{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,3]],"date-time":"2026-06-03T21:21:00Z","timestamp":1780521660175,"version":"3.54.1"},"reference-count":28,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2024,12,27]],"date-time":"2024-12-27T00:00:00Z","timestamp":1735257600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,12,27]],"date-time":"2024-12-27T00:00:00Z","timestamp":1735257600000},"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":["Neural Comput & Applic"],"published-print":{"date-parts":[[2025,2]]},"DOI":"10.1007\/s00521-024-10929-1","type":"journal-article","created":{"date-parts":[[2024,12,27]],"date-time":"2024-12-27T13:18:12Z","timestamp":1735305492000},"page":"4957-4969","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Evolutionary recurrent neural network based on equilibrium optimization method for cloud-edge resource management in internet of things"],"prefix":"10.1007","volume":"37","author":[{"given":"Sepehr","family":"Ebrahimi Mood","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Adel","family":"Rouhbakhsh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8314-9051","authenticated-orcid":false,"given":"Alireza","family":"Souri","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2024,12,27]]},"reference":[{"key":"10929_CR1","doi-asserted-by":"publisher","DOI":"10.1016\/j.iot.2022.100640","volume":"21","author":"MH Shirvani","year":"2023","unstructured":"Shirvani MH, Masdari M (2023) A survey study on trust-based security in Internet of Things: challenges and issues. Internet Things 21:100640","journal-title":"Internet Things"},{"issue":"1","key":"10929_CR2","doi-asserted-by":"publisher","first-page":"2055394","DOI":"10.1080\/08839514.2022.2055394","volume":"36","author":"S Abedi","year":"2022","unstructured":"Abedi S et al (2022) Dynamic resource allocation using improved firefly optimization algorithm in cloud environment. Appl Artif Intell 36(1):2055394","journal-title":"Appl Artif Intell"},{"key":"10929_CR3","doi-asserted-by":"crossref","unstructured":"Rastogi R and Aggarwal N (2022) A review on virtualization and cloud security. In: 2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM). IEEE","DOI":"10.1109\/ICIPTM54933.2022.9754172"},{"key":"10929_CR4","doi-asserted-by":"crossref","unstructured":"Feng Y, Liu F (2022) Resource management in cloud computing using deep reinforcement learning: a survey in China Aeronautical Science and Technology Youth Science Forum. Springer","DOI":"10.1007\/978-981-19-7652-0_56"},{"issue":"1","key":"10929_CR5","doi-asserted-by":"publisher","first-page":"59","DOI":"10.1007\/s12530-022-09433-5","volume":"14","author":"SM Ebrahimi","year":"2023","unstructured":"Ebrahimi SM, Hemmati MJ (2023) Design optimization of the complementary voltage controlled oscillator using a multi-objective gravitational search algorithm. Evol Syst 14(1):59\u201367","journal-title":"Evol Syst"},{"key":"10929_CR6","volume":"1","author":"SA Sheik","year":"2023","unstructured":"Sheik SA, Muniyandi AP (2023) Secure authentication schemes in cloud computing with glimpse of artificial neural networks: a review. Cyber Sec Appl 1:100002","journal-title":"Cyber Sec Appl"},{"issue":"3","key":"10929_CR7","doi-asserted-by":"publisher","first-page":"690","DOI":"10.1109\/JSAC.2023.3235443","volume":"41","author":"C Sun","year":"2023","unstructured":"Sun C et al (2023) Federated deep reinforcement learning for recommendation-enabled edge caching in mobile edge-cloud computing networks. IEEE J Sel Areas Commun 41(3):690\u2013705","journal-title":"IEEE J Sel Areas Commun"},{"issue":"22","key":"10929_CR8","doi-asserted-by":"publisher","first-page":"15557","DOI":"10.1007\/s00521-021-06178-1","volume":"33","author":"S Ebrahimi Mood","year":"2021","unstructured":"Ebrahimi Mood S et al (2021) Performance optimization of UAV-based IoT communications using a novel constrained gravitational search algorithm. Neural Comput Appl 33(22):15557\u201315568","journal-title":"Neural Comput Appl"},{"key":"10929_CR9","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.jnca.2019.06.006","volume":"143","author":"M Kumar","year":"2019","unstructured":"Kumar M et al (2019) A comprehensive survey for scheduling techniques in cloud computing. J Netw Comput Appl 143:1\u201333","journal-title":"J Netw Comput Appl"},{"issue":"3","key":"10929_CR10","doi-asserted-by":"publisher","first-page":"507","DOI":"10.1007\/s00607-021-00985-z","volume":"105","author":"S Mohammed","year":"2023","unstructured":"Mohammed S, Fang WC, Ramos C (2023) Special issue on artificial intelligence in cloud computing. Computing 105(3):507\u2013511","journal-title":"Computing"},{"issue":"1","key":"10929_CR11","doi-asserted-by":"publisher","first-page":"122","DOI":"10.1007\/s10922-016-9385-9","volume":"25","author":"M Masdari","year":"2017","unstructured":"Masdari M et al (2017) A survey of PSO-based scheduling algorithms in cloud computing. J Netw Syst Manage 25(1):122\u2013158","journal-title":"J Netw Syst Manage"},{"key":"10929_CR12","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2021.101012","volume":"68","author":"H Xing","year":"2022","unstructured":"Xing H et al (2022) An ACO for energy-efficient and traffic-aware virtual machine placement in cloud computing. Swarm Evol Comput 68:101012","journal-title":"Swarm Evol Comput"},{"key":"10929_CR13","doi-asserted-by":"crossref","unstructured":"Supreeth S et al (2022) Comparative approach for VM scheduling using modified particle swarm optimization and genetic algorithm in cloud computing. In: 2022 IEEE International Conference on Data Science and Information System (ICDSIS). IEEE","DOI":"10.1109\/ICDSIS55133.2022.9915907"},{"key":"10929_CR14","doi-asserted-by":"crossref","unstructured":"Liang X et al (2022) Cloud computing resource scheduling based on ant colony optimization and simulated annealing algorithm. In: 6th International Workshop on Advanced Algorithms and Control Engineering (IWAACE 2022). SPIE","DOI":"10.1117\/12.2652560"},{"key":"10929_CR15","doi-asserted-by":"crossref","unstructured":"Li K et al (2011) Cloud task scheduling based on load balancing ant colony optimization. In: 2011 Sixth Annual China Grid conference. IEEE","DOI":"10.1109\/ChinaGrid.2011.17"},{"issue":"Suppl 5","key":"10929_CR16","doi-asserted-by":"publisher","first-page":"10769","DOI":"10.1007\/s10586-017-1174-z","volume":"22","author":"B Muthulakshmi","year":"2019","unstructured":"Muthulakshmi B, Somasundaram K (2019) A hybrid ABC-SA based optimized scheduling and resource allocation for cloud environment. Clust Comput 22(Suppl 5):10769\u201310777","journal-title":"Clust Comput"},{"issue":"8","key":"10929_CR17","doi-asserted-by":"publisher","first-page":"4115","DOI":"10.1007\/s13369-017-2766-x","volume":"43","author":"T Jena","year":"2018","unstructured":"Jena T, Mohanty J (2018) GA-based customer-conscious resource allocation and task scheduling in multi-cloud computing. Arab J Sci Eng 43(8):4115\u20134130","journal-title":"Arab J Sci Eng"},{"key":"10929_CR18","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2020.106997","volume":"100","author":"R SaiSindhuTheja","year":"2021","unstructured":"SaiSindhuTheja R, Shyam GK (2021) An efficient metaheuristic algorithm based feature selection and recurrent neural network for DoS attack detection in cloud computing environment. Appl Soft Comput 100:106997","journal-title":"Appl Soft Comput"},{"key":"10929_CR19","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2022.107688","volume":"99","author":"J Yan","year":"2022","unstructured":"Yan J et al (2022) Energy-aware systems for real-time job scheduling in cloud data centers: a deep reinforcement learning approach. Comput Electr Eng 99:107688","journal-title":"Comput Electr Eng"},{"key":"10929_CR20","unstructured":"Corallo L et al (2022) A framework for german-english machine translation with GRU RNN. in EDBT\/ICDT Workshops"},{"key":"10929_CR21","doi-asserted-by":"publisher","first-page":"30069","DOI":"10.1109\/ACCESS.2022.3159339","volume":"10","author":"J Oruh","year":"2022","unstructured":"Oruh J, Viriri S, Adegun A (2022) Long short-term memory recurrent neural network for automatic speech recognition. IEEE Access 10:30069\u201330079","journal-title":"IEEE Access"},{"key":"10929_CR22","doi-asserted-by":"crossref","unstructured":"Degtyarenko I et al (2023) SDRV: real-time on-device subtitles detection, recognition and voicing. In: 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW). IEEE","DOI":"10.1109\/ICASSPW59220.2023.10192952"},{"issue":"2","key":"10929_CR23","doi-asserted-by":"publisher","first-page":"473","DOI":"10.1109\/TPEL.2010.2085454","volume":"26","author":"W-M Lin","year":"2010","unstructured":"Lin W-M, Hong C-M (2010) A new Elman neural network-based control algorithm for adjustable-pitch variable-speed wind-energy conversion systems. IEEE Trans Power Electron 26(2):473\u2013481","journal-title":"IEEE Trans Power Electron"},{"key":"10929_CR24","doi-asserted-by":"publisher","first-page":"547","DOI":"10.1016\/j.neucom.2013.04.016","volume":"120","author":"X Wang","year":"2013","unstructured":"Wang X et al (2013) A hybrid optimization-based recurrent neural network for real-time data prediction. Neurocomputing 120:547\u2013559","journal-title":"Neurocomputing"},{"key":"10929_CR25","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2019.105190","volume":"191","author":"A Faramarzi","year":"2020","unstructured":"Faramarzi A et al (2020) Equilibrium optimizer: a novel optimization algorithm. Knowl-Based Syst 191:105190","journal-title":"Knowl-Based Syst"},{"key":"10929_CR26","unstructured":"Wood T et al (2007) Black-box and gray-box strategies for virtual machine migration. In: NSDI"},{"issue":"1","key":"10929_CR27","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1109\/TASE.2013.2266338","volume":"12","author":"W Tian","year":"2013","unstructured":"Tian W et al (2013) A toolkit for modeling and simulation of real-time virtual machine allocation in a cloud data center. IEEE Trans Autom Sci Eng 12(1):153\u2013161","journal-title":"IEEE Trans Autom Sci Eng"},{"key":"10929_CR28","unstructured":"Tani HG, El Amrani C (2018) Smarter round robin scheduling algorithm for cloud computing and big data. J Data Min Digit Human"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-024-10929-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00521-024-10929-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-024-10929-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,8]],"date-time":"2025-02-08T19:31:43Z","timestamp":1739043103000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00521-024-10929-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,27]]},"references-count":28,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2025,2]]}},"alternative-id":["10929"],"URL":"https:\/\/doi.org\/10.1007\/s00521-024-10929-1","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,12,27]]},"assertion":[{"value":"10 January 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"13 December 2024","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 December 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":"Not applicable.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"This article does not contain any studies with human participants performed by any of the authors.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical approval and consent to participate"}}]}}