{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,2]],"date-time":"2026-04-02T09:44:01Z","timestamp":1775123041882,"version":"3.50.1"},"reference-count":31,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2024,6,26]],"date-time":"2024-06-26T00:00:00Z","timestamp":1719360000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,6,26]],"date-time":"2024-06-26T00:00:00Z","timestamp":1719360000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100013058","name":"Jiangsu Provincial Key Research and Development Program","doi-asserted-by":"publisher","award":["No.BE2020084-4"],"award-info":[{"award-number":["No.BE2020084-4"]}],"id":[{"id":"10.13039\/501100013058","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["No.92067201"],"award-info":[{"award-number":["No.92067201"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Wireless Netw"],"published-print":{"date-parts":[[2025,1]]},"DOI":"10.1007\/s11276-024-03792-4","type":"journal-article","created":{"date-parts":[[2024,6,26]],"date-time":"2024-06-26T19:21:51Z","timestamp":1719429711000},"page":"899-913","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["D2D communication assisted edge computing based resource pricing and scheduling research in blockchain"],"prefix":"10.1007","volume":"31","author":[{"given":"Ludan","family":"Zhang","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7395-2676","authenticated-orcid":false,"given":"Xueyong","family":"Yu","sequence":"additional","affiliation":[]},{"given":"Jianing","family":"Song","sequence":"additional","affiliation":[]},{"given":"Hongbo","family":"Zhu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,6,26]]},"reference":[{"key":"3792_CR1","doi-asserted-by":"crossref","unstructured":"Xu, Y., Shao, J., Liu, J., Shen, Y., Taleb, T. & Shiratori, N. (2024). BWKA: A blockchain-based wide-area knowledge acquisition ecosystem. IEEE Transactions on Dependable and Secure Computing.","DOI":"10.1109\/TDSC.2024.3382031"},{"key":"3792_CR2","doi-asserted-by":"crossref","unstructured":"Teodoresc, M. H. M. & Teodorescu, H. N. (2023). IoT sensors with blockchain for control processes. Concept and Design Issues. In 2023 International Conference on Applied Electronics (AE), pp. 1\u20136, Pilsen, Czech Republic.","DOI":"10.1109\/AE58099.2023.10274238"},{"key":"3792_CR3","doi-asserted-by":"crossref","unstructured":"Anupama, B. S. & Sunitha, N. R. (2022). Analysis of the Consensus protocols used in blockchain networks\u2014An overview. In 2022 IEEE International Conference on Data Science and Information System (ICDSIS), pp. 1\u20136.","DOI":"10.1109\/ICDSIS55133.2022.9915929"},{"key":"3792_CR4","doi-asserted-by":"crossref","unstructured":"Nguyen, D. -L., Leyva-Mayorga, I. & Popovski, P. (2020). Witness-based approach for scaling distributed ledgers to massive IoT scenarios. In 2020 IEEE 6th World Forum on Internet of Things (WF-IoT), pp. 1\u20136.","DOI":"10.1109\/WF-IoT48130.2020.9221269"},{"key":"3792_CR5","doi-asserted-by":"crossref","unstructured":"Das, L., Ren, N., Awathare, V., Ribeiro, J., & Bellur, U. (2022). Tuxedo: Maximizing smart contract computation in pow blockchains. In: Proceedings of the ACM on Measurement and Analysis of Computing Systems. pp. 63\u201364.","DOI":"10.1145\/3489048.3522638"},{"issue":"2","key":"3792_CR6","doi-asserted-by":"publisher","first-page":"1432","DOI":"10.1109\/COMST.2020.2969706","volume":"22","author":"Y Xiao","year":"2020","unstructured":"Xiao, Y., Zhang, N., Lou, W., & Hou, Y. T. (2020). A survey of distributed consensus protocols for blockchain networks. IEEE Communications Surveys & Tutorials, 22(2), 1432\u20131465.","journal-title":"IEEE Communications Surveys & Tutorials"},{"issue":"1","key":"3792_CR7","doi-asserted-by":"publisher","first-page":"348","DOI":"10.1109\/TVT.2023.3309321","volume":"73","author":"H Gao","year":"2024","unstructured":"Gao, H., Wang, X., Wei, W., Al-Dulaimi, A., & Xu, Y. (2024). Com-DDPG: Task offloading based on multiagent reinforcement learning for information-communication-enhanced mobile edge computing in the internet of vehicles. IEEE Transactions on Vehicular Technology, 73(1), 348\u2013361.","journal-title":"IEEE Transactions on Vehicular Technology"},{"issue":"7","key":"3792_CR8","doi-asserted-by":"publisher","first-page":"9335","DOI":"10.1109\/TITS.2021.3105426","volume":"23","author":"X Yang","year":"2022","unstructured":"Yang, X., Xu, Y., Kuang, L., Wang, Z., Gao, H., & Wang, X. (2022). An information fusion approach to intelligent traffic signal control using the joint methods of multiagent reinforcement learning and artificial intelligence of things. IEEE Transactions on Intelligent Transportation Systems, 23(7), 9335\u20139345.","journal-title":"IEEE Transactions on Intelligent Transportation Systems"},{"issue":"4","key":"3792_CR9","doi-asserted-by":"publisher","first-page":"2226","DOI":"10.1109\/JIOT.2020.3035437","volume":"8","author":"Y He","year":"2021","unstructured":"He, Y., Wang, Y., Qiu, C., Lin, Q., Li, J., & Ming, Z. (2021). Blockchain-based edge computing resource allocation in IoT: A deep reinforcement learning approach. IEEE Internet of Things Journal, 8(4), 2226\u20132237.","journal-title":"IEEE Internet of Things Journal"},{"issue":"5","key":"3792_CR10","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 Internet of Things, 9(5), 3226\u20133237.","journal-title":"IEEE Internet of Things"},{"key":"3792_CR11","doi-asserted-by":"crossref","unstructured":"Khan, U. A., Chai, R., Tahir, M. J. & Almughalles, W. (2022). Joint resource allocation and computation offloading strategy for D2D-assisted and NOMA-based MEC systems. In 2020 30th International Telecommunication Networks and Applications Conference (ITNAC), pp. 1\u20137. Melbourne, VIC, Australia.","DOI":"10.1109\/ITNAC50341.2020.9315149"},{"issue":"99","key":"3792_CR12","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 Transactions on Vehicular Technology, 69(99), 4472\u20134486.","journal-title":"IEEE Transactions on Vehicular Technology"},{"key":"3792_CR13","doi-asserted-by":"crossref","unstructured":"Li, Y., Xu, G., Ge, J., Liu, P., Fu, X. & Jin, Z. (2022). Jointly optimizing helpers selection and resource allocation in D2D mobile edge computing. In 2020 IEEE Wireless Communications and Networking Conference (WCNC), pp. 1\u20136. Seoul, Korea (South).","DOI":"10.1109\/WCNC45663.2020.9120538"},{"issue":"18","key":"3792_CR14","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1108\/IJWIS-02-2022-0039","volume":"4","author":"J Liu","year":"2022","unstructured":"Liu, J., Wu, Z., Liu, J., & Zou, Y. (2022). Cost research of internet of things service architecture for random mobile users based on edge computing. International Journal of Web Information Systems, 4(18), 217\u2013235.","journal-title":"International Journal of Web Information Systems"},{"issue":"1","key":"3792_CR15","doi-asserted-by":"publisher","first-page":"1134","DOI":"10.1109\/TCE.2023.3339633","volume":"70","author":"H Gao","year":"2024","unstructured":"Gao, H., Qiu, B., Wang, Y., Yu, S., Xu, Y., & Wang, X. (2024). TBDB: token bucket-based dynamic batching for resource scheduling supporting neural network inference in intelligent consumer electronics. IEEE Transactions on Consumer Electronics, 70(1), 1134\u20131144.","journal-title":"IEEE Transactions on Consumer Electronics"},{"issue":"2","key":"3792_CR16","doi-asserted-by":"publisher","first-page":"534","DOI":"10.1109\/TCAD.2023.3314388","volume":"43","author":"W Liu","year":"2024","unstructured":"Liu, W., et al. (2024). Ace-Sniper: cloud-edge collaborative scheduling framework With DNN inference latency modeling on heterogeneous devices. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 43(2), 534\u2013547.","journal-title":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"},{"issue":"5","key":"3792_CR17","doi-asserted-by":"publisher","first-page":"2565","DOI":"10.3390\/s23052565","volume":"23","author":"D Yong","year":"2023","unstructured":"Yong, D., Liu, R., Jia, X., & Gu, Y. (2023). Joint optimization of multi-user partial offloading strategy and resource allocation strategy in D2D-enabled MEC. Sensors, 23(5), 2565.","journal-title":"Sensors"},{"issue":"7","key":"3792_CR18","first-page":"1468","volume":"34","author":"X Wu","year":"2022","unstructured":"Wu, X., & Liao, J. (2022). Game-based resource allocation and task offloading scheme in collaborative cloud-edge computing system. Journal of System Simulation, 34(7), 1468\u20131481.","journal-title":"Journal of System Simulation"},{"issue":"5","key":"3792_CR19","doi-asserted-by":"publisher","first-page":"3107","DOI":"10.1109\/TWC.2020.3047496","volume":"20","author":"H Xu","year":"2021","unstructured":"Xu, H., Huang, W., Zhou, Y., Yang, D., Li, M., & Han, Z. (2021). Edge computing resource allocation for unmanned aerial vehicle assisted mobile network with blockchain applications. IEEE Transactions on Wireless Communications, 20(5), 3107\u20133121.","journal-title":"IEEE Transactions on Wireless Communications"},{"issue":"5","key":"3792_CR20","doi-asserted-by":"publisher","first-page":"5549","DOI":"10.1109\/TVT.2020.2982000","volume":"69","author":"S Guo","year":"2020","unstructured":"Guo, S., Dai, Y., Guo, S., Qiu, X., & Qi, F. (2020). Blockchain meets edge computing: Stackelberg game and double auction based task offloading for mobile blockchain. IEEE Transactions on Vehicular Technology, 69(5), 5549\u20135561.","journal-title":"IEEE Transactions on Vehicular Technology"},{"issue":"11","key":"3792_CR21","doi-asserted-by":"publisher","first-page":"10113","DOI":"10.1109\/JIOT.2023.3236968","volume":"10","author":"Y Xu","year":"2023","unstructured":"Xu, Y., He, H., Liu, J., Shen, Y., Taleb, T., & Shirator, N. (2023). IDADET: iterative double-sided auction-based data-energy transaction ecosystem in internet of vehicles. IEEE Internet of Things Journal, 10(11), 10113\u201310130.","journal-title":"IEEE Internet of Things Journal"},{"key":"3792_CR22","doi-asserted-by":"crossref","unstructured":"Huang, H., Peng, K. & Liu, P. (2021). A privacy-aware stackelberg game approach for joint pricing, investment, computation offloading and resource allocation in MEC-enabled Smart Cities. 2021 IEEE International Conference on Web Services (ICWS), pp. 651\u2013656.","DOI":"10.1109\/ICWS53863.2021.00089"},{"issue":"2","key":"3792_CR23","first-page":"356","volume":"13","author":"Z Xiong","year":"2020","unstructured":"Xiong, Z., Kang, J., Niyato, D., Wang, P., & Poor, H. V. (2020). Cloud\/edge computing service management in blockchain networks: Multi-leader multi-follower game-based ADMM for pricing. IEEE Transactions on Services Computing, 13(2), 356\u2013367.","journal-title":"IEEE Transactions on Services Computing"},{"issue":"6","key":"3792_CR24","doi-asserted-by":"publisher","first-page":"2058","DOI":"10.1109\/TMC.2020.3035990","volume":"21","author":"S Jiang","year":"2022","unstructured":"Jiang, S., Li, X., & Wu, J. (2022). Multi-leader multi-follower Stackelberg game in mobile blockchain mining. IEEE Transactions on Mobile Computing, 21(6), 2058\u20132071.","journal-title":"IEEE Transactions on Mobile Computing"},{"key":"3792_CR25","doi-asserted-by":"crossref","unstructured":"Mi, X. & He, H. (2023). Multi-agent deep reinforcement learning for D2D-assisted MEC system with energy harvesting, In: 2023 25th International Conference on Advanced Communication Technology (ICACT) , pp. 145\u2013153, Pyeongchang, Korea.","DOI":"10.23919\/ICACT56868.2023.10079275"},{"issue":"8","key":"3792_CR26","doi-asserted-by":"publisher","first-page":"31","DOI":"10.23919\/JCC.2020.08.003","volume":"17","author":"D Wang","year":"2020","unstructured":"Wang, D., Tian, X., Cui, H., & Liu, Z. (2020). Reinforcement learning-based joint task offloading and migration schemes optimization in mobility-aware MEC network. China Communications, 17(8), 31\u201344.","journal-title":"China Communications"},{"issue":"4","key":"3792_CR27","doi-asserted-by":"publisher","first-page":"2483","DOI":"10.1109\/JIOT.2020.3033285","volume":"8","author":"G Yang","year":"2021","unstructured":"Yang, G., Hou, L., He, X., He, D., Chan, S., & Guizani, M. (2021). Offloading time optimization via Markov decision process in mobile-edge computing. IEEE Internet of Things Journal, 8(4), 2483\u20132493.","journal-title":"IEEE Internet of Things Journal"},{"issue":"01","key":"3792_CR28","first-page":"50","volume":"32","author":"SH Yang","year":"2024","unstructured":"Yang, S. H., Li, X. D., & Zhang, J. (2024). Derivation extension of lagrange polynomial interpolation and tts application in Cipher-text training neural network. Journal of Beijing Institute of Electronic Science and Technology, 32(01), 50\u201359.","journal-title":"Journal of Beijing Institute of Electronic Science and Technology"},{"key":"3792_CR29","unstructured":"Zhenchang Li, Zhongqin Li, Geomatics Fo (2018). Application of Lagrange Interpolation Method in BeiDou Satellite Precise Ephemeris Interpolation. GNSS World of China,"},{"issue":"6","key":"3792_CR30","doi-asserted-by":"publisher","first-page":"5171","DOI":"10.1109\/JIOT.2020.2977383","volume":"7","author":"Y Qu","year":"2020","unstructured":"Qu, Y., Gao, L., Luan, T. H., Xiang, Y., Yu, S., & Li, B. (2020). Decentralized privacy using blockchain-enabled federated learning in fog computing. IEEE Internet of Things Journal, 7(6), 5171\u20135183.","journal-title":"IEEE Internet of Things Journal"},{"key":"3792_CR31","doi-asserted-by":"crossref","unstructured":"Huang, S., Huang, H., Gao, G., Sun, Y., Du, Y. & Wu J. (2021). Stackelberg game based resource pricing and scheduling in edge-assisted blockchain networks. In: IEEE 18th International Conference on Mobile Ad Hoc and Smart Systems, pp. 289\u2013296. IEEE, Denver, CO.","DOI":"10.1109\/MASS52906.2021.00045"}],"container-title":["Wireless Networks"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11276-024-03792-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11276-024-03792-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11276-024-03792-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,4]],"date-time":"2025-02-04T09:32:45Z","timestamp":1738661565000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11276-024-03792-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,6,26]]},"references-count":31,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2025,1]]}},"alternative-id":["3792"],"URL":"https:\/\/doi.org\/10.1007\/s11276-024-03792-4","relation":{},"ISSN":["1022-0038","1572-8196"],"issn-type":[{"value":"1022-0038","type":"print"},{"value":"1572-8196","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,6,26]]},"assertion":[{"value":"3 June 2024","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"26 June 2024","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"All authors certify that they have no affiliations with or involvement in any organization or entity with any financial interest or non-financial interest in the subject matter or materials discussed in this manuscript.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}