Lovén, L., Gujar, S., Timperi, K., Mehmood, H., Donta, P. K., Tarkoma, S., & Dustdar, S. (2026). Credibility Trilemma in Polymatroidal Service Markets. arXiv. https://doi.org/10.34726/12359
credible mechanism design; polymatroidal allocation; non-modular feasibility; gross substitutes; VCG; network slicing; edge-cloud computing; real-time AI service economy
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Abstract:
Mechanism-mediated service markets with polymatroidal feasibility admit efficient, dominant-strategy incentive-compatible (DSIC) allocation, but these guarantees implicitly assume truthful execution by the marketplace operator. Modelling the operator as a strategic player, we establish a credibility trilemma: for single-parameter agents on a non-modular polymatroid, no static sealed-bid mechanism is simultaneously revenue-optimal, DSIC for agents, and credible for the operator. We introduce the Cost of Non-Credibility (CoNC) as a price-of-anarchy-style welfare-loss measure and obtain tight Θ-bounds across five topology classes (single-edge, series, parallel, tree, series-parallel), plus a matching upper bound O(|S|) on general DAGs realised by an Ω(|S|) witness on the SP-augmented sub-family, turning the trilemma into a structural quantity. Three structurally distinct resolutions follow: public broadcast or deferred-revelation commitment, administrative domain separation under settlement separation and four side conditions, and integrator competition orthogonal to mechanism execution under disjoint actors. An instance-level grounding over the edge-pricing market of Amin et al. confirms the trilemma's robustness on a refereed external setting. The result establishes marketplace neutrality as a first-order design constraint on polymatroidal service markets rather than an implementation detail: where the operator is a strategic player, credibility trades off against revenue optimality and agent incentive compatibility along structurally characterised lines.
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Project (external):
Research Council of Finland Research Council of Finland European Union European Regional Development Fund (ERDF) European Regional Development Fund (ERDF) Business Finland Ministry of Science, Innovation and Universities (MICIU)