{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T04:40:55Z","timestamp":1772080855362,"version":"3.50.1"},"reference-count":49,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2024,7,30]],"date-time":"2024-07-30T00:00:00Z","timestamp":1722297600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,7,30]],"date-time":"2024-07-30T00:00:00Z","timestamp":1722297600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"name":"Postgraduate Scientific Research and Innovation Foundation of Chongqing","award":["CYB22064"],"award-info":[{"award-number":["CYB22064"]}]},{"name":"Postgraduate Scientific Research and Innovation Foundation of Chongqing","award":["CYB22064"],"award-info":[{"award-number":["CYB22064"]}]},{"name":"Postgraduate Scientific Research and Innovation Foundation of Chongqing","award":["CYB22064"],"award-info":[{"award-number":["CYB22064"]}]},{"name":"Postgraduate Scientific Research and Innovation Foundation of Chongqing","award":["CYB22064"],"award-info":[{"award-number":["CYB22064"]}]},{"name":"Postgraduate Scientific Research and Innovation Foundation of Chongqing","award":["CYB22064"],"award-info":[{"award-number":["CYB22064"]}]},{"name":"Foundation of Yunnan Key Laboratory of Science Computing","award":["YNSC23104"],"award-info":[{"award-number":["YNSC23104"]}]},{"name":"Science Foundation of Chongqing","award":["CSTB2023NSCQ-MSX0782"],"award-info":[{"award-number":["CSTB2023NSCQ-MSX0782"]}]},{"name":"Science Foundation of Chongqing","award":["CSTB2023NSCQ-MSX0782"],"award-info":[{"award-number":["CSTB2023NSCQ-MSX0782"]}]},{"name":"Key Research and Development Project of Henan Province","award":["231111211900"],"award-info":[{"award-number":["231111211900"]}]},{"name":"Key Research projects of Henan Colleges and Universities","award":["24A520005"],"award-info":[{"award-number":["24A520005"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Wireless Netw"],"published-print":{"date-parts":[[2025,2]]},"DOI":"10.1007\/s11276-024-03820-3","type":"journal-article","created":{"date-parts":[[2024,8,6]],"date-time":"2024-08-06T08:49:17Z","timestamp":1722934157000},"page":"1241-1254","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Ets-ddpg: an energy-efficient and QoS-guaranteed edge task scheduling approach based on deep reinforcement learning"],"prefix":"10.1007","volume":"31","author":[{"given":"Jiale","family":"Zhao","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yunni","family":"Xia","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaoning","family":"Sun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tingyan","family":"Long","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qinglan","family":"Peng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shangzhi","family":"Guo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fei","family":"Meng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yumin","family":"Dong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qing","family":"Xia","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,7,30]]},"reference":[{"issue":"4","key":"3820_CR1","doi-asserted-by":"publisher","first-page":"522","DOI":"10.1109\/TSMC.2016.2606400","volume":"48","author":"W Fang","year":"2016","unstructured":"Fang, W., Yao, X., Zhao, X., Yin, J., & Xiong, N. (2016). A stochastic control approach to maximize profit on service provisioning for mobile cloudlet platforms. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 48(4), 522\u2013534. https:\/\/doi.org\/10.1109\/TSMC.2016.2606400","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics: Systems"},{"issue":"5","key":"3820_CR2","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1109\/MCC.2016.112","volume":"3","author":"M Fazio","year":"2016","unstructured":"Fazio, M., Celesti, A., Ranjan, R., Liu, C., Chen, L., & Villari, M. (2016). Open issues in scheduling microservices in the cloud. IEEE Cloud Computing, 3(5), 81\u201388. https:\/\/doi.org\/10.1109\/MCC.2016.112","journal-title":"IEEE Cloud Computing"},{"issue":"6481","key":"3820_CR3","doi-asserted-by":"publisher","first-page":"984","DOI":"10.1126\/science.aba3758","volume":"367","author":"E Masanet","year":"2020","unstructured":"Masanet, E., Shehabi, A., Lei, N., Smith, S., & Koomey, J. (2020). Recalibrating global data center energy-use estimates. Science, 367(6481), 984\u2013986. https:\/\/doi.org\/10.1126\/science.aba3758","journal-title":"Science"},{"issue":"10","key":"3820_CR4","doi-asserted-by":"publisher","first-page":"1955","DOI":"10.1109\/LCOMM.2016.2598535","volume":"20","author":"A Kiani","year":"2016","unstructured":"Kiani, A., & Ansari, N. (2016). A fundamental tradeoff between total and brown power consumption in geographically dispersed data centers. IEEE Communications Letters, 20(10), 1955\u20131958. https:\/\/doi.org\/10.1109\/LCOMM.2016.2598535","journal-title":"IEEE Communications Letters"},{"issue":"5","key":"3820_CR5","doi-asserted-by":"publisher","first-page":"1207","DOI":"10.1109\/JSAC.2016.2545384","volume":"34","author":"Z Zhao","year":"2016","unstructured":"Zhao, Z., Peng, M., Ding, Z., Wang, W., & Poor, H. V. (2016). Cluster content caching: An energy-efficient approach to improve quality of service in cloud radio access networks. IEEE Journal on Selected Areas in Communications, 34(5), 1207\u20131221. https:\/\/doi.org\/10.1109\/JSAC.2016.2545384","journal-title":"IEEE Journal on Selected Areas in Communications"},{"key":"3820_CR6","doi-asserted-by":"publisher","DOI":"10.1109\/TIV.2023.3321679","author":"P Li","year":"2023","unstructured":"Li, P., Xiao, Z., Wang, X., Huang, K., Huang, Y., & Gao, H. (2023). Eptask: Deep reinforcement learning based energy-efficient and priority-aware task scheduling for dynamic vehicular edge computing. IEEE Transactions on Intelligent Vehicles. https:\/\/doi.org\/10.1109\/TIV.2023.3321679","journal-title":"IEEE Transactions on Intelligent Vehicles"},{"issue":"3","key":"3820_CR7","doi-asserted-by":"publisher","first-page":"387","DOI":"10.1109\/TCC.2015.2415798","volume":"3","author":"J Luo","year":"2015","unstructured":"Luo, J., Rao, L., & Liu, X. (2015). Spatio-temporal load balancing for energy cost optimization in distributed internet data centers. IEEE Transactions on Cloud Computing, 3(3), 387\u2013397. https:\/\/doi.org\/10.1109\/TCC.2015.2415798","journal-title":"IEEE Transactions on Cloud Computing"},{"issue":"1","key":"3820_CR8","doi-asserted-by":"publisher","first-page":"2","DOI":"10.1108\/IJWIS-10-2015-0031","volume":"12","author":"M Nosrati","year":"2016","unstructured":"Nosrati, M., & Karimi, R. (2016). Energy efficient and latency optimized media resource allocation. International Journal of Web Information Systems, 12(1), 2\u201317. https:\/\/doi.org\/10.1108\/IJWIS-10-2015-0031","journal-title":"International Journal of Web Information Systems"},{"key":"3820_CR9","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1016\/j.future.2022.10.015","volume":"141","author":"C Wu","year":"2023","unstructured":"Wu, C., Peng, Q., Xia, Y., Jin, Y., & Hu, Z. (2023). Towards cost-effective and robust ai microservice deployment in edge computing environments. Future Generation Computer Systems, 141, 129\u2013142. https:\/\/doi.org\/10.1016\/j.future.2022.10.015","journal-title":"Future Generation Computer Systems"},{"key":"3820_CR10","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3366506","author":"H Zeng","year":"2024","unstructured":"Zeng, H., Zhu, Z., Wang, Y., Xiang, Z., & Gao, H. (2024). Periodic collaboration and real-time dispatch using an actor-critic framework for uav movement in mobile edge computing. IEEE Internet of Things Journal. https:\/\/doi.org\/10.1109\/JIOT.2024.3366506","journal-title":"IEEE Internet of Things Journal"},{"key":"3820_CR11","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2024.3372940","author":"H Gao","year":"2024","unstructured":"Gao, H., Shao, J., Iqbal, M., Wang, Y., & Xiang, Z. (2024). Cfpc: The curbed fake point collector to pseudo-lidar-based 3d object detection for autonomous vehicles. IEEE Transactions on Vehicular Technology. https:\/\/doi.org\/10.1109\/TVT.2024.3372940","journal-title":"IEEE Transactions on Vehicular Technology"},{"issue":"3","key":"3820_CR12","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1007\/s10922-023-09743-2","volume":"31","author":"Z Huang","year":"2023","unstructured":"Huang, Z., Zhong, W., Li, D., & Lu, H. (2023). Delay constrained sfc orchestration for edge intelligence-enabled iiot: A drl approach. Journal of Network and Systems Management, 31(3), 53. https:\/\/doi.org\/10.1007\/s10922-023-09743-2","journal-title":"Journal of Network and Systems Management"},{"key":"3820_CR13","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2023.3309321","author":"H Gao","year":"2023","unstructured":"Gao, H., Wang, X., Wei, W., Al-Dulaimi, A., & Xu, Y. (2023). 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. https:\/\/doi.org\/10.1109\/TVT.2023.3309321","journal-title":"IEEE Transactions on Vehicular Technology"},{"issue":"10","key":"3820_CR14","doi-asserted-by":"publisher","first-page":"2044","DOI":"10.1109\/LCOMM.2018.2866145","volume":"22","author":"M Liu","year":"2018","unstructured":"Liu, M., Mao, Y., & Leng, S. (2018). Cooperative fog-cloud computing enhanced by full-duplex communications. IEEE Communications Letters, 22(10), 2044\u20132047. https:\/\/doi.org\/10.1109\/LCOMM.2018.2866145","journal-title":"IEEE Communications Letters"},{"issue":"2","key":"3820_CR15","doi-asserted-by":"publisher","first-page":"1017","DOI":"10.1109\/TSG.2013.2237929","volume":"4","author":"M Ghamkhari","year":"2013","unstructured":"Ghamkhari, M., & Mohsenian-Rad, H. (2013). Energy and performance management of green data centers: A profit maximization approach. IEEE Transactions on Smart Grid, 4(2), 1017\u20131025. https:\/\/doi.org\/10.1109\/TSG.2013.2237929","journal-title":"IEEE Transactions on Smart Grid"},{"key":"3820_CR16","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3278884","author":"Y Ma","year":"2023","unstructured":"Ma, Y., Dai, M., Shao, S., Xia, Y., Li, F., Shen, Y., Li, J., Li, Y., & Peng, H. (2023). A performance and reliability-guaranteed predictive approach to service migration path selection in mobile computing. IEEE Internet of Things Journal. https:\/\/doi.org\/10.1109\/JIOT.2023.3278884","journal-title":"IEEE Internet of Things Journal"},{"issue":"3","key":"3820_CR17","doi-asserted-by":"publisher","first-page":"1012","DOI":"10.1109\/TASE.2020.2993218","volume":"18","author":"Q Peng","year":"2020","unstructured":"Peng, Q., Xia, Y., Zhou, M., Luo, X., Wang, S., Wang, Y., Wu, C., Pang, S., & Lin, M. (2020). Reliability-aware and deadline-constrained mobile service composition over opportunistic networks. IEEE Transactions on Automation Science and Engineering, 18(3), 1012\u20131025. https:\/\/doi.org\/10.1109\/TASE.2020.2993218","journal-title":"IEEE Transactions on Automation Science and Engineering"},{"key":"3820_CR18","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2023.3314388","author":"W Liu","year":"2023","unstructured":"Liu, W., Geng, J., Zhu, Z., Zhao, Y., Ji, C., Li, C., Lian, Z., & Zhou, X. (2023). 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. https:\/\/doi.org\/10.1109\/TCAD.2023.3314388","journal-title":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"},{"issue":"2","key":"3820_CR19","doi-asserted-by":"publisher","first-page":"703","DOI":"10.1109\/TSG.2016.2562565","volume":"9","author":"A Kiani","year":"2016","unstructured":"Kiani, A., & Ansari, N. (2016). Profit maximization for geographically dispersed green data centers. IEEE Transactions on Smart Grid, 9(2), 703\u2013711. https:\/\/doi.org\/10.1109\/TSG.2016.2562565","journal-title":"IEEE Transactions on Smart Grid"},{"issue":"2","key":"3820_CR20","doi-asserted-by":"publisher","first-page":"1233","DOI":"10.1109\/TASE.2020.3042409","volume":"19","author":"H Yuan","year":"2020","unstructured":"Yuan, H., Bi, J., & Zhou, M. (2020). Energy-efficient and qos-optimized adaptive task scheduling and management in clouds. IEEE Transactions on Automation Science and Engineering, 19(2), 1233\u20131244. https:\/\/doi.org\/10.1109\/TASE.2020.3042409","journal-title":"IEEE Transactions on Automation Science and Engineering"},{"issue":"9","key":"3820_CR21","doi-asserted-by":"publisher","first-page":"5506","DOI":"10.1109\/TSMC.2021.3128430","volume":"52","author":"H Yuan","year":"2021","unstructured":"Yuan, H., Bi, J., Zhang, J., & Zhou, M. (2021). Energy consumption and performance optimized task scheduling in distributed data centers. IEEE transactions on systems, man, and cybernetics: systems, 52(9), 5506\u20135517. https:\/\/doi.org\/10.1109\/TSMC.2021.3128430","journal-title":"IEEE transactions on systems, man, and cybernetics: systems"},{"key":"3820_CR22","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2023.3311587","author":"J Cai","year":"2023","unstructured":"Cai, J., Zhou, Z., Huang, Z., Dai, W., & Yu, F. R. (2023). Privacy-preserving deployment mechanism for service function chains across multiple domains. IEEE Transactions on Network and Service Management. https:\/\/doi.org\/10.1109\/TNSM.2023.3311587","journal-title":"IEEE Transactions on Network and Service Management"},{"issue":"2","key":"3820_CR23","doi-asserted-by":"publisher","first-page":"99","DOI":"10.1108\/IJWIS-11-2020-0071","volume":"17","author":"R Masadeh","year":"2021","unstructured":"Masadeh, R., Alsharman, N., Sharieh, A., Mahafzah, B. A., & Abdulrahman, A. (2021). Task scheduling on cloud computing based on sea lion optimization algorithm. International Journal of Web Information Systems, 17(2), 99\u2013116. https:\/\/doi.org\/10.1108\/IJWIS-11-2020-0071","journal-title":"International Journal of Web Information Systems"},{"key":"3820_CR24","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2023.3339633","author":"H Gao","year":"2023","unstructured":"Gao, H., Qiu, B., Wang, Y., Yu, S., Xu, Y., & Wang, X. (2023). Tbdb: Token bucket-based dynamic batching for resource scheduling supporting neural network inference in intelligent consumer electronics. IEEE Transactions on Consumer Electronics. https:\/\/doi.org\/10.1109\/TCE.2023.3339633","journal-title":"IEEE Transactions on Consumer Electronics"},{"issue":"2","key":"3820_CR25","doi-asserted-by":"publisher","first-page":"397","DOI":"10.1109\/TGCN.2019.2893712","volume":"3","author":"X Hu","year":"2019","unstructured":"Hu, X., Li, P., Wang, K., Sun, Y., Zeng, D., Wang, X., & Guo, S. (2019). Joint workload scheduling and energy management for green data centers powered by fuel cells. IEEE Transactions on Green Communications and Networking, 3(2), 397\u2013406. https:\/\/doi.org\/10.1109\/TGCN.2019.2893712","journal-title":"IEEE Transactions on Green Communications and Networking"},{"key":"3820_CR26","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2023.3268682","author":"H Gao","year":"2023","unstructured":"Gao, H., Wu, Y., Xu, Y., Li, R., & Jiang, Z. (2023). Neural collaborative learning for user preference discovery from biased behavior sequences. IEEE Transactions on Computational Social Systems. https:\/\/doi.org\/10.1109\/TCSS.2023.3268682","journal-title":"IEEE Transactions on Computational Social Systems"},{"key":"3820_CR27","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2023.3337351","author":"Y Xu","year":"2023","unstructured":"Xu, Y., Qiu, Z., Gao, H., Zhao, X., Wang, L., & Li, R. (2023). Heterogeneous data-driven failure diagnosis for microservice-based industrial clouds towards consumer digital ecosystems. IEEE Transactions on Consumer Electronics. https:\/\/doi.org\/10.1109\/TCE.2023.3337351","journal-title":"IEEE Transactions on Consumer Electronics"},{"issue":"4","key":"3820_CR28","doi-asserted-by":"publisher","first-page":"2687","DOI":"10.1109\/TII.2019.2939573","volume":"16","author":"K Kaur","year":"2019","unstructured":"Kaur, K., Garg, S., Kaddoum, G., Bou-Harb, E., & Choo, K.-K.R. (2019). A big data-enabled consolidated framework for energy efficient software defined data centers in iot setups. IEEE Transactions on Industrial Informatics, 16(4), 2687\u20132697. https:\/\/doi.org\/10.1109\/TII.2019.2939573","journal-title":"IEEE Transactions on Industrial Informatics"},{"issue":"4","key":"3820_CR29","doi-asserted-by":"publisher","first-page":"318","DOI":"10.1109\/TSUSC.2018.2822674","volume":"3","author":"N Hogade","year":"2018","unstructured":"Hogade, N., Pasricha, S., Siegel, H. J., Maciejewski, A. A., Oxley, M. A., & Jonardi, E. (2018). Minimizing energy costs for geographically distributed heterogeneous data centers. IEEE Transactions on Sustainable Computing, 3(4), 318\u2013331. https:\/\/doi.org\/10.1109\/TSUSC.2018.2822674","journal-title":"IEEE Transactions on Sustainable Computing"},{"issue":"2","key":"3820_CR30","doi-asserted-by":"publisher","first-page":"580","DOI":"10.1109\/TGCN.2018.2796613","volume":"2","author":"C Canali","year":"2018","unstructured":"Canali, C., Chiaraviglio, L., Lancellotti, R., & Shojafar, M. (2018). Joint minimization of the energy costs from computing, data transmission, and migrations in cloud data centers. IEEE Transactions on Green Communications and Networking, 2(2), 580\u2013595. https:\/\/doi.org\/10.1109\/TGCN.2018.2796613","journal-title":"IEEE Transactions on Green Communications and Networking"},{"key":"3820_CR31","doi-asserted-by":"publisher","first-page":"55923","DOI":"10.1109\/ACCESS.2018.287275","volume":"6","author":"R Yadav","year":"2018","unstructured":"Yadav, R., Zhang, W., Kaiwartya, O., Singh, P. R., Elgendy, I. A., & Tian, Y.-C. (2018). Adaptive energy-aware algorithms for minimizing energy consumption and sla violation in cloud computing. IEEE Access, 6, 55923\u201355936. https:\/\/doi.org\/10.1109\/ACCESS.2018.287275","journal-title":"IEEE Access"},{"issue":"3","key":"3820_CR32","doi-asserted-by":"publisher","first-page":"651","DOI":"10.1109\/JSAC.2016.2525618","volume":"34","author":"T Chen","year":"2016","unstructured":"Chen, T., Zhang, Y., Wang, X., & Giannakis, G. B. (2016). Robust workload and energy management for sustainable data centers. IEEE Journal on Selected Areas in Communications, 34(3), 651\u2013664. https:\/\/doi.org\/10.1109\/JSAC.2016.2525618","journal-title":"IEEE Journal on Selected Areas in Communications"},{"issue":"1","key":"3820_CR33","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1108\/17440081311316370","volume":"9","author":"P Paul Beran","year":"2013","unstructured":"Paul Beran, P., Vinek, E., & Schikuta, E. (2013). An adaptive framework for qos-aware service selection optimization. International Journal of Web Information Systems, 9(1), 32\u201352. https:\/\/doi.org\/10.1108\/17440081311316370","journal-title":"International Journal of Web Information Systems"},{"issue":"2","key":"3820_CR34","doi-asserted-by":"publisher","first-page":"177","DOI":"10.1108\/IJWIS-12-2015-0040","volume":"12","author":"S Garg","year":"2016","unstructured":"Garg, S., Modi, K., & Chaudhary, S. (2016). A qos-aware approach for runtime discovery, selection and composition of semantic web services. International Journal of Web Information Systems, 12(2), 177\u2013200. https:\/\/doi.org\/10.1108\/IJWIS-12-2015-0040","journal-title":"International Journal of Web Information Systems"},{"issue":"1","key":"3820_CR35","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1109\/TCSVT.2016.2589621","volume":"27","author":"L Wei","year":"2016","unstructured":"Wei, L., Cai, J., Foh, C. H., & He, B. (2016). Qos-aware resource allocation for video transcoding in clouds. IEEE Transactions on Circuits and Systems for Video Technology, 27(1), 49\u201361. https:\/\/doi.org\/10.1109\/TCSVT.2016.2589621","journal-title":"IEEE Transactions on Circuits and Systems for Video Technology"},{"key":"3820_CR36","doi-asserted-by":"publisher","first-page":"5071","DOI":"10.1109\/ACCESS.2018.2889220","volume":"7","author":"K Li","year":"2018","unstructured":"Li, K. (2018). Optimal power and performance management for heterogeneous and arbitrary cloud servers. IEEE Access, 7, 5071\u20135084. https:\/\/doi.org\/10.1109\/ACCESS.2018.2889220","journal-title":"IEEE Access"},{"issue":"4","key":"3820_CR37","doi-asserted-by":"publisher","first-page":"1164","DOI":"10.1109\/TCC.2016.2552516","volume":"6","author":"F Farhat","year":"2016","unstructured":"Farhat, F., Tootaghaj, D. Z., He, Y., Sivasubramaniam, A., Kandemir, M., & Das, C. R. (2016). Stochastic modeling and optimization of stragglers. IEEE Transactions on Cloud Computing, 6(4), 1164\u20131177. https:\/\/doi.org\/10.1109\/TCC.2016.2552516","journal-title":"IEEE Transactions on Cloud Computing"},{"issue":"2","key":"3820_CR38","doi-asserted-by":"publisher","first-page":"731","DOI":"10.1109\/TASE.2019.2958979","volume":"18","author":"H Yuan","year":"2020","unstructured":"Yuan, H., Bi, J., Zhou, M., Liu, Q., & Ammari, A. C. (2020). Biobjective task scheduling for distributed green data centers. IEEE Transactions on Automation Science and Engineering, 18(2), 731\u2013742. https:\/\/doi.org\/10.1109\/TASE.2019.2958979","journal-title":"IEEE Transactions on Automation Science and Engineering"},{"issue":"6","key":"3820_CR39","doi-asserted-by":"publisher","first-page":"1785","DOI":"10.1109\/TPDS.2016.2626285","volume":"28","author":"P Li","year":"2016","unstructured":"Li, P., Guo, S., Miyazaki, T., Liao, X., Jin, H., Zomaya, A. Y., & Wang, K. (2016). Traffic-aware geo-distributed big data analytics with predictable job completion time. IEEE Transactions on Parallel and Distributed Systems, 28(6), 1785\u20131796. https:\/\/doi.org\/10.1109\/TPDS.2016.2626285","journal-title":"IEEE Transactions on Parallel and Distributed Systems"},{"issue":"4","key":"3820_CR40","doi-asserted-by":"publisher","first-page":"3748","DOI":"10.1109\/TSG.2016.2640453","volume":"9","author":"L Yu","year":"2016","unstructured":"Yu, L., Jiang, T., & Zou, Y. (2016). Distributed real-time energy management in data center microgrids. IEEE Transactions on Smart Grid, 9(4), 3748\u20133762. https:\/\/doi.org\/10.1109\/TSG.2016.2640453","journal-title":"IEEE Transactions on Smart Grid"},{"issue":"2","key":"3820_CR41","doi-asserted-by":"publisher","first-page":"729","DOI":"10.1109\/TNSM.2019.2907785","volume":"16","author":"C Dong","year":"2019","unstructured":"Dong, C., Wen, W., Xu, T., & Yang, X. (2019). Joint optimization of data-center selection and video-streaming distribution for crowdsourced live streaming in a geo-distributed cloud platform. IEEE Transactions on Network and Service Management, 16(2), 729\u2013742. https:\/\/doi.org\/10.1109\/TNSM.2019.2907785","journal-title":"IEEE Transactions on Network and Service Management"},{"issue":"3","key":"3820_CR42","doi-asserted-by":"publisher","first-page":"705","DOI":"10.1109\/TPDS.2017.2773504","volume":"29","author":"Z Hu","year":"2017","unstructured":"Hu, Z., Li, B., & Luo, J. (2017). Time-and cost-efficient task scheduling across geo-distributed data centers. IEEE Transactions on Parallel and Distributed Systems, 29(3), 705\u2013718. https:\/\/doi.org\/10.1109\/TPDS.2017.2773504","journal-title":"IEEE Transactions on Parallel and Distributed Systems"},{"key":"3820_CR43","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3222340","author":"J Liu","year":"2022","unstructured":"Liu, J., Li, G., Huang, Q., Bilal, M., Xu, X., & Song, H. (2022). Cooperative resource allocation for computation-intensive iiot applications in aerial computing. IEEE Internet of Things Journal. https:\/\/doi.org\/10.1109\/JIOT.2022.3222340","journal-title":"IEEE Internet of Things Journal"},{"key":"3820_CR44","doi-asserted-by":"publisher","DOI":"10.1109\/TIV.2024.3357076","author":"C Liu","year":"2024","unstructured":"Liu, C., Zhao, M., Wang, H., Cheng, B., Liu, J., & Yuan, P. (2024). Stackelberg-game computation offloading scheme for parked vehicle-assisted vec and experiment analysis. IEEE Transactions on Intelligent Vehicles. https:\/\/doi.org\/10.1109\/TIV.2024.3357076","journal-title":"IEEE Transactions on Intelligent Vehicles"},{"issue":"3","key":"3820_CR45","doi-asserted-by":"publisher","first-page":"3829","DOI":"10.1109\/TNSM.2021.3076503","volume":"18","author":"S Schneider","year":"2021","unstructured":"Schneider, S., Khalili, R., Manzoor, A., Qarawlus, H., Schellenberg, R., Karl, H., & Hecker, A. (2021). Self-learning multi-objective service coordination using deep reinforcement learning. IEEE Transactions on Network and Service Management, 18(3), 3829\u20133842. https:\/\/doi.org\/10.1109\/TNSM.2021.3076503","journal-title":"IEEE Transactions on Network and Service Management"},{"issue":"4","key":"3820_CR46","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3148149","volume":"51","author":"C Qu","year":"2018","unstructured":"Qu, C., Calheiros, R. N., & Buyya, R. (2018). Auto-scaling web applications in clouds: A taxonomy and survey. ACM Computing Surveys (CSUR), 51(4), 1\u201333. https:\/\/doi.org\/10.1145\/3148149","journal-title":"ACM Computing Surveys (CSUR)"},{"issue":"7","key":"3820_CR47","doi-asserted-by":"publisher","first-page":"2049","DOI":"10.1109\/TC.2014.2349510","volume":"64","author":"L Gu","year":"2014","unstructured":"Gu, L., Zeng, D., Barnawi, A., Guo, S., & Stojmenovic, I. (2014). Optimal task placement with qos constraints in geo-distributed data centers using dvfs. IEEE Transactions on Computers, 64(7), 2049\u20132059. https:\/\/doi.org\/10.1109\/TC.2014.2349510","journal-title":"IEEE Transactions on Computers"},{"key":"3820_CR48","doi-asserted-by":"publisher","unstructured":"Clouds, M.S.P. Optimal power allocation and load distribution for multiple heterogeneous multicore server processors across clouds and data centers. https:\/\/doi.org\/10.1109\/TC.2013.122","DOI":"10.1109\/TC.2013.122"},{"key":"3820_CR49","unstructured":"Silver, D., Lever, G., Heess, N., Degris, T., Wierstra, D., & Riedmiller, M. (2014). Deterministic policy gradient algorithms. In: International Conference on Machine Learning, pp. 387\u2013395 Pmlr"}],"container-title":["Wireless Networks"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11276-024-03820-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11276-024-03820-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11276-024-03820-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,14]],"date-time":"2025-02-14T12:16:15Z","timestamp":1739535375000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11276-024-03820-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,7,30]]},"references-count":49,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2025,2]]}},"alternative-id":["3820"],"URL":"https:\/\/doi.org\/10.1007\/s11276-024-03820-3","relation":{},"ISSN":["1022-0038","1572-8196"],"issn-type":[{"value":"1022-0038","type":"print"},{"value":"1572-8196","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,7,30]]},"assertion":[{"value":"19 July 2024","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"30 July 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":"The authors declare no Conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"This article does not contain any studies with human participants or animals performed by any of the authors. All the authors involved have agreed to participate in this submitted article.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethics approval and consent to participate"}},{"value":"All the authors involved in this manuscript give full consent for publication of this submitted article.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Consent for publication"}},{"value":"Not applicable.","order":5,"name":"Ethics","group":{"name":"EthicsHeading","label":"Materials availability"}}]}}