Program Analysis Using Weighted Pushdown Systems
Thomas Reps, Akash Lal, Nick Kidd
Pushdown systems (PDSs) are an automata-theoretic
formalism for specifying a class of infinite-state transition
systems. Infiniteness comes from the fact that each configuration
in the state space consists of a (formal) ``control
location'' p coupled with a stack S of unbounded size.
PDSs can model program paths that have matching calls and returns,
and automaton-based representations allow analysis algorithms
to account for the infinite control state space of recursive programs.
Weighted pushdown systems (WPDSs)
are a generalization of PDSs that add a general ``black-box''
abstraction for program data (through weights).
WPDSs also generalize other frameworks for interprocedural analysis,
such as the Sharir-Pnueli functional approach.
This paper surveys recent work in this area, and
establishes a few new connections with existing work.
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University of Wisconsin