{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,18]],"date-time":"2026-05-18T12:02:08Z","timestamp":1779105728708,"version":"3.51.4"},"reference-count":12,"publisher":"Wiley","license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61173177"],"award-info":[{"award-number":["61173177"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Mobile Information Systems"],"published-print":{"date-parts":[[2017]]},"abstract":"<jats:p>In large-scale location-based service, an ideal situation is that self-adapting routing strategies use future traffic data as input to generate a topology which could adapt to the changing traffic well. In the paper, we propose a traffic prediction model for the broker in publish\/subscribe system, which can predict the traffic of the link in future by neural network. We first introduced our traffic prediction model and then described the model integration. Finally, the experimental results show that our traffic prediction model could predict the traffic of link well.<\/jats:p>","DOI":"10.1155\/2017\/8429878","type":"journal-article","created":{"date-parts":[[2017,3,30]],"date-time":"2017-03-30T19:13:12Z","timestamp":1490901192000},"page":"1-8","source":"Crossref","is-referenced-by-count":2,"title":["A Traffic Prediction Model for Self-Adapting Routing Overlay Network in Publish\/Subscribe System"],"prefix":"10.1155","volume":"2017","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3097-5293","authenticated-orcid":true,"given":"Meng","family":"Chi","sequence":"first","affiliation":[{"name":"College of Computer Science and Technology, Zhejiang University, 38 Zheda Road, Hangzhou, Zhejiang 310027, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7529-1928","authenticated-orcid":true,"given":"Jianhua","family":"Yang","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, Zhejiang University, 38 Zheda Road, Hangzhou, Zhejiang 310027, China"},{"name":"The Sci-Tech Academy, Zhejiang University, 38 Zheda Road, Hangzhou, Zhejiang 310027, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yabo","family":"Liu","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, Zhejiang University, 38 Zheda Road, Hangzhou, Zhejiang 310027, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhenhui","family":"Li","sequence":"additional","affiliation":[{"name":"College of Control Science and Engineering, Zhejiang University, 38 Zheda Road, Hangzhou, Zhejiang 310027, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"key":"2","doi-asserted-by":"publisher","DOI":"10.1145\/857076.857078"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2013.12.007"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1142\/s0218194016400040"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/362076"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1016\/s1364-8152(99)00007-9"},{"key":"9","year":"1996"},{"key":"10","year":"1997"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1016\/0167-2789(93)90009-p"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-2789(98)00240-1"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1109\/59.910780"},{"issue":"1","key":"15","doi-asserted-by":"crossref","first-page":"336","DOI":"10.1109\/59.221223","volume":"8","year":"1993","journal-title":"IEEE Transactions on Power Systems"},{"key":"1","volume":"1","year":"2006"}],"container-title":["Mobile Information Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/misy\/2017\/8429878.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/misy\/2017\/8429878.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/misy\/2017\/8429878.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,25]],"date-time":"2017-06-25T09:52:52Z","timestamp":1498384372000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/misy\/2017\/8429878\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"references-count":12,"alternative-id":["8429878","8429878"],"URL":"https:\/\/doi.org\/10.1155\/2017\/8429878","relation":{},"ISSN":["1574-017X","1875-905X"],"issn-type":[{"value":"1574-017X","type":"print"},{"value":"1875-905X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017]]}}}