{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,24]],"date-time":"2026-03-24T16:16:12Z","timestamp":1774368972198,"version":"3.50.1"},"reference-count":36,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2013,10,1]],"date-time":"2013-10-01T00:00:00Z","timestamp":1380585600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Automat. Sci. Eng."],"published-print":{"date-parts":[[2013,10]]},"DOI":"10.1109\/tase.2013.2274523","type":"journal-article","created":{"date-parts":[[2013,8,19]],"date-time":"2013-08-19T18:01:28Z","timestamp":1376935288000},"page":"884-898","source":"Crossref","is-referenced-by-count":27,"title":["Large-Scale Estimation in Cyberphysical Systems Using Streaming Data: A Case Study With Arterial Traffic Estimation"],"prefix":"10.1109","volume":"10","author":[{"given":"Timothy","family":"Hunter","sequence":"first","affiliation":[]},{"given":"Tathagata","family":"Das","sequence":"additional","affiliation":[]},{"given":"Matei","family":"Zaharia","sequence":"additional","affiliation":[]},{"given":"Pieter","family":"Abbeel","sequence":"additional","affiliation":[]},{"given":"Alexandre M.","family":"Bayen","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref33","year":"2007","journal-title":"Texas Transport Inst Urban Mobility Information"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/504729.504754"},{"key":"ref31","year":"0"},{"key":"ref30","year":"0","journal-title":"The Storm"},{"key":"ref36","article-title":"Resilient distributed datasets: A fault-tolerant abstraction for in-memory cluster computing","author":"zaharia","year":"2011","journal-title":"Proc 9th USENIX Conf Networked Syst Design Implementation"},{"key":"ref35","first-page":"10-10","article-title":"Discretized streams: An efficient and fault-tolerant model for stream processing on large clusters","author":"zaharia","year":"2012","journal-title":"Proc USENIX Conf Hot Topics Cloud Comput"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1093\/amrx\/abq002"},{"key":"ref10","year":"0","journal-title":"The Cabspotting Program"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/872853.872857"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1080\/01441640500333677"},{"key":"ref13","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1111\/j.2517-6161.1977.tb01600.x","article-title":"Maximum likelihood from incomplete data via the em algorithm","author":"dempster","year":"1977","journal-title":"J Royal Statistical Society Series B (Methodological)"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4613-8643-8"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2004.1398868"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.sbspro.2011.04.511"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/S0968-090X(02)00003-7"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2011.6083050"},{"key":"ref19","article-title":"Probability distributions of travel times on arterial networks: A traffic flow and horizontal queuing theory approach","author":"hofleitner","year":"2012","journal-title":"Proc 81st Annual Meeting Transportation Research Board"},{"key":"ref4","year":"0","journal-title":"The Scala Programming Language"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/BF02481123"},{"key":"ref27","article-title":"Route identification and travel time prediction using probe-car data","author":"miwa","year":"2004","journal-title":"Int J"},{"key":"ref3","year":"0","journal-title":"Navteq"},{"key":"ref6","year":"0","journal-title":"Streambase"},{"key":"ref29","first-page":"355","author":"neal","year":"1999","journal-title":"Learning in Graphical Models"},{"key":"ref5","year":"0","journal-title":"Spark Project"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/25.966578"},{"key":"ref7","year":"0","journal-title":"Streaming Arterial Module"},{"key":"ref2","year":"0","journal-title":"The Mobile Millennium Project"},{"key":"ref1","year":"0","journal-title":"Apache Hadoop"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-0820-9_34"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.trb.2012.03.006"},{"key":"ref22","article-title":"Large-scale online expectation maximization with spark streaming","author":"hunter","year":"2012","journal-title":"NIPS Workshop Parallel Large-Scale Machine Learning"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-36279-8_36"},{"key":"ref24","year":"0"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/2038916.2038944"},{"key":"ref26","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1080\/15472450490492833","volume":"8","author":"lin","year":"2004","journal-title":"Intelligent Transportation Systems"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1098\/rspa.1955.0089"}],"container-title":["IEEE Transactions on Automation Science and Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8856\/6617709\/06582692.pdf?arnumber=6582692","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,11,29]],"date-time":"2021-11-29T20:38:46Z","timestamp":1638218326000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6582692\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,10]]},"references-count":36,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tase.2013.2274523","relation":{},"ISSN":["1545-5955","1558-3783"],"issn-type":[{"value":"1545-5955","type":"print"},{"value":"1558-3783","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,10]]}}}