{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,21]],"date-time":"2026-07-21T17:55:44Z","timestamp":1784656544931,"version":"3.55.0"},"reference-count":30,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2020,12,1]],"date-time":"2020-12-01T00:00:00Z","timestamp":1606780800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,12,1]],"date-time":"2020-12-01T00:00:00Z","timestamp":1606780800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,12,1]],"date-time":"2020-12-01T00:00:00Z","timestamp":1606780800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61673049"],"award-info":[{"award-number":["61673049"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004826","name":"Natural Science Foundation of Beijing Municipality","doi-asserted-by":"publisher","award":["L191017"],"award-info":[{"award-number":["L191017"]}],"id":[{"id":"10.13039\/501100004826","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["2019YJS003"],"award-info":[{"award-number":["2019YJS003"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["2017JBM302"],"award-info":[{"award-number":["2017JBM302"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Science and Technology Research Program of Beijing","award":["Z161100001116093"],"award-info":[{"award-number":["Z161100001116093"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Ind. Inf."],"published-print":{"date-parts":[[2020,12]]},"DOI":"10.1109\/tii.2020.2976053","type":"journal-article","created":{"date-parts":[[2020,2,24]],"date-time":"2020-02-24T23:03:14Z","timestamp":1582585394000},"page":"7369-7380","source":"Crossref","is-referenced-by-count":39,"title":["Traffic Network Flow Prediction Using Parallel Training for Deep Convolutional Neural Networks on Spark Cloud"],"prefix":"10.1109","volume":"16","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3044-2363","authenticated-orcid":false,"given":"Yongnan","family":"Zhang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2658-0982","authenticated-orcid":false,"given":"Yonghua","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Huapu","family":"Lu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5256-210X","authenticated-orcid":false,"given":"Hamido","family":"Fujita","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref30","article-title":"Alibaba, Cloud Elastic MapReduce Computing Platform","year":"2019"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2018.2876907"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1186\/s13673-018-0125-x"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1186\/s13673-018-0147-4"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.apm.2010.09.005"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TCST.2011.2180386"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2707140"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2016.2574840"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2014.2311123"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2018.2810291"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2018.11.019"},{"key":"ref28","first-page":"2121","article-title":"Adaptive subgradient methods for online learning and stochastic optimization","volume":"12","author":"duchi","year":"2011","journal-title":"J Mach Learn Res"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/2934664"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1038\/323533a0"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2017.09.017"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2008.07.069"},{"key":"ref29","article-title":"Caltrans Performance Measurement System","year":"2019"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2014.02.006"},{"key":"ref8","first-page":"186","article-title":"An efficient traffic forecasting system based on spatial data and decision trees","volume":"11","author":"prasad","year":"2014","journal-title":"Int Arab J Inf Technol"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2017.2682855"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2018.2799928"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2018.10.037"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2017.2739340"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3390\/s17040818"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2018.09.040"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3390\/s17071501"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2016.06.013"},{"key":"ref23","article-title":"One weird trick for parallelizing convolutional neural networks","author":"krizhevsky","year":"2014"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2016.7474340"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2016.04.023"}],"container-title":["IEEE Transactions on Industrial Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9424\/9201572\/09007678.pdf?arnumber=9007678","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,27]],"date-time":"2022-04-27T16:56:18Z","timestamp":1651078578000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9007678\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,12]]},"references-count":30,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/tii.2020.2976053","relation":{},"ISSN":["1551-3203","1941-0050"],"issn-type":[{"value":"1551-3203","type":"print"},{"value":"1941-0050","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,12]]}}}