{"paper":{"title":"A Distributed Framework for Compiling and Reasoning with d-DNNF","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.DC","authors_text":"Jean-Marie Lagniez, Jianan Wang, Minghao Yin, Zhenghang Xu","submitted_at":"2026-07-15T09:34:26Z","abstract_excerpt":"Knowledge Compilation (KC) is a powerful paradigm that enables efficient reasoning by transforming propositional formulas into tractable target languages, such as Deterministic, Decomposable Negation Normal Form (d-DNNF). However, as real-world problem instances grow in complexity, the offline compilation phase becomes a significant computational bottleneck, often exceeding the memory and temporal limits of single-node systems. While distributed computing has been successfully applied to model counting ($\\#\\mathsf{SAT}$), extending these techniques to knowledge compilation remains a challenge "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.13642","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2607.13642/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"}