Convex Consensus (CC) allows a set of parties to agree on a value v inside the convex hull of their inputs with respect to a predefined abstract convexity notion, even in the presence of byzantine parties. In this work, we focus on achieving CC in the best-of-both-worlds paradigm, i.e., simultaneously tolerating at most t_s corruptions if communication is synchronous, and at most t_a ≤ t_s corruptions if it is asynchronous. Our protocol is randomized, which is a requirement under asynchrony, and we prove that it achieves optimal resilience. In the process, we introduce communication primitives tailored to the network-agnostic model. These are a deterministic primitive allowing parties to obtain intersecting views (Gather), and a randomized primitive leading to identical views (Agreement on a Core-Set). Our primitives provide stronger guarantees than previous counterparts, making them of independent interest.
@InProceedings{constantinescu_et_al:LIPIcs.DISC.2024.15, author = {Constantinescu, Andrei and Ghinea, Diana and Wattenhofer, Roger and Westermann, Floris}, title = {{Convex Consensus with Asynchronous Fallback}}, booktitle = {38th International Symposium on Distributed Computing (DISC 2024)}, pages = {15:1--15:23}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-352-2}, ISSN = {1868-8969}, year = {2024}, volume = {319}, editor = {Alistarh, Dan}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.DISC.2024.15}, URN = {urn:nbn:de:0030-drops-212411}, doi = {10.4230/LIPIcs.DISC.2024.15}, annote = {Keywords: convex consensus, network-agnostic protocols, agreement on a core-set} }
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