{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T13:05:13Z","timestamp":1742994313277,"version":"3.40.3"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030005627"},{"type":"electronic","value":"9783030005634"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-030-00563-4_72","type":"book-chapter","created":{"date-parts":[[2018,10,5]],"date-time":"2018-10-05T11:35:29Z","timestamp":1538739329000},"page":"738-747","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":10,"title":["A Proactive Caching Strategy Based on Deep Learning in EPC of 5G"],"prefix":"10.1007","author":[{"given":"FangYuan","family":"Lei","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"QinYun","family":"Dai","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jun","family":"Cai","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"HuiMin","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xun","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yan","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,10,6]]},"reference":[{"issue":"2","key":"72_CR1","doi-asserted-by":"publisher","first-page":"24","DOI":"10.1109\/MNET.2015.7064899","volume":"29","author":"P Ameigeiras","year":"2015","unstructured":"Ameigeiras, P., Ramos-Munoz, J.J., Schumacher, L., Prados-Garzon, J., Navarro-Ortiz, J., Lopez-Soler, J.M.: Link-level access cloud architecture design based on SDN for 5G networks. IEEE Netw. 29(2), 24\u201331 (2015)","journal-title":"IEEE Netw."},{"issue":"8","key":"72_CR2","doi-asserted-by":"publisher","first-page":"82","DOI":"10.1109\/MCOM.2014.6871674","volume":"52","author":"E Bastug","year":"2014","unstructured":"Bastug, E., Bennis, M., Debbah, M.: Living on the edge: the role of proactive caching in 5G wireless networks. IEEE Commun. Mag. 52(8), 82\u201389 (2014)","journal-title":"IEEE Commun. Mag."},{"key":"72_CR3","series-title":"Communications in Computer and Information Science","doi-asserted-by":"publisher","first-page":"343","DOI":"10.1007\/978-981-10-8108-8_32","volume-title":"Digital TV and Wireless Multimedia Communication","author":"H Cai","year":"2018","unstructured":"Cai, H., Zhang, Y., Wang, Y., Wang, X., Mei, J., Huang, Z.: Predicting relative popularity via an end-to-end multi-modality model. In: Zhai, G., Zhou, J., Yang, X. (eds.) IFTC 2017. CCIS, vol. 815, pp. 343\u2013353. Springer, Singapore (2018). https:\/\/doi.org\/10.1007\/978-981-10-8108-8_32"},{"key":"72_CR4","unstructured":"Cisco visual: Cisco visual networking index: Forecast and methodology 2016\u20132021 (2017)"},{"issue":"8","key":"72_CR5","doi-asserted-by":"publisher","first-page":"1309","DOI":"10.1109\/TCSVT.2014.2381471","volume":"25","author":"J Han","year":"2015","unstructured":"Han, J., Zhang, D., Hu, X., Guo, L., Ren, J., Wu, F.: Background prior-based salient object detection via deep reconstruction residual. IEEE Trans. Circ. Syst. Video Technol. 25(8), 1309\u20131321 (2015)","journal-title":"IEEE Trans. Circ. Syst. Video Technol."},{"issue":"18","key":"72_CR6","doi-asserted-by":"publisher","first-page":"2792","DOI":"10.1049\/iet-com.2017.0539","volume":"11","author":"Q Jia","year":"2017","unstructured":"Jia, Q., Xie, R., Huang, T., Liu, J., Liu, Y.: Efficient caching resource allocation for network slicing in 5G core network. IET Commun. 11(18), 2792\u20132799 (2017)","journal-title":"IET Commun."},{"key":"72_CR7","doi-asserted-by":"crossref","unstructured":"Katsaros, K.V., Glykantzis, V., Petropoulos, G.: Cache peering in multi-tenant 5G networks. In: 2017 IFIP\/IEEE Symposium on Integrated Network and Service Management (IM), pp. 1131\u20131134. IEEE (2017)","DOI":"10.23919\/INM.2017.7987446"},{"issue":"9","key":"72_CR8","doi-asserted-by":"publisher","first-page":"22","DOI":"10.1109\/MCOM.2016.7565183","volume":"54","author":"D Liu","year":"2016","unstructured":"Liu, D., Chen, B., Yang, C., Molisch, A.F.: Caching at the wireless edge: design aspects, challenges, and future directions. IEEE Commun. Mag. 54(9), 22\u201328 (2016)","journal-title":"IEEE Commun. Mag."},{"key":"72_CR9","doi-asserted-by":"crossref","unstructured":"Liu, Y., Point, J.C., Katsaros, K.V., Glykantzis, V., Siddiqui, M.S., Escalona, E.: SDN\/NFV based caching solution for future mobile network (5G). In: 2017 European Conference on Networks and Communications (EuCNC), pp. 1\u20135. IEEE (2017)","DOI":"10.1109\/EuCNC.2017.7980644"},{"issue":"1","key":"72_CR10","doi-asserted-by":"publisher","first-page":"236","DOI":"10.1109\/COMST.2015.2477041","volume":"18","author":"R Mijumbi","year":"2016","unstructured":"Mijumbi, R., Serrat, J., Gorricho, J.L., Bouten, N., De Turck, F., Boutaba, R.: Network function virtualization: state-of-the-art and research challenges. IEEE Commun. Surv. Tutor. 18(1), 236\u2013262 (2016)","journal-title":"IEEE Commun. Surv. Tutor."},{"issue":"3","key":"72_CR11","doi-asserted-by":"publisher","first-page":"1567","DOI":"10.1109\/COMST.2017.2690823","volume":"19","author":"VG Nguyen","year":"2017","unstructured":"Nguyen, V.G., Brunstrom, A., Grinnemo, K.J., Taheri, J.: SDN\/NFV-based mobile packet core network architectures: a survey. IEEE Commun. Surv. Tutor. 19(3), 1567\u20131602 (2017)","journal-title":"IEEE Commun. Surv. Tutor."},{"key":"72_CR12","doi-asserted-by":"publisher","first-page":"80","DOI":"10.1016\/j.comnet.2015.10.012","volume":"93","author":"S Ren","year":"2015","unstructured":"Ren, S., et al.: Design and analysis of collaborative EPC and RAN caching for LTE mobile networks. Computer Networks 93, 80\u201395 (2015)","journal-title":"Computer Networks"},{"key":"72_CR13","series-title":"LNCS (LNAI)","doi-asserted-by":"publisher","first-page":"136","DOI":"10.1007\/978-3-319-60438-1_14","volume-title":"ISMIS 2017","author":"W Stokowiec","year":"2017","unstructured":"Stokowiec, W., Trzci\u0144ski, T., Wo\u0142k, K., Marasek, K., Rokita, P.: Shallow reading with deep learning: predicting popularity of online content using only its title. In: Kryszkiewicz, M., Appice, A., \u015al\u0119zak, D., Rybinski, H., Skowron, A., Ra\u015b, Z.W. (eds.) ISMIS 2017. LNCS (LNAI), vol. 10352, pp. 136\u2013145. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-60438-1_14"},{"key":"72_CR14","doi-asserted-by":"crossref","unstructured":"Suksomboon, K., et al.: PopCache: Cache more or less based on content popularity for information-centric networking. In: 2013 IEEE 38th Conference on Local Computer Networks (LCN), pp. 236\u2013243. IEEE (2013)","DOI":"10.1109\/LCN.2013.6761239"},{"issue":"11","key":"72_CR15","doi-asserted-by":"publisher","first-page":"2561","DOI":"10.1109\/TMM.2017.2695439","volume":"19","author":"T Trzci\u0144ski","year":"2017","unstructured":"Trzci\u0144ski, T., Rokita, P.: Predicting popularity of online videos using support vector regression. IEEE Trans. Multimed. 19(11), 2561\u20132570 (2017)","journal-title":"IEEE Trans. Multimed."},{"issue":"2","key":"72_CR16","doi-asserted-by":"publisher","first-page":"131","DOI":"10.1109\/MCOM.2014.6736753","volume":"52","author":"X Wang","year":"2014","unstructured":"Wang, X., Chen, M., Taleb, T., Ksentini, A., Leung, V.: Cache in the air: exploiting content caching and delivery techniques for 5G systems. IEEE Commun. Mag. 52(2), 131\u2013139 (2014)","journal-title":"IEEE Commun. Mag."},{"key":"72_CR17","doi-asserted-by":"publisher","first-page":"68","DOI":"10.1016\/j.neucom.2018.01.076","volume":"287","author":"Z Wang","year":"2018","unstructured":"Wang, Z., Ren, J., Zhang, D., Sun, M., Jiang, J.: A deep-learning based feature hybrid framework for spatiotemporal saliency detection inside videos. Neurocomputing 287, 68\u201383 (2018)","journal-title":"Neurocomputing"},{"key":"72_CR18","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.neucom.2015.11.044","volume":"185","author":"J Zabalza","year":"2016","unstructured":"Zabalza, J., et al.: Novel segmented stacked autoencoder for effective dimensionality reduction and feature extraction in hyperspectral imaging. Neurocomputing 185, 1\u201310 (2016)","journal-title":"Neurocomputing"}],"container-title":["Lecture Notes in Computer Science","Advances in Brain Inspired Cognitive Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-00563-4_72","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,25]],"date-time":"2019-10-25T09:59:37Z","timestamp":1571997577000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-00563-4_72"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783030005627","9783030005634"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-00563-4_72","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"BICS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Brain Inspired Cognitive Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Xi'an","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 July 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 July 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"bics2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/bics2018.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}