Towards a Logic for Inferring Properties of Event Streams

Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 9953)

Abstract

We outline the background, motivation, and requirements of an approach to create abstractions of event streams, which are time-tagged sequences of events generated by an executing software system. Our work is motivated by the need to process event streams with millions of events that are generated by a spacecraft, that must be processed quickly after they are received on the ground. Our approach involves building a tool that adds hierarchical labels to a received event stream. The labels add contextual information to the event stream, and thus make it easier to build tools for visualizing and analyzing telemetry. We describe a notation for writing hierarchical labeling rules; the notation is based on a modification of Allen Temporal Logic, augmented with rule-definitions and features for referring to data in data parameterized events. We illustrate our notation and its use with an example.

References

  1. 1.
    Allen, J.F.: Maintaining knowledge about temporal intervals. Commun. ACM 26(11), 832–843 (1983)CrossRefMATHGoogle Scholar
  2. 2.
    Alur, R., Fisman, D., Raghothaman, M.: Regular programming for quantitative properties of data streams. In: Thiemann, P. (ed.) ESOP 2016. LNCS, vol. 9632, pp. 15–40. Springer, Heidelberg (2016). doi:10.1007/978-3-662-49498-1_2 CrossRefGoogle Scholar
  3. 3.
    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). doi:10.1007/978-3-642-29860-8_27 CrossRefGoogle Scholar
  4. 4.
    Finkbeiner, B., Manna, Z., Sipma, H.B.: Deductive verification of modular systems. In: de Roever, W.-P., Langmaack, H., Pnueli, A. (eds.) COMPOS 1997. LNCS, vol. 1536, pp. 239–275. Springer, Heidelberg (1998)CrossRefGoogle Scholar
  5. 5.
    Havelund, K., Joshi, R.: Comprehension of spacecraft telemetry using hierarchical specifications of behavior. In: Merz, S., Pang, J. (eds.) ICFEM 2014. LNCS, vol. 8829, pp. 187–202. Springer, Heidelberg (2014)Google Scholar
  6. 6.
    Mars Science Laboratory (MSL). http://mars.jpl.nasa.gov/msl
  7. 7.
    Roşu, G., Bensalem, S.: Allen linear (Interval) temporal logic – translation to LTL and monitor synthesis. In: Ball, T., Jones, R.B. (eds.) CAV 2006. LNCS, vol. 4144, pp. 263–277. Springer, Heidelberg (2006)CrossRefGoogle Scholar

Copyright information

© Springer International Publishing AG 2016

Authors and Affiliations

  1. 1.University of WaterlooWaterlooCanada
  2. 2.Jet Propulsion LaboratoryCalifornia Institute of TechnologyPasadenaUSA

Personalised recommendations