{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,8]],"date-time":"2025-04-08T07:05:29Z","timestamp":1744095929678,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":17,"publisher":"Springer Nature Singapore","isbn-type":[{"type":"print","value":"9789819771837"},{"type":"electronic","value":"9789819771844"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-981-97-7184-4_28","type":"book-chapter","created":{"date-parts":[[2024,8,22]],"date-time":"2024-08-22T06:41:16Z","timestamp":1724308876000},"page":"338-350","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Edge Dynamic Service Offloading Based on\u00a0Multi-agent Deep Q Learning"],"prefix":"10.1007","author":[{"given":"Jiatai","family":"Wang","sequence":"first","affiliation":[]},{"given":"Jiaen","family":"Zhou","sequence":"additional","affiliation":[]},{"given":"Ronghui","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Yunfeng","family":"Zhang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,8,21]]},"reference":[{"key":"28_CR1","doi-asserted-by":"publisher","first-page":"1706","DOI":"10.1109\/ACCESS.2017.2780087","volume":"6","author":"H El-Sayed","year":"2017","unstructured":"El-Sayed, H., et al.: Edge of things: the big picture on the integration of edge, IoT, and the cloud in a distributed computing environment. IEEE Access 6, 1706\u20131717 (2017)","journal-title":"IEEE Access"},{"key":"28_CR2","doi-asserted-by":"crossref","unstructured":"Caprolu, M., Di\u00a0Pietro, R., Lombardi, F., Raponi, S.: Edge computing perspectives: architectures, technologies, and open security issues, pp. 116\u2013123 (2019)","DOI":"10.1109\/EDGE.2019.00035"},{"issue":"6","key":"28_CR3","doi-asserted-by":"publisher","first-page":"1991","DOI":"10.1109\/TWC.2012.041912.110912","volume":"11","author":"D Huang","year":"2012","unstructured":"Huang, D., Wang, P., Niyato, D.: A dynamic offloading algorithm for mobile computing. IEEE Trans. Wirel. Commun. 11(6), 1991\u20131995 (2012)","journal-title":"IEEE Trans. Wirel. Commun."},{"issue":"6","key":"28_CR4","doi-asserted-by":"publisher","first-page":"854","DOI":"10.1109\/JIOT.2016.2584538","volume":"3","author":"M Chiang","year":"2016","unstructured":"Chiang, M., Zhang, T.: Fog and IoT: an overview of research opportunities. IEEE Internet Things J. 3(6), 854\u2013864 (2016)","journal-title":"IEEE Internet Things J."},{"issue":"11","key":"28_CR5","doi-asserted-by":"publisher","first-page":"2581","DOI":"10.1109\/TMC.2019.2928811","volume":"19","author":"L Huang","year":"2019","unstructured":"Huang, L., Bi, S., Zhang, Y.J.A.: Deep reinforcement learning for online computation offloading in wireless powered mobile-edge computing networks. IEEE Trans. Mob. Comput. 19(11), 2581\u20132593 (2019)","journal-title":"IEEE Trans. Mob. Comput."},{"issue":"1","key":"28_CR6","doi-asserted-by":"publisher","first-page":"856","DOI":"10.1109\/TVT.2018.2881191","volume":"68","author":"TX Tran","year":"2018","unstructured":"Tran, T.X., Pompili, D.: Joint task offloading and resource allocation for multi-server mobile-edge computing networks. IEEE Trans. Veh. Technol. 68(1), 856\u2013868 (2018)","journal-title":"IEEE Trans. Veh. Technol."},{"key":"28_CR7","doi-asserted-by":"crossref","unstructured":"Guo, S., Xiao, B., Yang, Y., Yang, Y.: Energy-efficient dynamic offloading and resource scheduling in mobile cloud computing. In: IEEE INFOCOM 2016-The 35th Annual IEEE International Conference on Computer Communications, pp. 1\u20139. IEEE (2016)","DOI":"10.1109\/INFOCOM.2016.7524497"},{"key":"28_CR8","doi-asserted-by":"crossref","unstructured":"Chen, M.H., Liang, B., Dong, M.: Joint offloading decision and resource allocation for multi-user multi-task mobile cloud. In: 2016 IEEE International Conference on Communications (ICC), pp. 1\u20136. IEEE (2016)","DOI":"10.1109\/ICC.2016.7510999"},{"key":"28_CR9","doi-asserted-by":"crossref","unstructured":"Xi, L., Sun, M., Zhou, H., Xu, Y., Wu, J., Li, Y.: Multi-agent deep reinforcement learning strategy for distributed energy. Measurement 185, 109,955 (2021)","DOI":"10.1016\/j.measurement.2021.109955"},{"key":"28_CR10","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":"4","key":"28_CR11","doi-asserted-by":"publisher","first-page":"974","DOI":"10.1109\/TPDS.2014.2316834","volume":"26","author":"X Chen","year":"2014","unstructured":"Chen, X.: Decentralized computation offloading game for mobile cloud computing. IEEE Trans. Parallel Distrib. Syst. 26(4), 974\u2013983 (2014)","journal-title":"IEEE Trans. Parallel Distrib. Syst."},{"issue":"2","key":"28_CR12","doi-asserted-by":"publisher","first-page":"1022","DOI":"10.1109\/TWC.2021.3100985","volume":"21","author":"Y Xu","year":"2021","unstructured":"Xu, Y., Zhang, H., Ji, H., Yang, L., Li, X., Leung, V.C.: Transaction throughput optimization for integrated blockchain and MEC system in IoT. IEEE Trans. Wirel. Commun. 21(2), 1022\u20131036 (2021)","journal-title":"IEEE Trans. Wirel. Commun."},{"issue":"2","key":"28_CR13","doi-asserted-by":"publisher","first-page":"344","DOI":"10.1109\/LCOMM.2017.2772254","volume":"22","author":"H He","year":"2017","unstructured":"He, H., Zhang, S., Zeng, Y., Zhang, R.: Joint altitude and beamwidth optimization for UAV-enabled multiuser communications. IEEE Commun. Lett. 22(2), 344\u2013347 (2017)","journal-title":"IEEE Commun. Lett."},{"issue":"4","key":"28_CR14","doi-asserted-by":"publisher","first-page":"2163","DOI":"10.1109\/JIOT.2020.3033521","volume":"8","author":"H Wu","year":"2020","unstructured":"Wu, H., Wolter, K., Jiao, P., Deng, Y., Zhao, Y., Xu, M.: EEDTO: an energy-efficient dynamic task offloading algorithm for blockchain-enabled IoT-edge-cloud orchestrated computing. IEEE Internet Things J. 8(4), 2163\u20132176 (2020)","journal-title":"IEEE Internet Things J."},{"issue":"1","key":"28_CR15","first-page":"5","volume":"5","author":"H Li","year":"2018","unstructured":"Li, H.: Multi-task offloading and resource allocation for energy-efficiency in mobile edge computing. Int. J. Comput. Tech. 5(1), 5\u201313 (2018)","journal-title":"Int. J. Comput. Tech."},{"key":"28_CR16","doi-asserted-by":"publisher","unstructured":"Wen, Y., Zhang, W., Luo, H.: Energy-optimal mobile application execution: taming resource-poor mobile devices with cloud clones. In: 2012 Proceedings IEEE INFOCOM, pp. 2716\u20132720. IEEE (2012). https:\/\/doi.org\/10.1109\/INFCOM.2012.6195626","DOI":"10.1109\/INFCOM.2012.6195626"},{"key":"28_CR17","unstructured":"Bertsekas, D.: Dynamic Programming and Optimal Control: Volume I, vol.\u00a04. Athena scientific (2012)"}],"container-title":["Lecture Notes in Computer Science","Advances in Swarm Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-97-7184-4_28","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,22]],"date-time":"2024-08-22T06:46:07Z","timestamp":1724309167000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-97-7184-4_28"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9789819771837","9789819771844"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-981-97-7184-4_28","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"21 August 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICSI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Swarm Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Xining","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":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 August 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25 August 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"swarm2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.iasei.org\/icsi2024\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}