{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T05:02:47Z","timestamp":1743051767534,"version":"3.40.3"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030677190"},{"type":"electronic","value":"9783030677206"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-3-030-67720-6_37","type":"book-chapter","created":{"date-parts":[[2021,2,1]],"date-time":"2021-02-01T16:05:17Z","timestamp":1612195517000},"page":"539-553","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Distributed Unsupervised Learning-Based Task Offloading for Mobile Edge Computing Systems"],"prefix":"10.1007","author":[{"given":"Jianming","family":"Wei","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qiuming","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shumin","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yiping","family":"Zeng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xin","family":"Xiong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,2,2]]},"reference":[{"issue":"2","key":"37_CR1","doi-asserted-by":"publisher","first-page":"281","DOI":"10.1007\/s10723-013-9255-6","volume":"11","author":"JA Shamsi","year":"2013","unstructured":"Shamsi, J.A., Khojaye, M.A., Qasmi, M.A.: Data-intensive cloud computing: requirements, expectations, challenges, and solutions. J. Grid Comput. 11(2), 281\u2013310 (2013)","journal-title":"J. Grid Comput."},{"key":"37_CR2","doi-asserted-by":"publisher","unstructured":"Syamkumar, M., Barford, P., Durairajan, R.: Deployment characteristics of \u201cthe edge\u201d in mobile edge computing. In: ACM Special Interest Group on Data Communication, Budapest, pp. 43\u201349 (2018). https:\/\/doi.org\/10.1145\/3229556.3229557","DOI":"10.1145\/3229556.3229557"},{"issue":"6","key":"37_CR3","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s11036-018-1177-x","volume":"23","author":"L Huang","year":"2018","unstructured":"Huang, L., Feng, X., Feng, A., Huang, Y., Qian, L.P.: Distributed deep learning-based offloading for mobile edge computing networks. Mobile Netw. Appl. 23(6), 1\u20138 (2018). https:\/\/doi.org\/10.1007\/s11036-018-1177-x","journal-title":"Mobile Netw. Appl."},{"key":"37_CR4","unstructured":"Madej, A., Wang, N., Athanasopoulos, N.: Priority-based Fair Scheduling in Edge Computing. arXiv Distributed, Parallel, and Cluster Computing (2018)"},{"issue":"4","key":"37_CR5","doi-asserted-by":"publisher","first-page":"458","DOI":"10.1109\/LWC.2017.2702747","volume":"6","author":"L Liang","year":"2017","unstructured":"Liang, L., Kim, J., Jha, S.C.: Spectrum and power allocation for vehicular communications with delayed CSI feedback. IEEE Wireless Commun. Lett. 6(4), 458\u2013461 (2017)","journal-title":"IEEE Wireless Commun. Lett."},{"issue":"5","key":"37_CR6","doi-asserted-by":"publisher","first-page":"2795","DOI":"10.1109\/TNET.2015.2487344","volume":"24","author":"X Chen","year":"2016","unstructured":"Chen, X., Jiao, L., Li, W.: Efficient multi-user computation offloading for mobile-edge cloud computing. IEEE ACM Trans. Netw. 24(5), 2795\u20132808 (2016)","journal-title":"IEEE ACM Trans. Netw."},{"key":"37_CR7","doi-asserted-by":"publisher","unstructured":"Zhao, H., Du, W., Liu, W.: QoE aware and cell capacity enhanced computation offloading for multi-server mobile edge computing systems with energy harvesting devices. In: IEEE SmartWorld, Ubiquitous Intelligence and Computing, Guangdong, pp. 671\u2013678 (2018). https:\/\/doi.org\/10.29007\/mq2s","DOI":"10.29007\/mq2s"},{"key":"37_CR8","doi-asserted-by":"publisher","unstructured":"Mao, Y., Zhang, J., Song, S.H.: Power-delay tradeoff in multi-user mobile-edge computing systems. In: IEEE Global Communications Conference, Washington, pp. 1\u20136 (2016). https:\/\/doi.org\/10.1109\/GLOCOM.2016.7842160","DOI":"10.1109\/GLOCOM.2016.7842160"},{"key":"37_CR9","doi-asserted-by":"publisher","unstructured":"Chen, M., Liang, B., Dong, M.: Joint offloading decision and resource allocation for multi-user multi-task mobile cloud. In: International Conference on Communications, Kuala Lumpur, pp. 1\u20136. Springer, Heidelberg (2016). https:\/\/doi.org\/10.1109\/ICC.2016.7510999","DOI":"10.1109\/ICC.2016.7510999"},{"issue":"6","key":"37_CR10","doi-asserted-by":"publisher","first-page":"4177","DOI":"10.1109\/TWC.2018.2821664","volume":"17","author":"BS Author","year":"2018","unstructured":"Author, B.S.: Computation rate maximization for wireless powered mobile-edge computing with binary computation offloading. IEEE Trans. Wireless Commun. 17(6), 4177\u20134190 (2018)","journal-title":"IEEE Trans. Wireless Commun."},{"key":"37_CR11","doi-asserted-by":"publisher","unstructured":"Chen, M., Liang, B., Dong, M.: A semidefinite relaxation approach to mobile cloud offloading with computing access point. In: International Workshop on Signal Processing Advances in Wireless Communications, Stockholm, pp. 186\u2013190. IEEE (2015). https:\/\/doi.org\/10.1109\/SPAWC.2015.7227025","DOI":"10.1109\/SPAWC.2015.7227025"},{"key":"37_CR12","series-title":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1007\/978-3-030-00557-3_4","volume-title":"Machine Learning and Intelligent Communications","author":"L Huang","year":"2018","unstructured":"Huang, L., Feng, X., Qian, L., Wu, Y.: Deep reinforcement learning-based task offloading and resource allocation for mobile edge computing. In: Meng, L., Zhang, Y. (eds.) MLICOM 2018. LNICST, vol. 251, pp. 33\u201342. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-030-00557-3_4"},{"issue":"1","key":"37_CR13","doi-asserted-by":"publisher","first-page":"96","DOI":"10.1109\/MNET.2018.1700202","volume":"32","author":"H Li","year":"2018","unstructured":"Li, H., Ota, K., Dong, M.: Learning IoT in edge: deep learning for the internet of things with edge computing. IEEE Network 32(1), 96\u2013101 (2018)","journal-title":"IEEE Network"},{"issue":"1","key":"37_CR14","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1016\/j.dcan.2018.10.003","volume":"5","author":"L Huang","year":"2019","unstructured":"Huang, L., Feng, X., Zhang, C.: Deep reinforcement learning-based joint task offloading and bandwidth allocation for multi-user mobile edge computing. Digital Commun. Netw. 5(1), 10\u201317 (2019)","journal-title":"Digital Commun. Netw."}],"container-title":["Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","Communications and Networking"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-67720-6_37","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,30]],"date-time":"2021-04-30T10:40:13Z","timestamp":1619779213000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-67720-6_37"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030677190","9783030677206"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-67720-6_37","relation":{},"ISSN":["1867-8211","1867-822X"],"issn-type":[{"type":"print","value":"1867-8211"},{"type":"electronic","value":"1867-822X"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"2 February 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ChinaCom","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Communications and Networking in China","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Hangzhou","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":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 November 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 November 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"chinacom2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/chinacom.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"confyplus.eai.eu","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"143","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":"54","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":"0","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":"38% - 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":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Due to COVID 19 pandemic the conference was held virtually.","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}