{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T12:44:49Z","timestamp":1782909889080,"version":"3.54.5"},"reference-count":52,"publisher":"IEEE","license":[{"start":{"date-parts":[[2026,5,25]],"date-time":"2026-05-25T00:00:00Z","timestamp":1779667200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,5,25]],"date-time":"2026-05-25T00:00:00Z","timestamp":1779667200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,5,25]]},"DOI":"10.1109\/ipdps65963.2026.00043","type":"proceedings-article","created":{"date-parts":[[2026,6,30]],"date-time":"2026-06-30T20:55:16Z","timestamp":1782852916000},"page":"401-415","source":"Crossref","is-referenced-by-count":0,"title":["DSTree: Data-Driven Synchronous Traversals for Decision Forests on GPUs"],"prefix":"10.1109","author":[{"given":"Bi","family":"Zeng","sequence":"first","affiliation":[{"name":"The Hong Kong University of Science and Technology,Guangzhou"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhenlin","family":"Wu","sequence":"additional","affiliation":[{"name":"The Hong Kong University of Science and Technology,Guangzhou"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hongyuan","family":"Liu","sequence":"additional","affiliation":[{"name":"The Hong Kong University of Science and Technology,Guangzhou"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xinyu","family":"Chen","sequence":"additional","affiliation":[{"name":"The Hong Kong University of Science and Technology,Guangzhou"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.29172\/7c2a6982-6d72-4cd8-bba6-2fccb06a7011"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICDAR.1995.598994"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.58496\/BJML\/2024\/007"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-022-10275-5"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-011-9272-4"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.5555\/3294996.3295070"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICSGRC.2011.5991826"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1063\/1.4977376"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2025.3605491"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s41060-018-0144-8"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.imu.2019.100180"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1186\/1472-6947-11-51"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1023\/A:1016409317640"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.14778\/1687553.1687569"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3620678.3624656"},{"key":"ref17","article-title":"A decision tree based recommender system","volume-title":"10th International Conferenceon Innovative Internet Community Systems (I2CS)","author":"Gershman"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3511808.3557433"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/IConAC.2015.7313958"},{"key":"ref20","article-title":"A tensor compiler for unified machine learning prediction serving","volume-title":"Proceedings of the 14th USENIX Conference on Operating Systems Design and Implementation","author":"Nakandala"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3694715.3695958"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3545008.3545067"},{"key":"ref23","article-title":"Gpu-acceleration for large-scale tree boosting","author":"Zhang","year":"2017"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/FCCM.2012.47"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2018.2860982"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ACSOS61780.2024.00038"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPSW.2014.180"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TrustCom63139.2024.00118"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2025.3597394"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.3390\/info11040193"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3447786.3456251"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1201.0490"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611975673.6"},{"key":"ref34","article-title":"Cooperative primitives for CUDA C++","year":"2025"},{"key":"ref35","article-title":"NVIDIA ADA GPU ARCHITECTURE","year":"2023"},{"key":"ref36","article-title":"NVIDIA Nsight Compute","year":"2025"},{"key":"ref37","article-title":"NVIDIA AMPERE GA102 GPU ARCHITECTURE","year":"2021"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.7717\/peerj-cs.1806\/table-3"},{"key":"ref39","article-title":"Allstate claim prediction challenge","author":"Company","year":"2011"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/2503210.2503223"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICPP.2016.71"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/1071866.1071869"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/2925426.2926261"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/3652605"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/3473596"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/2632215"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ICPP.2016.20"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CGO.2013.6494989"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/PADSW.2014.7097874"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/MICRO56248.2022.00043"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/PACT58117.2023.00023"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/3508019"}],"event":{"name":"2026 IEEE International Parallel and Distributed Processing Symposium (IPDPS)","location":"New Orleans, LA, USA","start":{"date-parts":[[2026,5,25]]},"end":{"date-parts":[[2026,5,29]]}},"container-title":["2026 IEEE International Parallel and Distributed Processing Symposium (IPDPS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11575315\/11575316\/11575326.pdf?arnumber=11575326","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T11:52:14Z","timestamp":1782906734000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11575326\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,5,25]]},"references-count":52,"URL":"https:\/\/doi.org\/10.1109\/ipdps65963.2026.00043","relation":{},"subject":[],"published":{"date-parts":[[2026,5,25]]}}}