{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,6,30]],"date-time":"2024-06-30T11:10:31Z","timestamp":1719745831231},"reference-count":32,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2018,4,14]],"date-time":"2018-04-14T00:00:00Z","timestamp":1523664000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100007601","name":"Horizon 2020","doi-asserted-by":"publisher","award":["644869"],"id":[{"id":"10.13039\/501100007601","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Inf Syst Front"],"published-print":{"date-parts":[[2019,2]]},"DOI":"10.1007\/s10796-018-9851-x","type":"journal-article","created":{"date-parts":[[2018,4,14]],"date-time":"2018-04-14T03:30:58Z","timestamp":1523676658000},"page":"67-85","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":12,"title":["Quantitative Analysis of Apache Storm Applications: The NewsAsset Case Study"],"prefix":"10.1007","volume":"21","author":[{"given":"Jos\u00e9 I.","family":"Requeno","sequence":"first","affiliation":[]},{"given":"Jos\u00e9","family":"Merseguer","sequence":"additional","affiliation":[]},{"given":"Simona","family":"Bernardi","sequence":"additional","affiliation":[]},{"given":"Diego","family":"Perez-Palacin","sequence":"additional","affiliation":[]},{"given":"Giorgos","family":"Giotis","sequence":"additional","affiliation":[]},{"given":"Vasilis","family":"Papanikolaou","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,4,14]]},"reference":[{"key":"9851_CR1","unstructured":"Apache. (2017a). Apache Storm Website. \n http:\/\/storm.apache.org\/\n \n ."},{"key":"9851_CR2","unstructured":"Apache. (2017b). Apache Zookeeper Website. \n https:\/\/zookeeper.apache.org\/\n \n ."},{"key":"9851_CR3","doi-asserted-by":"crossref","unstructured":"Ardagna, D., & et al. (2016). Modeling performance of Hadoop applications: a journey from queueing networks to stochastic well formed nets. In Carretero, J., & et al. (Eds.) Proceedings of the 16th Int. Conf. on algorithms and architectures for parallel processing. ISBN 978-3-319-49583-5 (pp. 599\u2013613). Cham: Springer.","DOI":"10.1007\/978-3-319-49583-5_47"},{"key":"9851_CR4","unstructured":"ATC. (2018). Athens technology center Website. \n https:\/\/www.atc.gr\/default.aspx?page=home\n \n ."},{"issue":"1","key":"9851_CR5","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1109\/TDSC.2004.2","volume":"1","author":"A Avizienis","year":"2004","unstructured":"Avizienis, A., Laprie, J.-C., Randell, B., Landwehr, C.E. (2004). Basic concepts and taxonomy of dependable and secure computing. IEEE Transactions on Dependable and Secure Computing, 1(1), 11\u201333. \n https:\/\/doi.org\/10.1109\/TDSC.2004.2\n \n .","journal-title":"IEEE Transactions on Dependable and Secure Computing"},{"issue":"3","key":"9851_CR6","doi-asserted-by":"publisher","first-page":"313","DOI":"10.1007\/s10270-009-0128-1","volume":"10","author":"S Bernardi","year":"2011","unstructured":"Bernardi, S., Merseguer, J., Petriu, D.C. (2011). A dependability profile within MARTE. Software &, Systems Modeling, 10(3), 313\u2013336.","journal-title":"Software &, Systems Modeling"},{"issue":"2","key":"9851_CR7","doi-asserted-by":"publisher","first-page":"89","DOI":"10.1109\/32.214828","volume":"19","author":"G Chiola","year":"1993","unstructured":"Chiola, G., Marsan, M.A., Balbo, G., Conte, G. (1993). Generalized stochastic Petri nets: a definition at the net level and its implications. IEEE Transactions on Software Engineering, 19(2), 89\u2013107.","journal-title":"IEEE Transactions on Software Engineering"},{"key":"9851_CR8","unstructured":"DICE Consortium. (2016). Requirement Specification. Technical report, European Union\u2019s Horizon 2020 research and innovation program. \n http:\/\/wp.doc.ic.ac.uk\/dice-h2020\/wp-content\/uploads\/sites\/75\/2015\/08\/D1.2_Requirement-specification.pdf\n \n ."},{"key":"9851_CR9","unstructured":"DICE Consortium. (2016). Storm profile. \n https:\/\/github.com\/dice-project\/DICE-Profiles\n \n ."},{"key":"9851_CR10","unstructured":"DICE Consortium. (2017). DICE Simulation tool. \n https:\/\/github.com\/dice-project\/DICE-Simulation\/\n \n ."},{"key":"9851_CR11","unstructured":"Dipartimento di informatica, Universit\u00e0 di Torino. (2015). GRaphical Editor and Analyzer for Timed and Stochastic Petri Nets. \n http:\/\/www.di.unito.it\/greatspn\/index.html\n \n ."},{"key":"9851_CR12","doi-asserted-by":"crossref","unstructured":"Diplaris, S., & et al. (2012). SocialSensor: sensing user generated input for improved media discovery and experience. In Proceedings of the 21st international conference on World Wide Web (pp. 243\u2013246). ACM.","DOI":"10.1145\/2187980.2188020"},{"key":"9851_CR13","unstructured":"Flexiant. (2017). Flexiant cloud orchestator Website. \n https:\/\/www.flexiant.com\/\n \n ."},{"issue":"4","key":"9851_CR14","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1145\/3092819.3092824","volume":"44","author":"E Gianniti","year":"2017","unstructured":"Gianniti, E., & et al. (2017). Fluid Petri nets for the performance evaluation of MapReduce and Spark applications. ACM SIGMETRICS Performance Evaluation Review, 44(4), 23\u201336.","journal-title":"ACM SIGMETRICS Performance Evaluation Review"},{"key":"9851_CR15","volume-title":"Systems and software engineering \u2013 High-level Petri nets \u2013 Part 2: Transfer format. ISO\/IEC 159092:2011","author":"ISO","year":"2008","unstructured":"ISO. (2008). Systems and software engineering \u2013 High-level Petri nets \u2013 Part 2: Transfer format. ISO\/IEC 159092:2011. Geneva: International Organization for Standardization."},{"issue":"3","key":"9851_CR16","first-page":"1","volume":"35","author":"J Kro\u00df","year":"2015","unstructured":"Kro\u00df, J., Brunnert, A., Krcmar, H. (2015). Modeling big data systems by extending the Palladio component model. Softwaretechnik-Trends, 35(3), 1\u20133.","journal-title":"Softwaretechnik-Trends"},{"issue":"4","key":"9851_CR17","first-page":"1","volume":"36","author":"J Kro\u00df","year":"2016","unstructured":"Kro\u00df, J., & Krcmar, H. (2016). Modeling and simulating Apache Spark streaming applications. Softwaretechnik-Trends, 36(4), 1\u20133.","journal-title":"Softwaretechnik-Trends"},{"key":"9851_CR18","doi-asserted-by":"crossref","unstructured":"Lagarde, F., Espinoza, H., Terrier, F., G\u00e9rard, S. (2007). Improving UML profile design practices by leveraging conceptual domain models. In Kurt Stirewalt, RE, Egyed, A., Fischer, B. (Eds.) Proceeedins of the 22nd IEEE\/ACM international conference on automated software engineering (ASE 2007) (pp. 445\u2013448). Atlanta : ACM.","DOI":"10.1145\/1321631.1321705"},{"key":"9851_CR19","unstructured":"Law Averill, M. (2015). Simulation modeling and analysis. McGraw-Hill."},{"key":"9851_CR20","volume-title":"Modelling with generalized stochastic Petri nets","author":"MA Marsan","year":"1994","unstructured":"Marsan, M.A., Balbo, G., Conte, G., Donatelli, S., Franceschinis, G. (1994). Modelling with generalized stochastic Petri nets, 1st edn. New York: John Wiley & Sons, Inc.","edition":"1st edn."},{"key":"9851_CR21","doi-asserted-by":"crossref","unstructured":"Nalepa, F., Batko, M., Zezula, P. (2015a). Model for performance analysis of distributed stream processing applications. In Proceedings of the 20th international conference on database and expert systems applications (pp. 520\u2013533). Springer.","DOI":"10.1007\/978-3-319-22852-5_42"},{"key":"9851_CR22","doi-asserted-by":"crossref","unstructured":"Nalepa, F., Batko, M., Zezula, P. (2015b). Performance analysis of distributed stream processing applications through colored Petri nets. In Proceedings of the 10th international doctoral workshop on mathematical and engineering methods in computer science (pp. 93\u2013106). Springer.","DOI":"10.1007\/978-3-319-29817-7_9"},{"key":"9851_CR23","unstructured":"OMG. (2011a). UML Profile for MARTE: Modeling and Analysis of Real-time Embedded Systems, Version 1.1. \n http:\/\/www.omg.org\/spec\/MARTE\/1.1\/\n \n ."},{"key":"9851_CR24","unstructured":"OMG. (2011b). Meta object facility (MOF) 2.0 Query\/View\/ Transformation specification, version 1.1. \n http:\/\/www.omg.org\/spec\/QVT\/1.1\/\n \n ."},{"key":"9851_CR25","doi-asserted-by":"publisher","unstructured":"Rak, T. (2015). Response time analysis of distributed web systems using QPNs. Mathematical Problems in Engineering, 2015, Article ID 490835, 10. \n https:\/\/doi.org\/10.1155\/2015\/490835\n \n .","DOI":"10.1155\/2015\/490835"},{"issue":"4","key":"9851_CR26","doi-asserted-by":"publisher","first-page":"14","DOI":"10.1109\/MCC.2014.84","volume":"1","author":"R Ranjan","year":"2014","unstructured":"Ranjan, R. (2014). Modeling and simulation in performance optimization of big data processing frameworks. IEEE Cloud Computing, 1(4), 14\u201319.","journal-title":"IEEE Cloud Computing"},{"key":"9851_CR27","doi-asserted-by":"crossref","unstructured":"Requeno, J.I., Merseguer, J., Bernardi, S. (2017). Performance analysis of Apache Storm applications using stochastic Petri nets. In Proceedings of the 5th international workshop on formal methods integration.","DOI":"10.1109\/IRI.2017.64"},{"issue":"4","key":"9851_CR28","first-page":"405","volume":"33","author":"S Samolej","year":"2009","unstructured":"Samolej, S., & Rak, T. (2009). Simulation and performance analysis of distributed internet systems using TCPNs. Informatica, 33(4), 405\u2013415.","journal-title":"Informatica"},{"key":"9851_CR29","doi-asserted-by":"crossref","unstructured":"Selic, B. (2007). A systematic approach to domain-specific language design using UML. In Proceedings of the 10th IEEE international symposium on object-oriented real-time distributed computing (pp. 2\u20139). IEEE Computer Society.","DOI":"10.1109\/ISORC.2007.10"},{"key":"9851_CR30","doi-asserted-by":"crossref","unstructured":"Singhal, R., & Verma, A. (2016). Predicting job completion time in heterogeneous MapReduce environments. In Proceedings of the 30th IEEE international parallel and distributed processing symposium workshops (pp. 17\u201327). IEEE.","DOI":"10.1109\/IPDPSW.2016.10"},{"key":"9851_CR31","doi-asserted-by":"crossref","unstructured":"Wang, K., & Khan, M.M.H. (2015). Performance prediction for Apache Spark platform. In 2015 IEEE 17th international conference on high performance computing and communications (HPCC), 2015 IEEE 7th international symposium on cyberspace safety and security (CSS), and 2015 IEEE 12th international conferen on embedded software and systems (ICESS) (pp. 166\u2013173). IEEE.","DOI":"10.1109\/HPCC-CSS-ICESS.2015.246"},{"key":"9851_CR32","first-page":"300","volume-title":"Modelling and performance evaluation with TimeNET 4.4","author":"A Zimmermann","year":"2017","unstructured":"Zimmermann, A. (2017). Modelling and performance evaluation with TimeNET 4.4 (pp. 300\u2013303). Cham: Springer International Publishing."}],"container-title":["Information Systems Frontiers"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10796-018-9851-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10796-018-9851-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10796-018-9851-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,9]],"date-time":"2019-05-09T08:14:19Z","timestamp":1557389659000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10796-018-9851-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,4,14]]},"references-count":32,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2019,2]]}},"alternative-id":["9851"],"URL":"https:\/\/doi.org\/10.1007\/s10796-018-9851-x","relation":{},"ISSN":["1387-3326","1572-9419"],"issn-type":[{"value":"1387-3326","type":"print"},{"value":"1572-9419","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,4,14]]},"assertion":[{"value":"14 April 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}