{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T20:02:17Z","timestamp":1775073737474,"version":"3.50.1"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030301422","type":"print"},{"value":"9783030301439","type":"electronic"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"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":[[2019]]},"DOI":"10.1007\/978-3-030-30143-9_17","type":"book-chapter","created":{"date-parts":[[2019,11,26]],"date-time":"2019-11-26T19:02:53Z","timestamp":1574794973000},"page":"207-224","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":16,"title":["A Clustering-Based Approach to Efficient Resource Allocation in Fog Computing"],"prefix":"10.1007","author":[{"given":"Leila","family":"Shooshtarian","sequence":"first","affiliation":[]},{"given":"Dapeng","family":"Lan","sequence":"additional","affiliation":[]},{"given":"Amir","family":"Taherkordi","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,11,27]]},"reference":[{"key":"17_CR1","doi-asserted-by":"crossref","unstructured":"Aazam, M., Huh, E.: Dynamic resource provisioning through fog micro datacenter. In: PerCom Workshops, March 2015","DOI":"10.1109\/PERCOMW.2015.7134002"},{"issue":"1","key":"17_CR2","doi-asserted-by":"publisher","first-page":"48","DOI":"10.5815\/ijieeb.2016.01.06","volume":"8","author":"Swati Agarwal","year":"2016","unstructured":"Agarwal, S., Yadav, S., Kumar Yadav, A.: An efficient architecture and algorithm for resource provisioning in fog computing (2016)","journal-title":"International Journal of Information Engineering and Electronic Business"},{"key":"17_CR3","doi-asserted-by":"crossref","unstructured":"Bonomi, F., Milito, R., Zhu, J., Addepalli, S.: Fog computing and its role in the internet of things. In: MCC Workshop on Mobile Cloud Computing, MCC 2012 (2012)","DOI":"10.1145\/2342509.2342513"},{"issue":"1","key":"17_CR4","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1109\/JIOT.2016.2619369","volume":"4","author":"H Cai","year":"2017","unstructured":"Cai, H., Xu, B., Jiang, L., Vasilakos, A.V.: IoT-based big data storage systems in cloud computing: perspectives and challenges. IEEE Internet Things J. 4(1), 75\u201387 (2017)","journal-title":"IEEE Internet Things J."},{"issue":"9","key":"17_CR5","doi-asserted-by":"publisher","first-page":"8769","DOI":"10.1109\/TVT.2018.2846232","volume":"67","author":"X Chen","year":"2018","unstructured":"Chen, X., Li, W., Lu, S., Zhou, Z., Fu, X.: Efficient resource allocation for on-demand mobile-edge cloud computing. IEEE Trans. Veh. Technol. 67(9), 8769\u20138780 (2018)","journal-title":"IEEE Trans. Veh. Technol."},{"key":"17_CR6","unstructured":"Euclidean distance. http:\/\/en.wikipedia.org\/wiki\/Euclidean_distance . Accessed 2018"},{"issue":"9","key":"17_CR7","doi-asserted-by":"publisher","first-page":"1275","DOI":"10.1002\/spe.2509","volume":"47","author":"H Gupta","year":"2017","unstructured":"Gupta, H., et al.: iFogSim: a toolkit for modeling and simulation of resource management techniques in the internet of things, edge and fog computing environments. Softw. Pract. Exp. 47(9), 1275\u20131296 (2017)","journal-title":"Softw. Pract. Exp."},{"issue":"7","key":"17_CR8","doi-asserted-by":"publisher","first-page":"751","DOI":"10.1007\/s00607-014-0407-8","volume":"98","author":"A Hameed","year":"2016","unstructured":"Hameed, A., et al.: A survey and taxonomy on energy efficient resource allocation techniques for cloud computing systems. Computing 98(7), 751\u2013774 (2016)","journal-title":"Computing"},{"key":"17_CR9","unstructured":"Hong, C., Varghese, B.: Resource management in fog\/edge computing: a survey. CoRR, abs\/1810.00305 (2018)"},{"issue":"12","key":"17_CR10","doi-asserted-by":"publisher","first-page":"2510","DOI":"10.1109\/JSAC.2015.2478718","volume":"33","author":"J Kwak","year":"2015","unstructured":"Kwak, J., et al.: DREAM: dynamic resource and task allocation for energy minimization in mobile cloud systems. IEEE J. Sel. Areas Commun. 33(12), 2510\u20132523 (2015)","journal-title":"IEEE J. Sel. Areas Commun."},{"key":"17_CR11","doi-asserted-by":"publisher","DOI":"10.1007\/0-387-25465-X_15","volume-title":"Data Mining and Knowledge Discovery Handbook","author":"L Rokach","year":"2005","unstructured":"Rokach, L., Maimon, O.: Clustering methods. In: Maimon, O., Rokach, L. (eds.) Data Mining and Knowledge Discovery Handbook. Springer, Boston (2005). https:\/\/doi.org\/10.1007\/0-387-25465-X_15"},{"key":"17_CR12","doi-asserted-by":"crossref","unstructured":"Shaik, S., Baskiyar, S.: Hierarchical and autonomous fog architecture. In: Proceedings of the 47th International Conference on Parallel Processing Companion, ICPP (2018)","DOI":"10.1145\/3229710.3229740"},{"key":"17_CR13","doi-asserted-by":"crossref","unstructured":"Skarlat, O., Nardelli, M., Schulte, S., Dustdar, S.: Towards QoS-aware fog service placement. In: 2017 IEEE 1st International Conference on Fog and Edge Computing (ICFEC) (2017)","DOI":"10.1109\/ICFEC.2017.12"},{"key":"17_CR14","doi-asserted-by":"crossref","unstructured":"Taherkordi, A., Eliassen, F.: Poster abstract: data-centric IoT services provisioning in fog-cloud computing systems. In: 2017 IEEE\/ACM IoTDI (2017)","DOI":"10.1145\/3054977.3057295"},{"issue":"1","key":"17_CR15","doi-asserted-by":"publisher","first-page":"7","DOI":"10.1145\/3151006","volume":"19","author":"A Taherkordi","year":"2018","unstructured":"Taherkordi, A., Eliassen, F., Mcdonald, M., Horn, G.: Context-driven and real-time provisioning of data-centric IoT services in the cloud. ACM Trans. Internet Technol. 19(1), 7 (2018)","journal-title":"ACM Trans. Internet Technol."},{"key":"17_CR16","volume-title":"Introduction to Data Mining","author":"P-N Tan","year":"2005","unstructured":"Tan, P.-N., Steinbach, M., Kumar, V.: Introduction to Data Mining, 1st edn. Addison-Wesley Longman Publishing Co., Inc., Boston (2005)","edition":"1"},{"key":"17_CR17","doi-asserted-by":"crossref","unstructured":"Taneja, M., Davy, A.: Resource aware placement of IoT application modules in fog-cloud computing paradigm. In: 2017 IFIP\/IEEE Symposium on Integrated Network and Service Management (IM), pp. 1222\u20131228 (2017)","DOI":"10.23919\/INM.2017.7987464"},{"issue":"4","key":"17_CR18","doi-asserted-by":"publisher","first-page":"1002","DOI":"10.1109\/TPDS.2016.2604814","volume":"28","author":"S Wang","year":"2017","unstructured":"Wang, S., Urgaonkar, R., He, T., Chan, K., Zafer, M., Leung, K.K.: Dynamic service placement for mobile micro-clouds with predicted future costs. IEEE Trans. Parallel Distrib. Syst. 28(4), 1002\u20131016 (2017)","journal-title":"IEEE Trans. Parallel Distrib. Syst."}],"container-title":["Communications in Computer and Information Science","Pervasive Systems, Algorithms and Networks"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-30143-9_17","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,2,6]],"date-time":"2021-02-06T18:17:31Z","timestamp":1612635451000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-30143-9_17"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030301422","9783030301439"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-30143-9_17","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"27 November 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"I-SPAN","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Symposium on Pervasive Systems, Algorithms and Networks","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Naples","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","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":"16 September 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 September 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":"ispan2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/ispan2019.antares.cloud\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Open","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"89","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"24","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"8","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"27% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"-","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}