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Topic: [isabelle] New AFP entry Multi-Head Monitoring of Metric ...


view this post on Zulip Email Gateway (Feb 14 2022 at 18:44):

From: Andreas Lochbihler <mail@andreas-lochbihler.de>
I'm happy to announce a new AFP entry by Martin Raszyk: Multi-Head Monitoring of Metric
Dynamic Logic

Runtime monitoring (or runtime verification) is an approach to checking compliance of a
system's execution with a specification (e.g., a temporal query). The system's execution
is logged into a trace---a sequence of time-points, each consisting of a time-stamp and
observed events. A monitor is an algorithm that produces verdicts on the satisfaction of a
temporal query on a trace. We formalize a monitoring algorithm for metric dynamic logic,
an extension of metric temporal logic with regular expressions. The monitor computes
whether a given query is satisfied at every position in an input trace of time-stamped
events. We formalize the time-stamps as an abstract algebraic structure satisfying certain
assumptions. Instances of this structure include natural numbers, real numbers, and
lexicographic combinations of them. Our monitor follows the multi-head paradigm: it reads
the input simultaneously at multiple positions and moves its reading heads asynchronously.
This mode of operation results in unprecedented time and space complexity guarantees for
metric dynamic logic: The monitor's amortized time complexity to process a time-point and
the monitor's space complexity neither depends on the event-rate, i.e., the number of
events within a fixed time-unit, nor on the numeric constants occurring in the
quantitative temporal constraints in the given query. The multi-head monitoring algorithm
for metric dynamic logic is reported in our paper "Multi-Head Monitoring of Metric Dynamic
Logic" published at ATVA 2020. We have also formalized unpublished specialized algorithms
for the temporal operators of metric temporal logic.

You can find it online at https://www.isa-afp.org/entries/VYDRA_MDL.html

Andreas


Last updated: Apr 23 2024 at 20:15 UTC