{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T16:42:25Z","timestamp":1775666545030,"version":"3.50.1"},"reference-count":30,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2024,9,2]],"date-time":"2024-09-02T00:00:00Z","timestamp":1725235200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,9,2]],"date-time":"2024-09-02T00:00:00Z","timestamp":1725235200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61672465"],"award-info":[{"award-number":["61672465"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004731","name":"Natural Science Foundation of Zhejiang Province","doi-asserted-by":"publisher","award":["LZ22F020004"],"award-info":[{"award-number":["LZ22F020004"]}],"id":[{"id":"10.13039\/501100004731","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004731","name":"Natural Science Foundation of Zhejiang Province","doi-asserted-by":"publisher","award":["LZ22F020004"],"award-info":[{"award-number":["LZ22F020004"]}],"id":[{"id":"10.13039\/501100004731","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004731","name":"Natural Science Foundation of Zhejiang Province","doi-asserted-by":"publisher","award":["LZ22F020004"],"award-info":[{"award-number":["LZ22F020004"]}],"id":[{"id":"10.13039\/501100004731","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004731","name":"Natural Science Foundation of Zhejiang Province","doi-asserted-by":"publisher","award":["LZ22F020004"],"award-info":[{"award-number":["LZ22F020004"]}],"id":[{"id":"10.13039\/501100004731","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Peer-to-Peer Netw. Appl."],"published-print":{"date-parts":[[2024,11]]},"DOI":"10.1007\/s12083-024-01774-z","type":"journal-article","created":{"date-parts":[[2024,9,2]],"date-time":"2024-09-02T09:02:49Z","timestamp":1725267769000},"page":"3765-3779","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["D2D-assisted cooperative computation offloading and resource allocation in wireless-powered mobile edge computing networks"],"prefix":"10.1007","volume":"17","author":[{"given":"Xianzhong","family":"Tian","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuheng","family":"Shao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yujia","family":"Zou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Junxian","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,9,2]]},"reference":[{"key":"1774_CR1","unstructured":"Laricchia F (2023) Forecast number of mobile devices worldwide from 2020 to 2025 (in billions). https:\/\/www.statista.com\/statistics\/245501\/multiple-mobile-device-ownership-worldwide\/"},{"issue":"4","key":"1774_CR2","doi-asserted-by":"publisher","first-page":"2322","DOI":"10.1109\/COMST.2017.2745201","volume":"19","author":"Y Mao","year":"2017","unstructured":"Mao Y, You C, Zhang J, Huang K, Letaief KB (2017) A survey on mobile edge computing: The communication perspective. IEEE Commun Surv Tutor 19(4):2322\u20132358","journal-title":"IEEE Commun Surv Tutor"},{"key":"1774_CR3","unstructured":"Mobile Application Market Size, Share & Trends Analysis Report By Store Type (Google Store, Apple Store, Others), By Application, By Region, And Segment Forecasts, 2023 - 2030. https:\/\/www.grandviewresearch.com\/industry-analysis\/mobile-application-market"},{"issue":"4","key":"1774_CR4","doi-asserted-by":"publisher","first-page":"1178","DOI":"10.1109\/TC.2022.3193630","volume":"72","author":"B Qian","year":"2023","unstructured":"Qian B, Wen Z, Tang J, Yuan Y, Zomaya AY, Ranjan R (2023) Osmoticgate: Adaptive edge-based real-time video analytics for the internet of things. IEEE Trans Comput 72(4):1178\u20131193","journal-title":"IEEE Trans Comput"},{"issue":"8","key":"1774_CR5","doi-asserted-by":"publisher","first-page":"4924","DOI":"10.1109\/TWC.2017.2703901","volume":"16","author":"C Wang","year":"2017","unstructured":"Wang C, Liang C, Yu FR, Chen Q, Tang L (2017) Computation offloading and resource allocation in wireless cellular networks with mobile edge computing. IEEE Trans Wirel Commun 16(8):4924\u20134938","journal-title":"IEEE Trans Wirel Commun"},{"issue":"4","key":"1774_CR6","doi-asserted-by":"publisher","first-page":"178","DOI":"10.1109\/MWC.2019.1800440","volume":"26","author":"X Zhang","year":"2019","unstructured":"Zhang X, Chen H, Zhao Y, Ma Z, Xu Y, Huang H, Yin H, Wu DO (2019) Improving cloud gaming experience through mobile edge computing. IEEE Wirel Commun 26(4):178\u2013183","journal-title":"IEEE Wirel Commun"},{"issue":"11","key":"1774_CR7","doi-asserted-by":"publisher","first-page":"10813","DOI":"10.1109\/JIOT.2020.2988512","volume":"7","author":"H Yang","year":"2020","unstructured":"Yang H, Ye Y, Chu X, Dong M (2020) Resource and power allocation in swipt-enabled device-to-device communications based on a nonlinear energy harvesting model. IEEE Int Things J 7(11):10813\u201310825","journal-title":"IEEE Int Things J"},{"issue":"4","key":"1774_CR8","doi-asserted-by":"publisher","first-page":"2308","DOI":"10.1109\/TWC.2019.2963833","volume":"19","author":"J Huang","year":"2020","unstructured":"Huang J, Xing C-C, Guizani M (2020) Power allocation for d2d communications with swipt. IEEE Trans Wirel Commun 19(4):2308\u20132320","journal-title":"IEEE Trans Wirel Commun"},{"key":"1774_CR9","doi-asserted-by":"crossref","unstructured":"Hamdi M, Zaied M (2019) Resource allocation based on hybrid genetic algorithm and particle swarm optimization for d2d multicast communications. Appl Soft Comput 83:105605","DOI":"10.1016\/j.asoc.2019.105605"},{"issue":"2","key":"1774_CR10","doi-asserted-by":"publisher","first-page":"1138","DOI":"10.1109\/TWC.2020.3030889","volume":"20","author":"Y Sun","year":"2021","unstructured":"Sun Y, Zhou S, Niu Z (2021) Distributed task replication for vehicular edge computing: Performance analysis and learning-based algorithm. IEEE Trans Wirel Commun 20(2):1138\u20131151","journal-title":"IEEE Trans Wirel Commun"},{"issue":"12","key":"1774_CR11","doi-asserted-by":"publisher","first-page":"2635","DOI":"10.1109\/LWC.2022.3212677","volume":"11","author":"Y-H Xu","year":"2022","unstructured":"Xu Y-H, Zhou W, Zhang Y-G, Yu G (2022) Stochastic game for resource management in cellular zero-touch deterministic industrial m2m networks. IEEE Wirel Commun Lett 11(12):2635\u20132639","journal-title":"IEEE Wirel Commun Lett"},{"key":"1774_CR12","doi-asserted-by":"crossref","unstructured":"Li X, Zhang X, Huang T (2021) Asynchronous online service placement and task offloading for mobile edge computing. In: 2021 18th Annual IEEE international conference on sensing, communication, and networking (SECON), pp 1\u20139","DOI":"10.1109\/SECON52354.2021.9491595"},{"key":"1774_CR13","doi-asserted-by":"crossref","unstructured":"Taka H, He F, Oki E (2022) Service placement and user assignment in multi-access edge computing with base-station failure. In: 2022 IEEE\/ACM 30th international symposium on quality of service (IWQoS), pp 1\u201310","DOI":"10.1109\/IWQoS54832.2022.9812901"},{"issue":"1","key":"1774_CR14","doi-asserted-by":"publisher","first-page":"480","DOI":"10.1109\/TII.2022.3158974","volume":"19","author":"X Dai","year":"2023","unstructured":"Dai X, Xiao Z, Jiang H, Alazab M, Lui JCS, Dustdar S, Liu J (2023) Task co-offloading for d2d-assisted mobile edge computing in industrial internet of things. IEEE Trans Ind Inform 19(1):480\u2013490","journal-title":"IEEE Trans Ind Inform"},{"issue":"1","key":"1774_CR15","doi-asserted-by":"publisher","first-page":"1008","DOI":"10.1109\/JSYST.2022.3144159","volume":"17","author":"Y-H Xu","year":"2023","unstructured":"Xu Y-H, Li J-H, Zhou W, Chen C (2023) Learning-empowered resource allocation for air slicing in uav-assisted cellular v2x communications. IEEE Syst J 17(1):1008\u20131011","journal-title":"IEEE Syst J"},{"issue":"5","key":"1774_CR16","doi-asserted-by":"publisher","first-page":"3226","DOI":"10.1109\/JIOT.2021.3097754","volume":"9","author":"T Fang","year":"2022","unstructured":"Fang T, Yuan F, Ao L, Chen J (2022) Joint task offloading, d2d pairing, and resource allocation in device-enhanced mec: A potential game approach. IEEE Int Things J 9(5):3226\u20133237","journal-title":"IEEE Int Things J"},{"issue":"11","key":"1774_CR17","doi-asserted-by":"publisher","first-page":"9025","DOI":"10.1109\/JIOT.2021.3118016","volume":"9","author":"M Guo","year":"2022","unstructured":"Guo M, Wang W, Huang X, Chen Y, Zhang L, Chen L (2022) Lyapunov-based partial computation offloading for multiple mobile devices enabled by harvested energy in mec. IEEE Int Things J 9(11):9025\u20139035","journal-title":"IEEE Int Things J"},{"issue":"9","key":"1774_CR18","doi-asserted-by":"publisher","first-page":"7595","DOI":"10.1109\/TWC.2022.3159838","volume":"21","author":"M Zeng","year":"2022","unstructured":"Zeng M, Luo Y, Jiang H, Wang Y (2022) A joint cluster formation scheme with multilayer awareness for energy-harvesting supported d2d multicast communication. IEEE Trans Wirel Commun 21(9):7595\u20137608","journal-title":"IEEE Trans Wirel Commun"},{"issue":"6","key":"1774_CR19","doi-asserted-by":"publisher","first-page":"4177","DOI":"10.1109\/TWC.2018.2821664","volume":"17","author":"S Bi","year":"2018","unstructured":"Bi S, Zhang YJ (2018) Computation rate maximization for wireless powered mobile-edge computing with binary computation offloading. IEEE Trans Wirel Commun 17(6):4177\u20134190","journal-title":"IEEE Trans Wirel Commun"},{"issue":"12","key":"1774_CR20","doi-asserted-by":"publisher","first-page":"3590","DOI":"10.1109\/JSAC.2016.2611964","volume":"34","author":"Y Mao","year":"2016","unstructured":"Mao Y, Zhang J, Letaief KB (2016) Dynamic computation offloading for mobile-edge computing with energy harvesting devices. IEEE J Sel Areas Commun 34(12):3590\u20133605","journal-title":"IEEE J Sel Areas Commun"},{"issue":"8","key":"1774_CR21","doi-asserted-by":"publisher","first-page":"6018","DOI":"10.1109\/JIOT.2021.3110319","volume":"9","author":"M Hamdi","year":"2022","unstructured":"Hamdi M, Ben Hamed A, Yuan D, Zaied M (2022) Energy-efficient joint task assignment and power control in energy-harvesting d2d offloading communications. IEEE Int Things J 9(8):6018\u20136031","journal-title":"IEEE Int Things J"},{"issue":"3","key":"1774_CR22","doi-asserted-by":"publisher","first-page":"3460","DOI":"10.1109\/TNSM.2023.3243629","volume":"20","author":"J Mei","year":"2023","unstructured":"Mei J, Dai L, Tong Z, Deng X, Li K (2023) Throughput-aware dynamic task offloading under resource constant for mec with energy harvesting devices. IEEE Trans Netw Serv Manag 20(3):3460\u20133473","journal-title":"IEEE Trans Netw Serv Manag"},{"key":"1774_CR23","doi-asserted-by":"crossref","unstructured":"Mi X, He H, Shen H (2024) A multi-agent rl algorithm for dynamic task offloading in d2d-mec network with energy harvesting. Sensors 24(9)","DOI":"10.3390\/s24092779"},{"key":"1774_CR24","doi-asserted-by":"publisher","first-page":"109574","DOI":"10.1016\/j.comnet.2023.109574","volume":"223","author":"D Xu","year":"2023","unstructured":"Xu D, Xu D (2023) Cooperative task offloading and resource allocation for uav-enabled mobile edge computing systems. Comput Netw 223:109574","journal-title":"Comput Netw"},{"issue":"4","key":"1774_CR25","doi-asserted-by":"publisher","first-page":"4472","DOI":"10.1109\/TVT.2020.2978027","volume":"69","author":"U Saleem","year":"2020","unstructured":"Saleem U, Liu Y, Jangsher S, Tao X, Li Y (2020) Latency minimization for d2d-enabled partial computation offloading in mobile edge computing. IEEE Trans Veh Technol 69(4):4472\u20134486","journal-title":"IEEE Trans Veh Technol"},{"issue":"9","key":"1774_CR26","first-page":"5262","volume":"22","author":"S Zargari","year":"2023","unstructured":"Zargari S, Tellambura C, Herath S (2023) Energy-efficient hybrid offloading for backscatter-assisted wirelessly powered mec with reconfigurable intelligent surfaces. IEEE Trans Mob Comput 22(9):5262\u20135279","journal-title":"IEEE Trans Mob Comput"},{"issue":"12","key":"1774_CR27","doi-asserted-by":"publisher","first-page":"10515","DOI":"10.1109\/TWC.2022.3184953","volume":"21","author":"Z Yang","year":"2022","unstructured":"Yang Z, Bi S, Zhang Y-JA (2022) Dynamic offloading and trajectory control for uav-enabled mobile edge computing system with energy harvesting devices. IEEE Trans Wirel Commun 21(12):10515\u201310528","journal-title":"IEEE Trans Wirel Commun"},{"key":"1774_CR28","unstructured":"Schulman J, Wolski F, Dhariwal P, Radford A, Klimov O (2017) Proximal policy optimization algorithms. arXiv:1707.06347"},{"key":"1774_CR29","doi-asserted-by":"crossref","unstructured":"Ye D, Liu Z, Sun M, Shi B, Zhao P, Wu H, Yu H, Yang S, Wu X, Guo Q, Chen Q, Yin Y, Zhang H, Shi T, Wang L, Fu Q, Yang W, Huang L (2019) Mastering complex control in MOBA games with deep reinforcement learning. arXiv:1912.09729","DOI":"10.1609\/aaai.v34i04.6144"},{"key":"1774_CR30","unstructured":"Schulman J, Moritz P, Levine S, Jordan MI, Abbeel P (2016) High-dimensional continuous control using generalized advantage estimation. In: Bengio Y, LeCun Y(eds) 4th International conference on learning representations, ICLR 2016, San Juan, Puerto Rico, May 2-4, 2016, Conference Track Proceedings"}],"container-title":["Peer-to-Peer Networking and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12083-024-01774-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s12083-024-01774-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12083-024-01774-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,12]],"date-time":"2024-11-12T15:28:48Z","timestamp":1731425328000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s12083-024-01774-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,9,2]]},"references-count":30,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2024,11]]}},"alternative-id":["1774"],"URL":"https:\/\/doi.org\/10.1007\/s12083-024-01774-z","relation":{},"ISSN":["1936-6442","1936-6450"],"issn-type":[{"value":"1936-6442","type":"print"},{"value":"1936-6450","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,9,2]]},"assertion":[{"value":"26 December 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"5 August 2024","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"2 September 2024","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare no competing interests.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}},{"value":"The authors consented for the publication of report to the journal with subscription.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Consent to publish"}}]}}