{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,7]],"date-time":"2026-02-07T18:45:15Z","timestamp":1770489915780,"version":"3.49.0"},"reference-count":26,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2018,11,30]],"date-time":"2018-11-30T00:00:00Z","timestamp":1543536000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"name":"Shanghai Sailing Program","award":["18YF1408200"],"award-info":[{"award-number":["18YF1408200"]}]},{"DOI":"10.13039\/501100010909","name":"Young Scientists Fund","doi-asserted-by":"publisher","award":["61802245"],"award-info":[{"award-number":["61802245"]}],"id":[{"id":"10.13039\/501100010909","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["CCF Trans. Netw."],"published-print":{"date-parts":[[2019,6]]},"DOI":"10.1007\/s42045-018-0008-8","type":"journal-article","created":{"date-parts":[[2018,11,30]],"date-time":"2018-11-30T10:02:29Z","timestamp":1543572149000},"page":"28-42","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Online task dispatching and pricing for quality-of-service-aware sensing data collection for mobile edge clouds"],"prefix":"10.1007","volume":"2","author":[{"given":"Tong","family":"Liu","sequence":"first","affiliation":[]},{"given":"Yanmin","family":"Zhu","sequence":"additional","affiliation":[]},{"given":"Yuanyuan","family":"Yang","sequence":"additional","affiliation":[]},{"given":"Fan","family":"Ye","sequence":"additional","affiliation":[]},{"given":"Jiadi","family":"Yu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,11,30]]},"reference":[{"key":"8_CR1","unstructured":"311 data. [Online]. http:\/\/nycopendata.socrata.com\/Social-Services\/311-Service-Requests-from-2010-to-Present\/erm2-nwe9"},{"key":"8_CR2","doi-asserted-by":"crossref","unstructured":"Bonomi, F., Milito, R., Zhu, J., Addepalli, S.: Fog computing and its role in the internet of things, Edition of the Mcc Workshop on Mobile Cloud Computing, pp.\u00a013\u201316 (2012)","DOI":"10.1145\/2342509.2342513"},{"issue":"6","key":"8_CR3","doi-asserted-by":"publisher","first-page":"599","DOI":"10.1016\/j.future.2008.12.001","volume":"25","author":"R Buyya","year":"2009","unstructured":"Buyya, R., Yeo, C.S., Venugopal, S., Broberg, J., Brandic, I.: Cloud computing and emerging IT platforms: vision, hype, and reality for delivering computing as the 5th utility. Future Gen. Comput. Syst. 25(6), 599\u2013616 (2009)","journal-title":"Future Gen. Comput. Syst."},{"key":"8_CR4","doi-asserted-by":"crossref","unstructured":"Cuervo, E., et al., MAUI:making smartphones last longer with code offload. In: International Conference on Mobile Systems, Applications, and Services, pp.\u00a049\u201362 (2010)","DOI":"10.1145\/1814433.1814441"},{"key":"8_CR5","unstructured":"Dhillon I.\u00a0S., Sra, S.: Generalized nonnegative matrix approximations with bregman divergences, Neural Information Proc Systems, pp. 283\u2013290 (2006)"},{"issue":"1","key":"8_CR6","doi-asserted-by":"publisher","first-page":"84","DOI":"10.1016\/j.future.2012.05.023","volume":"29","author":"N Fernand","year":"2013","unstructured":"Fernand, N., Loke, S.W., Rahayu, W.: Mobile cloud computing: a survey. Future Gen. Comput. Syst. 29(1), 84\u2013106 (2013)","journal-title":"Future Gen. Comput. Syst."},{"issue":"1","key":"8_CR7","doi-asserted-by":"publisher","first-page":"68","DOI":"10.1145\/1496091.1496103","volume":"39","author":"A Greenberg","year":"2008","unstructured":"Greenberg, A., Hamilton, J., Maltz, D.A., Patel, P.: The cost of a cloud:research problems in data center networks. Acm Sigcomm Comput. Commun. Rev. 39(1), 68\u201373 (2008)","journal-title":"Acm Sigcomm Comput. Commun. Rev."},{"key":"8_CR8","doi-asserted-by":"crossref","unstructured":"Liu, J., Mao, Y., Zhang, J., Letaief, K.B.: Delay-optimal computation task scheduling for mobile-edge computing systems. In: IEEE International Symposium on Information Theory, pp. 1451\u20131455 (2016)","DOI":"10.1109\/ISIT.2016.7541539"},{"key":"8_CR9","unstructured":"Luan, T.H., Gao, L., Li, Z., Xiang, Y., Wei, G., Sun, L.: Fog computing: focusing on mobile users at the edge. Comput. Sci. (2016)"},{"issue":"12","key":"8_CR10","doi-asserted-by":"publisher","first-page":"3590","DOI":"10.1109\/JSAC.2016.2611964","volume":"34","author":"Y Mao","year":"2016","unstructured":"Mao, Y., Zhang, J., Letaief, K.B.: Dynamic computation offloading for mobile-edge computing with energy harvesting devices. IEEE J. Select. Areas Commun. 34(12), 3590\u20133605 (2016)","journal-title":"IEEE J. Select. Areas Commun."},{"key":"8_CR11","unstructured":"Mean absolute percentage error. [Online]. https:\/\/en.wikipedia.org\/wiki\/Mean_absolute_percentage_error"},{"key":"8_CR12","doi-asserted-by":"crossref","unstructured":"Mendez, D., Perez, A.\u00a0J., Labrador, M.\u00a0A., Marron, J.\u00a0J.: P-sense: A participatory sensing system for air pollution monitoring and control. In: Proceedings of IEEE Percom Workshops\u201911, pp. 344\u2013347 (2011)","DOI":"10.1109\/PERCOMW.2011.5766902"},{"issue":"1","key":"8_CR13","doi-asserted-by":"publisher","first-page":"1","DOI":"10.2200\/S00271ED1V01Y201006CNT007","volume":"3","author":"MJ Neely","year":"2010","unstructured":"Neely, M.J.: Stochastic network optimization with application to communication and queueing systems. Synth. Lect. Commun. Netw. 3(1), 1\u2013211 (2010)","journal-title":"Synth. Lect. Commun. Netw."},{"key":"8_CR14","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511800481","volume-title":"Algorithmic Game Theory","author":"N Nisan","year":"2007","unstructured":"Nisan, N., Roughgarden, T., Tardos, E., Vazirani, V.V.: Algorithmic Game Theory, vol. 1. Cambridge University Press, Cambridge (2007)"},{"key":"8_CR15","doi-asserted-by":"crossref","unstructured":"Rana, R.K., Chou, C.T., Kanhere, S.S., Bulusu, N., Hu, W.: Ear-phone: an end-to-end participatory urban noise mapping system. In: Proceedings of IEEE IPSN\u201910, pp. 105\u2013116 (2010)","DOI":"10.1145\/1791212.1791226"},{"issue":"4","key":"8_CR16","doi-asserted-by":"publisher","first-page":"14","DOI":"10.1109\/MPRV.2009.82","volume":"8","author":"M Satyanarayanan","year":"2009","unstructured":"Satyanarayanan, M., Bahl, P., Davies, N.: The case for VM-based cloudlets in mobile computing. IEEE Pervasive Comput. 8(4), 14\u201323 (2009)","journal-title":"IEEE Pervasive Comput."},{"issue":"5","key":"8_CR17","doi-asserted-by":"publisher","first-page":"637","DOI":"10.1109\/JIOT.2016.2579198","volume":"3","author":"W Shi","year":"2016","unstructured":"Shi, W., Cao, J., Zhang, Q., Zhang, Q., Li, Y., Xu, L.: Edge computing: vision and challenges. IEEE Internet Things J. 3(5), 637\u2013646 (2016)","journal-title":"IEEE Internet Things J."},{"key":"8_CR18","doi-asserted-by":"crossref","unstructured":"Sun, Y., Zhou, S., Xu, J.: EMM: Energy-aware mobility management for mobile edge computing in ultra dense networks. IEEE J. Select. Areas Commun. PP(99), 1\u20131 (2017)","DOI":"10.1109\/JSAC.2017.2760160"},{"key":"8_CR19","doi-asserted-by":"crossref","unstructured":"Tan, H., Han, Z., Li, X., Lau, F.C.M.: Online job dispatching and scheduling in edge-clouds. In: IEEE Conference on Computer Communications (INFOCOM), pp.\u00a01\u20139, (2017)","DOI":"10.1109\/INFOCOM.2017.8057116"},{"key":"8_CR20","doi-asserted-by":"crossref","unstructured":"Wang, L., Zhang, D., Pathak, A., Chen, C., Xiong, H., Yang, D., Wang, Y.: Ccs-ta: Quality-guaranteed online task allocation in compressive crowdsensing. In: Proceedings of ACM Ubicomp\u201915, pp. 683\u2013694 (2015)","DOI":"10.1145\/2750858.2807513"},{"key":"8_CR21","unstructured":"Waze app. https:\/\/www.waze.com\/"},{"key":"8_CR22","unstructured":"World-wide smartphone users. https:\/\/www.statista.com\/statistics\/330695\/number-of-smartphone-users-worldwide\/"},{"key":"8_CR23","doi-asserted-by":"crossref","unstructured":"Xu, J., Chen, L., Ren, S.: Online learning for offloading and autoscaling in energy harvesting mobile edge computing. IEEE Trans. Cognit. Commun. Netw. PP(99) (2017)","DOI":"10.1109\/GLOCOM.2016.7842069"},{"key":"8_CR24","doi-asserted-by":"crossref","unstructured":"Xu, L., Hao, X., Lane, N.\u00a0D., Liu, X., Moscibroda, T.: Cost-aware compressive sensing for networked sensing systems. In: Proceedings of IEEE IPSN\u201915, pp. 130\u2013141 (2015a)","DOI":"10.1145\/2737095.2737105"},{"key":"8_CR25","doi-asserted-by":"crossref","unstructured":"Xu, L., Hao, X., Lane, N.\u00a0D., Liu, X., Moscibroda, T.: More with less: lowering user burden in mobile crowdsourcing through compressive sensing. In: Proceedings of ACM Ubicomp\u201915, pp. 659\u2013670 (2015b)","DOI":"10.1145\/2750858.2807523"},{"key":"8_CR26","doi-asserted-by":"crossref","unstructured":"Zheng ,Y., Liu, F., Hsieh, H.-P.: U-air: when urban air quality inference meets big data. In: Proceedings of ACM KDD\u201913, pp. 1436\u20131444 (2013)","DOI":"10.1145\/2487575.2488188"}],"container-title":["CCF Transactions on Networking"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s42045-018-0008-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s42045-018-0008-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s42045-018-0008-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,7]],"date-time":"2022-09-07T05:49:13Z","timestamp":1662529753000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s42045-018-0008-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,11,30]]},"references-count":26,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2019,6]]}},"alternative-id":["8"],"URL":"https:\/\/doi.org\/10.1007\/s42045-018-0008-8","relation":{},"ISSN":["2520-8462","2520-8470"],"issn-type":[{"value":"2520-8462","type":"print"},{"value":"2520-8470","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,11,30]]},"assertion":[{"value":"29 July 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"8 November 2018","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"30 November 2018","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}