The Complexity of Resilience Problems via Valued Constraint Satisfaction

TL;DR

This paper investigates the complexity of valued constraint satisfaction problems over infinite domains, establishing conditions for tractability and hardness, and applies these results to database resilience problems like UCQs and path queries.

Contribution

It introduces a complexity dichotomy for VCSPs over infinite domains with oligomorphic automorphisms and applies it to database resilience problems, solving an open problem.

Findings

Established a hardness condition based on pp-constructability.

Provided a polynomial-time tractability condition via fractional polymorphisms.

Achieved a complete complexity dichotomy for resilience of two-way regular path queries.

Abstract

Valued constraint satisfaction problems (VCSPs) constitute a large class of computational optimization problems. It was shown recently that, over finite domains, every VCSP is in P or NP-complete, depending on the admitted cost functions. In this article, we study cost functions over countably infinite domains whose automorphisms form an oligomorphic permutation group. Our results include a hardness condition based on a generalization of pp-constructability as known from classical CSPs and a polynomial-time tractability condition based on the concept of fractional polymorphisms. We then observe that the resilience problem for unions of conjunctive queries (UCQs) studied in database theory, under bag semantics, may be viewed as a special case of the VCSPs that we consider. We obtain a complexity dichotomy for the case of incidence-acyclic UCQs and exemplarily use our methods to determine the complexity of a conjunctive query that has been stated as an open problem in the literature. We conjecture that our hardness and tractability conditions match for resilience problems for UCQs. Further, we obtain a complete dichotomy for resilience problems for two-way regular path queries, under bag semantics.