), vol. 2, pp. 49–60 (2008)
Basin, D., Klaedtke, F., Zălinescu, E.: Algorithms for monitoring real-time properties. In: Khurshid, S., Sen, K. (eds.) RV 2011. LNCS, vol. 7186, pp. 260–275. Springer, Heidelberg (2012)
Bauer, A., Goré, R., Tiu, A.: A first-order policy language for history-based transaction monitoring. In: Leucker, M., Morgan, C. (eds.) ICTAC 2009. LNCS, vol. 5684, pp. 96–111. Springer, Heidelberg (2009)
Bianculli, D., Ghezzi, C., San Pietro, P.: The tale of SOLOIST: A specification language for service compositions interactions. In: Păsăreanu, C.S., Salaün, G. (eds.) FACS 2012. LNCS, vol. 7684, pp. 55–72. Springer, Heidelberg (2013)
Chomicki, J.: Efficient checking of temporal integrity constraints using bounded history encoding. ACM Trans. Database Syst. 20(2), 149–186 (1995)
Chomicki, J., Toman, D., Böhlen, M.H.: Querying ATSQL databases with temporal logic. ACM Trans. Database Syst. 26(2), 145–178 (2001)
Colombo, C., Gauci, A., Pace, G.J.: LarvaStat: Monitoring of statistical properties. In: Barringer, H., et al. (eds.) RV 2010. LNCS, vol. 6418, pp. 480–484. Springer, Heidelberg (2010)
Cranor, C., Johnson, T., Spataschek, O., Shkapenyuk, V.: Gigascope: A stream database for network applications. In: Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, pp. 647–651 (2003)
D’Angelo, B., Sankaranarayanan, S., Sánchez, C., Robinson, W., Finkbeiner, B., Sipma, H.B., Mehrotra, S., Manna, Z.: LOLA: Runtime monitoring of synchronous systems. In: Proceedings of the 12th International Symposium on Temporal Representation and Reasoning (TIME 2005), pp. 166–174 (2005)
Finkbeiner, B., Sankaranarayanan, S., Sipma, H.: Collecting statistics over runtime executions. Form. Method. Syst. Des. 27(3), 253–274 (2005)
Garcia-Molina, H., Ullman, J.D., Widom, J.: Database systems: The complete book. Pearson Education (2009)
Hallé, S., Villemaire, R.: Runtime enforcement of web service message contracts with data. IEEE Trans. Serv. Comput. 5(2), 192–206 (2012)
Hella, L., Libkin, L., Nurmonen, J., Wong, L.: Logics with aggregate operators. J. ACM 48(4), 880–907 (2001)
Koymans, R.: Specifying real-time properties with metric temporal logic. Real-Time Syst. 2(4), 255–299 (1990)
Owe, O.: Partial logics reconsidered: A conservative approach. Form. Asp. Comput. 5(3), 208–223 (1993)
PostgreSQL Global Development Group. PostgreSQL, Version 9.1.4 (2012), http://www.postgresql.org/
Sistla, A.P., Wolfson, O.: Temporal conditions and integrity constraints in active database systems. In: Proceedings of the 1995 ACM SIGMOD International Conference on Management of Data, pp. 269–280 (1995)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Basin, D., Klaedtke, F., Marinovic, S., Zălinescu, E. (2013). Monitoring of Temporal First-Order Properties with Aggregations. In: Legay, A., Bensalem, S. (eds) Runtime Verification. RV 2013. Lecture Notes in Computer Science, vol 8174. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-40787-1_3
Download citation
DOI: https://doi.org/10.1007/978-3-642-40787-1_3
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-40786-4
Online ISBN: 978-3-642-40787-1
eBook Packages: Computer ScienceComputer Science (R0)