{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T02:05:13Z","timestamp":1743041113331,"version":"3.40.3"},"publisher-location":"Cham","reference-count":23,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031709456"},{"type":"electronic","value":"9783031712463"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"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":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-3-031-71246-3_9","type":"book-chapter","created":{"date-parts":[[2024,8,31]],"date-time":"2024-08-31T16:03:02Z","timestamp":1725120182000},"page":"72-79","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Improving QoS of Microservices Architecture Using Machine Learning Techniques"],"prefix":"10.1007","author":[{"given":"Neha","family":"Kaushik","sequence":"first","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,9,1]]},"reference":[{"issue":"5","key":"9_CR1","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s42979-021-00767-6","volume":"2","author":"V Raj","year":"2021","unstructured":"Raj, V., Sadam, R.: Evaluation of SOA-based web services and microservices architecture using complexity metrics. SN Comput. Sci. 2(5), 1\u201310 (2021)","journal-title":"SN Comput. Sci."},{"issue":"1","key":"9_CR2","doi-asserted-by":"publisher","first-page":"25","DOI":"10.1109\/MS.2020.3028708","volume":"38","author":"D Taibi","year":"2020","unstructured":"Taibi, D., Spillner, J., Wawruch, K.: Serverless computing-where are we now, and where are we heading? IEEE Softw. 38(1), 25\u201331 (2020)","journal-title":"IEEE Softw."},{"key":"9_CR3","doi-asserted-by":"publisher","unstructured":"Singh, A., Raj, V., Ravichandra, S.: Integration of attribute-based access control in microservices architecture. In: ICT Systems and Sustainability, pp. 681\u2212690 Springer, Singapore (2022). https:\/\/doi.org\/10.1007\/978-981-16-5987-4_69","DOI":"10.1007\/978-981-16-5987-4_69"},{"key":"9_CR4","doi-asserted-by":"crossref","unstructured":"Dragoni, N., et al.: Yesterday, today, and tomorrow. Present Ulterior Softw. Eng. 195\u2212216 (2017)","DOI":"10.1007\/978-3-319-67425-4_12"},{"issue":"4","key":"9_CR5","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1007\/s10664-020-09910-y","volume":"26","author":"Y Wang","year":"2021","unstructured":"Wang, Y., Kadiyala, H., Rubin, J.: Promises and challenges of microservices: an exploratory study. Empirical Softw. Eng. 26(4), 63 (2021)","journal-title":"Empirical Softw. Eng."},{"key":"9_CR6","doi-asserted-by":"crossref","unstructured":"Li, S., et al.: Understanding and addressing quality attributes of microservices architecture: a systematic literature review. Inf. Softw. Technol. 131, 106449 (2021).","DOI":"10.1016\/j.infsof.2020.106449"},{"key":"9_CR7","unstructured":"Ghofrani, J., L\u00fcbke, D.: Challenges of microservices architecture: a Survey on the State of the Practice. ZEUS, 1-8 (2018)"},{"issue":"5","key":"9_CR8","doi-asserted-by":"publisher","first-page":"22","DOI":"10.1109\/MCC.2017.4250931","volume":"4","author":"D Taibi","year":"2017","unstructured":"Taibi, D., Lenarduzzi, V., Pahl, C.: Processes, motivations, and issues for migrating to microservices architectures: an empirical investigation. IEEE Cloud Comput. 4(5), 22\u201332 (2017)","journal-title":"IEEE Cloud Comput."},{"issue":"3","key":"9_CR9","doi-asserted-by":"publisher","first-page":"1448","DOI":"10.1109\/TSC.2020.2995937","volume":"15","author":"M Abdullah","year":"2020","unstructured":"Abdullah, M., Iqbal, W., Berral, J.L., Polo, J., Carrera, D.: Burst-aware predictive autoscaling for containerized microservices. IEEE Trans. Serv. Comput. 15(3), 1448\u20131460 (2020)","journal-title":"IEEE Trans. Serv. Comput."},{"key":"9_CR10","doi-asserted-by":"publisher","DOI":"10.1016\/j.sysarc.2020.101785","volume":"111","author":"CT Joseph","year":"2020","unstructured":"Joseph, C.T., Chandrasekaran, K.: IntMA: Dynamic interaction-aware resource allocation for containerized microservices in cloud environments. J. Syst. Archit. 111, 101785 (2020)","journal-title":"J. Syst. Archit."},{"issue":"1","key":"9_CR11","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/s13174-018-0098-z","volume":"10","author":"AR Sampaio","year":"2019","unstructured":"Sampaio, A.R., Rubin, J., Beschastnikh, I., Rosa, N.S.: Improving microservice-based applications with runtime placement adaptation. J. Int. Serv. Appl. 10(1), 1\u201330 (2019)","journal-title":"J. Int. Serv. Appl."},{"issue":"2","key":"9_CR12","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1007\/s10664-021-10088-0","volume":"27","author":"M Camilli","year":"2022","unstructured":"Camilli, M., Russo, B.: Modeling performance of microservices systems with growth theory. Empirical Softw. Eng. 27(2), 39 (2022)","journal-title":"Empirical Softw. Eng."},{"key":"9_CR13","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2021.111084","volume":"183","author":"V Cortellessa","year":"2022","unstructured":"Cortellessa, V., Di Pompeo, D., Eramo, R., Tucci, M.: A model-driven approach for continuous performance engineering in microservice-based systems. J. Syst. Softw. 183, 111084 (2022)","journal-title":"J. Syst. Softw."},{"issue":"10","key":"9_CR14","doi-asserted-by":"publisher","first-page":"1182","DOI":"10.1049\/cmu2.12371","volume":"16","author":"Z Liu","year":"2022","unstructured":"Liu, Z., Yu, H., Fan, G., Chen, L.: Reliability modelling and optimization for microservice-based cloud application using multi-agent system. IET Commun. 16(10), 1182\u20131199 (2022)","journal-title":"IET Commun."},{"key":"9_CR15","doi-asserted-by":"crossref","unstructured":"Song, Z., Tilevich, E.: Equivalence-enhanced microservice workflow orchestration to efficiently increase reliability. In 2019 IEEE International Conference on Web Services (ICWS), pp. 426\u2212433. IEEE (2019)","DOI":"10.1109\/ICWS.2019.00076"},{"issue":"2","key":"9_CR16","doi-asserted-by":"publisher","DOI":"10.1002\/stvr.1725","volume":"30","author":"R Pietrantuono","year":"2020","unstructured":"Pietrantuono, R., Russo, S., Guerriero, A.: Testing microservice architectures for operational reliability. Softw. Test. Verification Reliab. 30(2), e1725 (2020)","journal-title":"Softw. Test. Verification Reliab."},{"key":"9_CR17","doi-asserted-by":"crossref","unstructured":"El Malki, A., Zdun, U., Pautasso, C.: Impact of API rate limit on reliability of microservices-based architectures. In 2022 IEEE International Conference on Service-Oriented System Engineering (SOSE), pp. 19\u221228. IEEE (2022)","DOI":"10.1109\/SOSE55356.2022.00009"},{"key":"9_CR18","doi-asserted-by":"crossref","unstructured":"Jagadeesan, L. J., & Mendiratta, V. B.: When failure is (not) an option: reliability models for microservices architectures. In 2020 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW), pp. 19\u221224. IEEE (2020)","DOI":"10.1109\/ISSREW51248.2020.00031"},{"issue":"3","key":"9_CR19","doi-asserted-by":"publisher","first-page":"1133","DOI":"10.1109\/TR.2015.2504720","volume":"65","author":"Z Ding","year":"2015","unstructured":"Ding, Z., Xu, T., Ye, T., Zhou, Y.: Online prediction and improvement of reliability for service oriented systems. IEEE Trans. Reliab. 65(3), 1133\u20131148 (2015)","journal-title":"IEEE Trans. Reliab."},{"key":"9_CR20","doi-asserted-by":"crossref","unstructured":"Al Qassem, L.M., Stouraitis, T., Damiani, E., Elfadel, I.A.M.: Proactive random-forest autoscaler for microservice resource allocation. IEEE Access 11 (2023)","DOI":"10.1109\/ACCESS.2023.3234021"},{"key":"9_CR21","doi-asserted-by":"crossref","unstructured":"Yan, M., Liang, X., Lu, Z., Wu, J., Zhang, W.: HANSEL: Adaptive horizontal scaling of microservices using Bi-LSTM. Appl. Soft Comput. 105, 107216 (2021)","DOI":"10.1016\/j.asoc.2021.107216"},{"key":"9_CR22","doi-asserted-by":"crossref","unstructured":"Xu, M., CoScal: Multi-faceted scaling of microservices with reinforcement learning. IEEE Trans. Netw. Serv. Manage. (2022).","DOI":"10.1109\/TNSM.2022.3210211"},{"issue":"6","key":"9_CR23","doi-asserted-by":"publisher","first-page":"556","DOI":"10.1109\/TSE.2016.2615615","volume":"43","author":"H Wang","year":"2016","unstructured":"Wang, H., Wang, L., Yu, Q., Zheng, Z., Bouguettaya, A., Lyu, M.R.: Online reliability prediction via motifs-based dynamic Bayesian networks for service-oriented systems. IEEE Trans. Soft. Eng. 43(6), 556\u2013579 (2016)","journal-title":"IEEE Trans. Soft. Eng."}],"container-title":["Lecture Notes in Computer Science","Software Architecture. ECSA 2024 Tracks and Workshops"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-71246-3_9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,31]],"date-time":"2024-08-31T16:03:43Z","timestamp":1725120223000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-71246-3_9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031709456","9783031712463"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-71246-3_9","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"1 September 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ECSA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"European Conference on Software Architecture","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Luxembourg City","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Luxembourg","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1 September 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 September 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ecsa2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}