{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,11]],"date-time":"2025-09-11T19:11:56Z","timestamp":1757617916911,"version":"3.44.0"},"reference-count":56,"publisher":"Springer Science and Business Media LLC","issue":"5","license":[{"start":{"date-parts":[[2025,4,28]],"date-time":"2025-04-28T00:00:00Z","timestamp":1745798400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,4,28]],"date-time":"2025-04-28T00:00:00Z","timestamp":1745798400000},"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":["Cluster Comput"],"published-print":{"date-parts":[[2025,8]]},"DOI":"10.1007\/s10586-024-04984-5","type":"journal-article","created":{"date-parts":[[2025,4,28]],"date-time":"2025-04-28T10:56:59Z","timestamp":1745837819000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Predictive analysis-based load balancing and fault tolerance in fog computing environment"],"prefix":"10.1007","volume":"28","author":[{"given":"Vijaita","family":"Kashyap","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rakesh","family":"Ahuja","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ashok","family":"Kumar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,4,28]]},"reference":[{"key":"4984_CR1","doi-asserted-by":"publisher","first-page":"289","DOI":"10.1016\/j.sysarc.2019.02.009","volume":"98","author":"A Yousefpour","year":"2019","unstructured":"Yousefpour, A., Fung, C., Nguyen, T., Kadiyala, K., Jalali, F., Niakanlahiji, A., Kong, J., Jue, J.P.: All one needs to know about fog computing and related edge computing paradigms: a complete survey. J. Syst. Arch. 98, 289\u2013330 (2019)","journal-title":"J. Syst. Arch."},{"issue":"2011","key":"4984_CR2","first-page":"1","volume":"1","author":"D Evans","year":"2011","unstructured":"Evans, D.: The internet of things: how the next evolution of the internet is changing everything. CISCO White Paper 1(2011), 1\u201311 (2011)","journal-title":"CISCO White Paper"},{"key":"4984_CR3","doi-asserted-by":"publisher","first-page":"266","DOI":"10.1016\/j.future.2019.05.015","volume":"100","author":"M Al-Khafajiy","year":"2019","unstructured":"Al-Khafajiy, M., Baker, T., Al-Libawy, H., Maamar, Z., Aloqaily, M., Jararweh, Y.: Improving fog computing performance via fog-2-fog collaboration. Fut. Gen. Comput. Syst. 100, 266\u2013280 (2019)","journal-title":"Fut. Gen. Comput. Syst."},{"issue":"4","key":"4984_CR4","doi-asserted-by":"publisher","first-page":"0284209","DOI":"10.1371\/journal.pone.0284209","volume":"18","author":"M Asim Shahid","year":"2023","unstructured":"Asim Shahid, M., Alam, M.M., Mohd Su\u2019ud, M.: Improved accuracy and less fault prediction errors via modified sequential minimal optimization algorithm. Plos One 18(4), 0284209 (2023)","journal-title":"Plos One"},{"issue":"4","key":"4984_CR5","doi-asserted-by":"publisher","first-page":"40","DOI":"10.1007\/s10723-021-09584-w","volume":"19","author":"M Kaur","year":"2021","unstructured":"Kaur, M., Aron, R.: Focalb: fog computing architecture of load balancing for scientific workflow applications. J. Grid Comput. 19(4), 40 (2021)","journal-title":"J. Grid Comput."},{"key":"4984_CR6","doi-asserted-by":"crossref","unstructured":"Shahid, M.A.: A systematic survey of simulation tools for cloud and mobile cloud computing paradigm. J. Indep. Stud. Res. Comput. 20(1) (2022)","DOI":"10.31645\/JISRC.22.20.1.10"},{"issue":"4","key":"4984_CR7","doi-asserted-by":"publisher","first-page":"1965","DOI":"10.3390\/s23041965","volume":"23","author":"MA Shahid","year":"2023","unstructured":"Shahid, M.A., Alam, M.M., Su\u2019ud, M.M.: Achieving reliability in cloud computing by a novel hybrid approach. Sensors 23(4), 1965 (2023)","journal-title":"Sensors"},{"issue":"4","key":"4984_CR8","first-page":"1","volume":"8","author":"M Verma","year":"2016","unstructured":"Verma, M., Bhardwaj, N., Yadav, A.K.: Real time efficient scheduling algorithm for load balancing in fog computing environment. Int. J. Inf. Technol. Comput. Sci 8(4), 1\u201310 (2016)","journal-title":"Int. J. Inf. Technol. Comput. Sci"},{"issue":"3","key":"4984_CR9","doi-asserted-by":"publisher","first-page":"156","DOI":"10.1109\/CC.2016.7445510","volume":"13","author":"S Ningning","year":"2016","unstructured":"Ningning, S., Chao, G., Xingshuo, A., Qiang, Z.: Fog computing dynamic load balancing mechanism based on graph repartitioning. China Commun. 13(3), 156\u2013164 (2016)","journal-title":"China Commun."},{"key":"4984_CR10","doi-asserted-by":"publisher","first-page":"130500","DOI":"10.1109\/ACCESS.2020.3009184","volume":"8","author":"MA Shahid","year":"2020","unstructured":"Shahid, M.A., Islam, N., Alam, M.M., Su\u2019ud, M.M., Musa, S.: A comprehensive study of load balancing approaches in the cloud computing environment and a novel fault tolerance approach. IEEE Access 8, 130500\u2013130526 (2020)","journal-title":"IEEE Access"},{"key":"4984_CR11","doi-asserted-by":"crossref","unstructured":"Oma, R., Nakamura, S., Duolikun, D., Enokido, T., Takizawa, M.: Fault-tolerant fog computing models in the iot. In: International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, pp. 14\u201325 (2018). Springer","DOI":"10.1007\/978-3-030-02607-3_2"},{"key":"4984_CR12","doi-asserted-by":"publisher","DOI":"10.1016\/j.cosrev.2021.100398","volume":"40","author":"MA Shahid","year":"2021","unstructured":"Shahid, M.A., Islam, N., Alam, M.M., Mazliham, M., Musa, S.: Towards resilient method: an exhaustive survey of fault tolerance methods in the cloud computing environment. Comput. Sci. Rev. 40, 100398 (2021)","journal-title":"Comput. Sci. Rev."},{"key":"4984_CR13","doi-asserted-by":"crossref","unstructured":"Ali, S., Alubady, R.: Rwrr: Remind weighted rounding robin for load balancing in fog computing. In: 2023 7th International Symposium on Innovative Approaches in Smart Technologies (ISAS), pp. 1\u20137 (2023). IEEE","DOI":"10.1109\/ISAS60782.2023.10391499"},{"issue":"1","key":"4984_CR14","doi-asserted-by":"publisher","first-page":"130","DOI":"10.21123\/bsj.2019.16.1.0130","volume":"16","author":"MM Abed","year":"2019","unstructured":"Abed, M.M., Younis, M.F.: Developing load balancing for iot-cloud computing based on advanced firefly and weighted round robin algorithms. Baghdad Sci. J. 16(1), 130\u2013139 (2019)","journal-title":"Baghdad Sci. J."},{"key":"4984_CR15","doi-asserted-by":"publisher","unstructured":"Mohana, R.S., Krishnakumar, B., Sasipriyaa, N., Kalaiselvi, S.: Honey bee behaviour inspired scheduling and load balancing of virtual machine in fog environment. In: 2018 International Conference on Intelligent Computing and Communication for Smart World (I2C2SW), pp. 301\u2013305 (2018). https:\/\/doi.org\/10.1109\/I2C2SW45816.2018.8997142","DOI":"10.1109\/I2C2SW45816.2018.8997142"},{"key":"4984_CR16","doi-asserted-by":"crossref","unstructured":"Zubair, M., Javaid, N., Ismail, M., Zakria, M., Asad\u00a0Zaheer, M., Saeed, F.: Integration of cloud-fog based platform for load balancing using hybrid genetic algorithm using bin packing technique. In: Advances on P2P, Parallel, Grid, Cloud and Internet Computing: Proceedings of the 13th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC-2018), pp. 279\u2013292 (2019). Springer","DOI":"10.1007\/978-3-030-02607-3_25"},{"issue":"4","key":"4984_CR17","doi-asserted-by":"publisher","first-page":"955","DOI":"10.1109\/TGCN.2019.2931700","volume":"3","author":"H Celebi","year":"2019","unstructured":"Celebi, H., Yap\u0131c\u0131, Y., G\u00fcven\u00e7, I., Schulzrinne, H.: Load-based on\/off scheduling for energy-efficient delay-tolerant 5g networks. IEEE Trans. Green Commun. Net. 3(4), 955\u2013970 (2019)","journal-title":"IEEE Trans. Green Commun. Net."},{"issue":"3","key":"4984_CR18","doi-asserted-by":"publisher","first-page":"50","DOI":"10.1007\/s10723-023-09683-w","volume":"21","author":"Q Zhao","year":"2023","unstructured":"Zhao, Q., Wang, G., Wang, Y., Wang, Z.: A load-aware energy-efficient clustering algorithm in sensor-cloud. J. Grid Comput. 21(3), 50 (2023)","journal-title":"J. Grid Comput."},{"issue":"3","key":"4984_CR19","doi-asserted-by":"publisher","first-page":"1586","DOI":"10.3390\/app13031586","volume":"13","author":"MA Shahid","year":"2023","unstructured":"Shahid, M.A., Alam, M.M., Su\u2019ud, M.M.: Performance evaluation of load-balancing algorithms with different service broker policies for cloud computing. Appl. Sci. 13(3), 1586 (2023)","journal-title":"Appl. Sci."},{"issue":"15","key":"4984_CR20","doi-asserted-by":"publisher","first-page":"8785","DOI":"10.3390\/app13158785","volume":"13","author":"MA Shahid","year":"2023","unstructured":"Shahid, M.A., Alam, M.M., Su\u2019ud, M.M.: A systematic parameter analysis of cloud simulation tools in cloud computing environments. Appl. Sci. 13(15), 8785 (2023)","journal-title":"Appl. Sci."},{"key":"4984_CR21","volume":"41","author":"S Ghafir","year":"2024","unstructured":"Ghafir, S., Alam, M.A., Siddiqui, F., Naaz, S.: Load balancing in cloud computing via intelligent pso-based feedback controller. Sustain. Comput. Inf. Syst. 41, 100948 (2024)","journal-title":"Sustain. Comput. Inf. Syst."},{"issue":"4","key":"4984_CR22","first-page":"84","volume":"15","author":"G Shruthi","year":"2023","unstructured":"Shruthi, G., Mundada, M.R., Supreeth, S., Gardiner, B.: Deep learning-based resource prediction and mutated leader algorithm enabled load balancing in fog computing. Int. J. Comput. Net. Inf. Secur. 15(4), 84\u201395 (2023)","journal-title":"Int. J. Comput. Net. Inf. Secur."},{"key":"4984_CR23","doi-asserted-by":"crossref","unstructured":"Zeidabadi, F.A., Doumari, S.A., Dehghani, M., Montazeri, Z., Trojovsk\u1ef3, P., Dhiman, G.: Mla: A new mutated leader algorithm for solving optimization problems. Comput. Mater. Continua 70(3) (2022)","DOI":"10.32604\/cmc.2022.021072"},{"key":"4984_CR24","doi-asserted-by":"publisher","DOI":"10.1016\/j.jii.2023.100504","author":"R Kumar","year":"2023","unstructured":"Kumar, R., Agrawal, N.: Analysis of multi-dimensional industrial iot (iiot) data in edge-fog-cloud based architectural frameworks: a survey on current state and research challenges. J. Ind. Inf. Int. (2023). https:\/\/doi.org\/10.1016\/j.jii.2023.100504","journal-title":"J. Ind. Inf. Int."},{"issue":"2","key":"4984_CR25","doi-asserted-by":"publisher","first-page":"177","DOI":"10.1007\/s40009-019-00834-w","volume":"43","author":"NK Rathore","year":"2020","unstructured":"Rathore, N.K., Rawat, U., Kulhari, S.C.: Efficient hybrid load balancing algorithm. Nat. Acad. Sci. Lett. 43(2), 177\u2013185 (2020)","journal-title":"Nat. Acad. Sci. Lett."},{"key":"4984_CR26","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1007\/978-981-97-2644-8_6","volume-title":"Resour. Manage. Distrib. Syst.","author":"AJ Pozveh","year":"2024","unstructured":"Pozveh, A.J., Shahhoseini, H.S., Khabareh, E.: Resource management in edge clouds: latency-aware approaches for big data analysis. In: Resour. Manage. Distrib. Syst., pp. 107\u2013132. Springer, Singapore (2024)"},{"key":"4984_CR27","unstructured":"Chan, S.: Least loaded sharing in fog computing cluster. In: Proc. 15th Int. Conf. Netw. Services, pp. 27\u201331 (2019)"},{"key":"4984_CR28","first-page":"13","volume":"6","author":"NK Rathore","year":"2015","unstructured":"Rathore, N.K.: Efficient agent based priority scheduling and loadbalancing using fuzzy logic in grid computing. System 6, 13\u201323 (2015)","journal-title":"System"},{"issue":"1","key":"4984_CR29","first-page":"161","volume":"23","author":"A Ilankumaran","year":"2023","unstructured":"Ilankumaran, A., Narayanan, S.J.: An energy-aware qos load balance scheduling using hybrid gaaco algorithm for cloud. Cyber. Inf. Technol. 23(1), 161\u2013177 (2023)","journal-title":"Cyber. Inf. Technol."},{"key":"4984_CR30","doi-asserted-by":"publisher","first-page":"303","DOI":"10.1016\/j.future.2024.03.014","volume":"157","author":"X Zhu","year":"2024","unstructured":"Zhu, X., Yao, W., Wang, W.: Load-aware task migration algorithm toward adaptive load balancing in edge computing. Fut. Gen. Comput. Syst. 157, 303\u2013312 (2024)","journal-title":"Fut. Gen. Comput. Syst."},{"key":"4984_CR31","doi-asserted-by":"crossref","unstructured":"Gupta, P., Gupta, P.K., Gupta, P., Gupta, P.K.: Fault-aware task scheduling for high reliability. Trust & Fault in Multi Layered Cloud Computing Architecture, 121\u2013154 (2020)","DOI":"10.1007\/978-3-030-37319-1_6"},{"key":"4984_CR32","doi-asserted-by":"crossref","unstructured":"Souza\u00a0Toniolli, J.L., Jaumard, B.: Resource allocation for multiple workflows in cloud-fog computing systems. In: Proceedings of the 12th IEEE\/ACM International Conference on Utility and Cloud Computing Companion, pp. 77\u201384 (2019)","DOI":"10.1145\/3368235.3368846"},{"issue":"1","key":"4984_CR33","first-page":"48","volume":"8","author":"S Agarwal","year":"2016","unstructured":"Agarwal, S., Yadav, S., Yadav, A.K.: An efficient architecture and algorithm for resource provisioning in fog computing. Int. J. Inf. Eng. Electron. Bus. 8(1), 48 (2016)","journal-title":"Int. J. Inf. Eng. Electron. Bus."},{"key":"4984_CR34","doi-asserted-by":"crossref","unstructured":"Fatima, I., Javaid, N., Iqbal, M.N., Shafi, I., Anjum, A., Memon, U.U.: Integration of cloud and fog based environment for effective resource distribution in smart buildings. In: 2018 14th International Wireless Communications & Mobile Computing Conference (IWCMC), pp. 60\u201364 (2018). IEEE","DOI":"10.1109\/IWCMC.2018.8450422"},{"issue":"17","key":"4984_CR35","doi-asserted-by":"publisher","first-page":"2668","DOI":"10.3390\/electronics11172668","volume":"11","author":"V Kashyap","year":"2022","unstructured":"Kashyap, V., Kumar, A., Kumar, A., Hu, Y.-C.: A systematic survey on fog and iot driven healthcare: open challenges and research issues. Electronics 11(17), 2668 (2022)","journal-title":"Electronics"},{"key":"4984_CR36","volume":"30","author":"AR Hameed","year":"2020","unstructured":"Hameed, A.R., Islam, S., Ahmad, I., Munir, K.: Energy-and performance-aware load-balancing in vehicular fog computing. Sustain. Comput. 30, 100454 (2020)","journal-title":"Sustain. Comput."},{"key":"4984_CR37","doi-asserted-by":"publisher","first-page":"5913","DOI":"10.1002\/cpe.5913","volume":"34","author":"SP Singh","year":"2020","unstructured":"Singh, S.P., Kumar, R., Sharma, A., Nayyar, A.: Leveraging energy-efficient load balancing algorithms in fog computing. Concurr. Comput. 34, 5913 (2020)","journal-title":"Concurr. Comput."},{"issue":"7","key":"4984_CR38","doi-asserted-by":"publisher","first-page":"1499","DOI":"10.1109\/TMC.2018.2863301","volume":"18","author":"S Sthapit","year":"2018","unstructured":"Sthapit, S., Thompson, J., Robertson, N.M., Hopgood, J.R.: Computational load balancing on the edge in absence of cloud and fog. IEEE Trans. Mob. Comput. 18(7), 1499\u20131512 (2018)","journal-title":"IEEE Trans. Mob. Comput."},{"key":"4984_CR39","unstructured":"Fan, Q., Ansari, N.: Towards workload balancing in fog computing empowered iot. IEEE Transactions on Network Science and Engineering (2018)"},{"key":"4984_CR40","first-page":"1","volume":"11","author":"FM Talaat","year":"2020","unstructured":"Talaat, F.M., Saraya, M.S., Saleh, A.I., Ali, H.A., Ali, S.H.: A load balancing and optimization strategy (lbos) using reinforcement learning in fog computing environment. J. Amb. Intell. Human. Comput. 11, 1\u201316 (2020)","journal-title":"J. Amb. Intell. Human. Comput."},{"issue":"1","key":"4984_CR41","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/s13677-017-0090-3","volume":"6","author":"S Khan","year":"2017","unstructured":"Khan, S., Parkinson, S., Qin, Y.: Fog computing security: a review of current applications and security solutions. J. Cloud Comput. 6(1), 1\u201322 (2017)","journal-title":"J. Cloud Comput."},{"key":"4984_CR42","unstructured":"Auluck, N., Rana, O., Nepal, S., Jones, A., Singh, A.: Scheduling real time security aware tasks in fog networks. IEEE Transactions on Services Computing (2019)"},{"key":"4984_CR43","first-page":"1","volume-title":"Machine Learning for Edge Computing","author":"K Gupta","year":"2022","unstructured":"Gupta, K., Gupta, D., Kukreja, V., Kaushik, V.: Fog computing and its security challenges. In: Machine Learning for Edge Computing, pp. 1\u201324. CRC Press, Boca Raton (2022)"},{"issue":"12","key":"4984_CR44","doi-asserted-by":"publisher","first-page":"7487","DOI":"10.1007\/s13369-018-3169-3","volume":"43","author":"C Li","year":"2018","unstructured":"Li, C., Zhuang, H., Wang, Q., Zhou, X.: Sslb: self-similarity-based load balancing for large-scale fog computing. Arab. J. Sci. Eng. 43(12), 7487\u20137498 (2018)","journal-title":"Arab. J. Sci. Eng."},{"key":"4984_CR45","doi-asserted-by":"crossref","unstructured":"Sarmila, G.P., Gnanambigai, N., Dinadayalan, P.: Survey on fault tolerant\u2014load balancing algorithmsin cloud computing. In: 2015 2nd International Conference on Electronics and Communication Systems (ICECS), pp. 1715\u20131720 (2015). IEEE","DOI":"10.1109\/ECS.2015.7124879"},{"key":"4984_CR46","doi-asserted-by":"crossref","unstructured":"Di\u00a0Modica, G., Gulino, S., Tomarchio, O.: Iot fault management in cloud\/fog environments. In: Proceedings of the 9th International Conference on the Internet of Things, pp. 1\u20134 (2019)","DOI":"10.1145\/3365871.3365882"},{"issue":"6","key":"4984_CR47","first-page":"2821","volume":"27","author":"N Rathore","year":"2014","unstructured":"Rathore, N., Chana, I.: Job migration with fault tolerance based qos scheduling using hash table functionality in social grid computing. J. Intell. Fuzzy Syst. 27(6), 2821\u20132833 (2014)","journal-title":"J. Intell. Fuzzy Syst."},{"key":"4984_CR48","doi-asserted-by":"publisher","unstructured":"Gandhi, V., Ramkumar, K.R., Kaur, A., Kaushal, P., Chahal, J.K., Singh, J.: Security and privacy in iot, cloud and augmented reality. In: 2021 6th International Conference on Signal Processing, Computing and Control (ISPCC), pp. 131\u2013135 (2021). https:\/\/doi.org\/10.1109\/ISPCC53510.2021.9609520","DOI":"10.1109\/ISPCC53510.2021.9609520"},{"key":"4984_CR49","doi-asserted-by":"crossref","unstructured":"Rajab, H.T., Younis, M.F.: Dynamic fault tolerance aware scheduling for healthcare system on fog computing. Iraqi Journal of Science, 308\u2013318 (2021)","DOI":"10.24996\/ijs.2021.62.1.29"},{"issue":"23","key":"4984_CR50","doi-asserted-by":"publisher","first-page":"7183","DOI":"10.1002\/cpe.7183","volume":"34","author":"V Kashyap","year":"2022","unstructured":"Kashyap, V., Kumar, A.: Load balancing techniques for fog computing environment: comparison, taxonomy, open issues, and challenges. Concurr. Comput. Pract. Exper. 34(23), 7183 (2022)","journal-title":"Concurr. Comput. Pract. Exper."},{"issue":"1","key":"4984_CR51","doi-asserted-by":"publisher","first-page":"283","DOI":"10.1109\/JIOT.2017.2780236","volume":"5","author":"L Liu","year":"2017","unstructured":"Liu, L., Chang, Z., Guo, X., Mao, S., Ristaniemi, T.: Multiobjective optimization for computation offloading in fog computing. IEEE Inter. Things J. 5(1), 283\u2013294 (2017)","journal-title":"IEEE Inter. Things J."},{"issue":"10","key":"4984_CR52","doi-asserted-by":"publisher","first-page":"4548","DOI":"10.1109\/TII.2018.2818932","volume":"14","author":"J Wan","year":"2018","unstructured":"Wan, J., Chen, B., Wang, S., Xia, M., Li, D., Liu, C.: Fog computing for energy-aware load balancing and scheduling in smart factory. IEEE Trans. Ind. Inf. 14(10), 4548\u20134556 (2018)","journal-title":"IEEE Trans. Ind. Inf."},{"issue":"Supplement2","key":"4984_CR53","doi-asserted-by":"publisher","first-page":"140","DOI":"10.1109\/CC.2016.7833468","volume":"13","author":"X He","year":"2016","unstructured":"He, X., Ren, Z., Shi, C., Fang, J.: A novel load balancing strategy of software-defined cloud\/fog networking in the internet of vehicles. China Commun. 13(Supplement2), 140\u2013149 (2016)","journal-title":"China Commun."},{"key":"4984_CR54","doi-asserted-by":"crossref","unstructured":"Baek, J.-y., Kaddoum, G., Garg, S., Kaur, K., Gravel, V.: Managing fog networks using reinforcement learning based load balancing algorithm. In: 2019 IEEE Wireless Communications and Ing Conference (WCNC), pp. 1\u20137 (2019). IEEE","DOI":"10.1109\/WCNC.2019.8885745"},{"issue":"4","key":"4984_CR55","first-page":"781","volume":"37","author":"A Kumar","year":"2018","unstructured":"Kumar, A., Kumar, R., Sharma, A.: Equal: energy and qos aware resource allocation approach for clouds. Comput. Inf. 37(4), 781\u2013814 (2018)","journal-title":"Comput. Inf."},{"issue":"1","key":"4984_CR56","first-page":"76","volume":"37","author":"A Kumar","year":"2018","unstructured":"Kumar, A., Kumar, R., Sharma, A.: Energy aware resource allocation for clouds using two level ant colony optimization. Comput. Inf. 37(1), 76\u2013108 (2018)","journal-title":"Comput. Inf."}],"container-title":["Cluster Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-024-04984-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10586-024-04984-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-024-04984-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,6]],"date-time":"2025-09-06T12:32:45Z","timestamp":1757161965000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10586-024-04984-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4,28]]},"references-count":56,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2025,8]]}},"alternative-id":["4984"],"URL":"https:\/\/doi.org\/10.1007\/s10586-024-04984-5","relation":{},"ISSN":["1386-7857","1573-7543"],"issn-type":[{"type":"print","value":"1386-7857"},{"type":"electronic","value":"1573-7543"}],"subject":[],"published":{"date-parts":[[2025,4,28]]},"assertion":[{"value":"29 July 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 November 2024","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"8 December 2024","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"28 April 2025","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors have not disclosed any competing interests.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing Interests"}},{"value":"We confirm that this work is original and has not been published elsewhere, nor is it currently under consideration for publication elsewhere. We have no Conflict of interest to disclose. This article does not contain any studies with animals performed by any of the authors.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical approval"}}],"article-number":"284"}}