{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,4]],"date-time":"2026-02-04T20:55:40Z","timestamp":1770238540342,"version":"3.49.0"},"reference-count":18,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,5,26]],"date-time":"2025-05-26T00:00:00Z","timestamp":1748217600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,5,26]],"date-time":"2025-05-26T00:00:00Z","timestamp":1748217600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,5,26]]},"DOI":"10.1109\/ccece64018.2025.11364448","type":"proceedings-article","created":{"date-parts":[[2026,2,3]],"date-time":"2026-02-03T20:52:24Z","timestamp":1770151944000},"page":"225-229","source":"Crossref","is-referenced-by-count":0,"title":["Accelerating Belief Propagation with Task-Based Hardware Parallelism"],"prefix":"10.1109","author":[{"given":"Balaji","family":"Venkatesh","sequence":"first","affiliation":[{"name":"University of Toronto,Toronto,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Leo","family":"Han","sequence":"additional","affiliation":[{"name":"Cornell Tech,New York,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mark","family":"Jeffrey","sequence":"additional","affiliation":[{"name":"University of Toronto,Toronto,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","article-title":"A Belief Network to Predict Safety Performance of Construction Workers","author":"Chen"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3389\/fonc.2013.00087"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-023-05437-9"},{"key":"ref4","article-title":"Probabilistic reasoning in intelligent systems: networks of plausible inference, rev","volume-title":"transferred to digital printing ed., ser. The Morgan Kaufmann series in representation and reasoning","author":"Pearl"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-014-1376-8"},{"key":"ref6","article-title":"Residual Belief Propagation: Informed Scheduling for Asynchronous Message Passing","author":"Elidan","year":"2006"},{"key":"ref7","article-title":"Relaxed Scheduling for Scalable Belief Propagation","author":"Aksenov"},{"key":"ref8","article-title":"A Hardware and Software Architecture for Pervasive Parallelism","author":"Jeffrey","year":"2019"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3373376.3378454"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3470496.3527387"},{"key":"ref11","article-title":"Accelerating Belief Propagation with Hardware Speculative Parallelism","author":"Han","year":"2023"},{"key":"ref12","doi-asserted-by":"crossref","article-title":"Message Scheduling for Performant Many-Core Belief Propagation","author":"Merwe","DOI":"10.1109\/HPEC.2019.8916366"},{"key":"ref13","article-title":"Pattern recognition and machine learning, ser. Information science and statistics","volume-title":"Springer","author":"Bishop"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/FPL.2016.7577316"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/IEEECONF51394.2020.9443504"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/HPEC.2019.8916366"},{"key":"ref17","article-title":"Instantiating IP Into the Design \u2022 System-Level Design Entry (UG895)"},{"key":"ref18","article-title":"Graph Belief Propagation Networks","author":"Jia","year":"2021"}],"event":{"name":"2025 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)","location":"Vancouver, BC, Canada","start":{"date-parts":[[2025,5,26]]},"end":{"date-parts":[[2025,5,29]]}},"container-title":["2025 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11364343\/11364347\/11364448.pdf?arnumber=11364448","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,4]],"date-time":"2026-02-04T07:44:43Z","timestamp":1770191083000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11364448\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,26]]},"references-count":18,"URL":"https:\/\/doi.org\/10.1109\/ccece64018.2025.11364448","relation":{},"subject":[],"published":{"date-parts":[[2025,5,26]]}}}