{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,11]],"date-time":"2024-09-11T18:45:25Z","timestamp":1726080325621},"publisher-location":"Cham","reference-count":37,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030443214"},{"type":"electronic","value":"9783030443221"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"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":[[2020]]},"DOI":"10.1007\/978-3-030-44322-1_11","type":"book-chapter","created":{"date-parts":[[2020,4,17]],"date-time":"2020-04-17T14:04:25Z","timestamp":1587132265000},"page":"139-150","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Test Recommendation for Service Validation in 5G Networks"],"prefix":"10.1007","author":[{"given":"Marios","family":"Touloupos","sequence":"first","affiliation":[]},{"given":"Evgenia","family":"Kapassa","sequence":"additional","affiliation":[]},{"given":"Dimosthenis","family":"Kyriazis","sequence":"additional","affiliation":[]},{"given":"Klitos","family":"Christodoulou","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,4,18]]},"reference":[{"issue":"2","key":"11_CR1","doi-asserted-by":"publisher","first-page":"21301","DOI":"10.1007\/s11432-018-9596-5","volume":"62","author":"X You","year":"2019","unstructured":"You, X., et al.: AI for 5G: research directions and paradigms. Sci. China Inf. Sci. 62(2), 21301 (2019)","journal-title":"Sci. China Inf. Sci."},{"issue":"6","key":"11_CR2","doi-asserted-by":"publisher","first-page":"1065","DOI":"10.1109\/JSAC.2014.2328098","volume":"32","author":"JG Andrews","year":"2014","unstructured":"Andrews, J.G., et al.: What will 5G be? IEEE J. Sel. Areas Commun. 32(6), 1065\u20131082 (2014)","journal-title":"IEEE J. Sel. Areas Commun."},{"issue":"4","key":"11_CR3","doi-asserted-by":"publisher","first-page":"84","DOI":"10.1109\/MCOM.2016.7452271","volume":"54","author":"S Abdelwahab","year":"2016","unstructured":"Abdelwahab, S., et al.: Network function virtualization in 5G. IEEE Commun. Mag. 54(4), 84\u201391 (2016)","journal-title":"IEEE Commun. Mag."},{"issue":"3","key":"11_CR4","doi-asserted-by":"publisher","first-page":"1617","DOI":"10.1109\/COMST.2016.2532458","volume":"18","author":"M Agiwal","year":"2016","unstructured":"Agiwal, M., Roy, A., Saxena, N.: Next generation 5G wireless networks: a comprehensive survey. IEEE Commun. Surv. Tutorials 18(3), 1617\u20131655 (2016)","journal-title":"IEEE Commun. Surv. Tutorials"},{"key":"11_CR5","doi-asserted-by":"publisher","first-page":"1206","DOI":"10.1109\/ACCESS.2015.2461602","volume":"3","author":"A Gupta","year":"2015","unstructured":"Gupta, A., Jha, R.K.: A survey of 5G network: architecture and emerging technologies. IEEE Access 3, 1206\u20131232 (2015)","journal-title":"IEEE Access"},{"issue":"2","key":"11_CR6","doi-asserted-by":"publisher","first-page":"68","DOI":"10.1109\/MWC.2013.6507396","volume":"20","author":"S Sun","year":"2013","unstructured":"Sun, S., Yanhong, J., Yamao, Y.: Overlay cognitive radio OFDM system for 4G cellular networks. IEEE Wirel. Commun. 20(2), 68\u201373 (2013)","journal-title":"IEEE Wirel. Commun."},{"issue":"3","key":"11_CR7","doi-asserted-by":"publisher","first-page":"68","DOI":"10.1109\/MNET.2015.7113228","volume":"29","author":"C Liang","year":"2015","unstructured":"Liang, C., Yu, F.R., Zhang, X.: Information-centric network function virtualization over 5G mobile wireless networks. IEEE Network 29(3), 68\u201374 (2015)","journal-title":"IEEE Network"},{"key":"11_CR8","doi-asserted-by":"publisher","first-page":"2055","DOI":"10.1109\/ACCESS.2015.2489930","volume":"3","author":"A Aissioui","year":"2015","unstructured":"Aissioui, A., et al.: Toward elastic distributed SDN\/NFV controller for 5G mobile cloud management systems. IEEE Access 3, 2055\u20132064 (2015)","journal-title":"IEEE Access"},{"key":"11_CR9","doi-asserted-by":"publisher","first-page":"66","DOI":"10.1016\/j.comnet.2015.10.013","volume":"93","author":"IF Akyildiz","year":"2015","unstructured":"Akyildiz, I.F., Lin, S.-C., Wang, P.: Wireless software-defined networks (W- SDNs) and network function virtualization (NFV) for 5G cellular systems: An overview and qualitative evaluation. Comput. Netw. 93, 66\u201379 (2015)","journal-title":"Comput. Netw."},{"issue":"4","key":"11_CR10","doi-asserted-by":"publisher","first-page":"1562","DOI":"10.1109\/TNET.2018.2842798","volume":"26","author":"T-W Kuo","year":"2018","unstructured":"Kuo, T.-W., et al.: Deploying chains of virtual network functions: on the relation between link and server usage. IEEE\/ACM Trans. Network. (TON) 26(4), 1562\u20131576 (2018)","journal-title":"IEEE\/ACM Trans. Network. (TON)"},{"key":"11_CR11","unstructured":"SDxCentral Staff: What is a Virtual Network Function or VNF? (2014). \nhttps:\/\/www.sdxcentral.com\/networking\/nfv\/definitions\/virtual-network-function\/"},{"key":"11_CR12","unstructured":"Virtual Network Function (2019). \nhttps:\/\/www.thefastmode.com\/wiki-networking\/5499-virtual-network-function-vnf"},{"key":"11_CR13","unstructured":"Hoban, A.: OSM Release TWO, A Technical Overview. ETSI OSM Community White Paper (2017)"},{"key":"11_CR14","unstructured":"Open Orchestrator Project and Linux Foundation: Open-O (2017). \nhttps:\/\/www.open-o.org"},{"key":"11_CR15","doi-asserted-by":"crossref","unstructured":"Xilouris, G., et al.: T-NOVA: a marketplace for virtualized network functions. In: 2014 European Conference on Networks and Communications (EuCNC). IEEE (2014)","DOI":"10.1109\/EuCNC.2014.6882687"},{"key":"11_CR16","doi-asserted-by":"crossref","unstructured":"Zhao, M., et al.: Verification and validation framework for 5g network services and apps. In: 2017 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). IEEE (2017)","DOI":"10.1109\/NFV-SDN.2017.8169878"},{"key":"11_CR17","unstructured":"The what, when, and how of network validation (2019). \nhttps:\/\/www.intentionet.com\/blog\/the-what-when-and-how-of-network-validation\/"},{"key":"11_CR18","unstructured":"The software that empowers network professionals. \nhttps:\/\/www.gns3.com\/"},{"key":"11_CR19","unstructured":"vrnetlab - VR Network Lab. \nhttps:\/\/github.com\/plajjan\/vrnetlab"},{"key":"11_CR20","unstructured":"Rocca, B.: Introduction to recommender systems: Overview of some major recommendation algorithms (2019). \nhttps:\/\/towardsdatascience.com\/introduction-to-recommender-systems-6c66cf15ada"},{"issue":"1","key":"11_CR21","doi-asserted-by":"publisher","first-page":"286","DOI":"10.1109\/MCOM.2015.7010547","volume":"53","author":"F Zaman","year":"2015","unstructured":"Zaman, F., et al.: A recommender system architecture for predictive telecom network management. IEEE Commun. Mag. 53(1), 286\u2013293 (2015)","journal-title":"IEEE Commun. Mag."},{"key":"11_CR22","series-title":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","doi-asserted-by":"publisher","first-page":"151","DOI":"10.1007\/978-3-030-30146-0_11","volume-title":"Collaborative Computing: Networking, Applications and Worksharing","author":"Z Bi","year":"2019","unstructured":"Bi, Z., Zhou, S., Yang, X., Zhou, P., Wu, J.: An approach for item recommendation using deep neural network combined with the bayesian personalized ranking. In: Wang, X., Gao, H., Iqbal, M., Min, G. (eds.) CollaborateCom 2019. LNICST, vol. 292, pp. 151\u2013165. Springer, Cham (2019). \nhttps:\/\/doi.org\/10.1007\/978-3-030-30146-0_11"},{"key":"11_CR23","series-title":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","doi-asserted-by":"publisher","first-page":"133","DOI":"10.1007\/978-3-030-30146-0_10","volume-title":"Collaborative Computing: Networking, Applications and Worksharing","author":"Y Gan","year":"2019","unstructured":"Gan, Y., Xiang, Y., Zou, G., Miao, H., Zhang, B.: Multi-label recommendation of web services with the combination of deep neural networks. In: Wang, X., Gao, H., Iqbal, M., Min, G. (eds.) CollaborateCom 2019. LNICST, vol. 292, pp. 133\u2013150. Springer, Cham (2019). \nhttps:\/\/doi.org\/10.1007\/978-3-030-30146-0_10"},{"key":"11_CR24","doi-asserted-by":"crossref","unstructured":"Liang, T., et al.: Exploiting heterogeneous information for tag recommendation in API management. In: 2016 IEEE International Conference on Web Services (ICWS). IEEE (2016)","DOI":"10.1109\/ICWS.2016.63"},{"key":"11_CR25","doi-asserted-by":"crossref","unstructured":"Soenen, T., et al.: Insights from SONATA: implementing and integrating a microservice-based NFV service platform with a DevOps methodology. In: NOMS 2018-2018 IEEE\/IFIP Network Operations and Management Symposium. IEEE (2018)","DOI":"10.1109\/NOMS.2018.8406139"},{"key":"11_CR26","doi-asserted-by":"crossref","unstructured":"Twamley, P., et al.: 5Gtango: an approach for testing NFV deployments. In: 2018 European Conference on Networks and Communications (EuCNC). IEEE (2018)","DOI":"10.1109\/EuCNC.2018.8442844"},{"issue":"1","key":"11_CR27","doi-asserted-by":"publisher","first-page":"98","DOI":"10.1109\/MCOM.2016.7378433","volume":"54","author":"R Mijumbi","year":"2016","unstructured":"Mijumbi, R., et al.: Management and orchestration challenges in network functions virtualization. IEEE Commun. Mag. 54(1), 98\u2013105 (2016)","journal-title":"IEEE Commun. Mag."},{"issue":"8","key":"11_CR28","doi-asserted-by":"publisher","first-page":"138","DOI":"10.1109\/MCOM.2017.1600940","volume":"55","author":"H Zhang","year":"2017","unstructured":"Zhang, H., et al.: Network slicing based 5G and future mobile networks: mobility, resource management, and challenges. IEEE Commun. Mag. 55(8), 138\u2013145 (2017)","journal-title":"IEEE Commun. Mag."},{"key":"11_CR29","doi-asserted-by":"crossref","unstructured":"Vaishnavi, I., et al.: Realizing services and slices across multiple operator domains. In: NOMS 2018-2018 IEEE\/IFIP Network Operations and Management Symposium. IEEE (2018)","DOI":"10.1109\/NOMS.2018.8406168"},{"key":"11_CR30","doi-asserted-by":"crossref","unstructured":"Alleg, A., et al.: Delay-aware VNF placement and chaining based on a flexible resource allocation approach. In: 2017 13th International Conference on Network and Service Management (CNSM). IEEE (2017)","DOI":"10.23919\/CNSM.2017.8255993"},{"key":"11_CR31","doi-asserted-by":"crossref","unstructured":"Khodapanah, B., et al.: Fulfillment of service level agreements via slice-aware radio resource management in 5G networks. In: 2018 IEEE 87th Vehicular Technology Conference (VTC Spring). IEEE (2018)","DOI":"10.1109\/VTCSpring.2018.8417711"},{"key":"11_CR32","unstructured":"Open Network Automation Platform (2019). \nhttps:\/\/www.onap.org"},{"key":"11_CR33","unstructured":"Open Source MANO (2019). \nhttps:\/\/osm.etsi.org\/"},{"issue":"4","key":"11_CR34","doi-asserted-by":"publisher","first-page":"1186","DOI":"10.1016\/j.chb.2012.02.001","volume":"28","author":"ER N\u00fa\u00f1ez-Vald\u00e9z","year":"2012","unstructured":"N\u00fa\u00f1ez-Vald\u00e9z, E.R., et al.: Implicit feedback techniques on recommender systems applied to electronic books.\u201d. Comput. Hum. Behav. 28(4), 1186\u20131193 (2012)","journal-title":"Comput. Hum. Behav."},{"key":"11_CR35","doi-asserted-by":"crossref","unstructured":"Oku, K., Kotera, R., Sumiya, K.: Geographical recommender system based on interaction between map operation and category selection. In: Proceedings of the 1st International Workshop on Information Heterogeneity and Fusion in Recommender Systems. ACM (2010)","DOI":"10.1145\/1869446.1869458"},{"issue":"9","key":"11_CR36","doi-asserted-by":"publisher","first-page":"1503","DOI":"10.1016\/j.ins.2011.01.012","volume":"181","author":"J Serrano-Guerrero","year":"2011","unstructured":"Serrano-Guerrero, J., et al.: A Google wave-based fuzzy recommender system to disseminate information in University Digital Libraries 2.0. Inf. Sci. 181(9), 1503\u20131516 (2011)","journal-title":"Inf. Sci."},{"key":"11_CR37","doi-asserted-by":"crossref","unstructured":"Tsvetkov, T., et al.: A configuration management assessment method for SON verification. In: 2014 11th International Symposium on Wireless Communications Systems (ISWCS). IEEE (2014)","DOI":"10.1109\/ISWCS.2014.6933382"}],"container-title":["Lecture Notes in Business Information Processing","Information Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-44322-1_11","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,4,17]],"date-time":"2020-04-17T14:37:58Z","timestamp":1587134278000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-44322-1_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030443214","9783030443221"],"references-count":37,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-44322-1_11","relation":{},"ISSN":["1865-1348","1865-1356"],"issn-type":[{"type":"print","value":"1865-1348"},{"type":"electronic","value":"1865-1356"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"18 April 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"EMCIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"European, Mediterranean, and Middle Eastern Conference on Information Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Dubai","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"United Arab Emirates","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9 December 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10 December 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"emcis2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/emcis.eu\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}