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Intractability results in predicate detection
Authors:Sujatha Kashyap  Vijay K Garg
Affiliation:Department of Electrical and Computer Engineering, University of Texas at Austin, Austin, TX 78712, USA
Abstract:It has been shown that global predicate detection in a distributed computation is an NP-complete problem in general. However, efficient predicate detection algorithms exist for some subclasses of predicates, such as stable predicates, observer-independent predicates, conjunctions of local predicates, channel predicates, etc. We show here that the problem of deciding whether a given predicate is a member of any of these tractable subclasses is NP-hard in general.We also explore the tractability of linear and regular predicates. In particular, we show that, unless RP=NP, there is no polynomial-time algorithm to detect View the MathML source for linear and regular predicates B.
Keywords:Distributed computing  Computational complexity  Predicate detection  Distributed debugging
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