@ARTICLE{Tighilt23-JSS-MicroserviceAntipatterns,
   AUTHOR       = {Rafik Tighilt and Manel Abdellatif and Imen Trabelsi and 
      Lo�c Madern and Naouel Moha and Yann-Ga�l Gu�h�neuc},
   JOURNAL      = {Journal of Systems and Software (JSS)},
   TITLE        = {On the Maintenance Support for Microservice-based 
      Systems through the Specification and the Detection of Microservice 
      Antipatterns},
   YEAR         = {2023},
   MONTH        = {October},
   OPTNOTE      = {},
   OPTNUMBER    = {},
   OPTPAGES     = {},
   VOLUME       = {204},
   EDITOR       = {Paris Avgeriou and David Shepherd},
   KEYWORDS     = {Topic: <b>Evolution patterns</b>, Venue: <b>JSS</b>},
   PUBLISHER    = {Elsevier},
   URL          = {http://www.ptidej.net/publications/documents/JSS23.doc.pdf},
   ABSTRACT     = {The software industry is currently moving from 
      monolithic to microservice architectures, which are made up of 
      independent, reusable, and fine-grained services. A lack of 
      understanding of the core concepts of microservice architectures can 
      lead to poorly designed systems that include microservice 
      antipatterns. These microservice antipatterns may affect the quality 
      of services and hinder the maintenance and evolution of software 
      systems. The specification and detection of microservice antipatterns 
      could help in evaluating and assessing the design quality of systems. 
      Several research works have studied patterns and antipatterns in 
      microservice-based systems, but the automatic detection of these 
      antipatterns is still in its infancy. We propose MARS (Microservice 
      Antipatterns Research Software), a fully automated approach supported 
      by a framework for specifying and identifying microservice 
      antipatterns. Using MARS, we specify and identify 16 microservice 
      antipatterns in 24 microservice-based systems. The results show that 
      MARS can effectively detect microservice antipatterns with an average 
      precision of 82\% and a recall of 89\%. Thus, our approach can help 
      developers assert and improve the quality of their microservices and 
      development practices.}
}

{"_id":"Maux5fvNR6RMHbcjb","bibbaseid":"tighilt-abdellatif-trabelsi-madern-moha-guhneuc-onthemaintenancesupportformicroservicebasedsystemsthroughthespecificationandthedetectionofmicroserviceantipatterns-2023","author_short":["Tighilt, R.","Abdellatif, M.","Trabelsi, I.","Madern, L.","Moha, N.","Gu�h�neuc, Y."],"bibdata":{"bibtype":"article","type":"article","author":[{"firstnames":["Rafik"],"propositions":[],"lastnames":["Tighilt"],"suffixes":[]},{"firstnames":["Manel"],"propositions":[],"lastnames":["Abdellatif"],"suffixes":[]},{"firstnames":["Imen"],"propositions":[],"lastnames":["Trabelsi"],"suffixes":[]},{"firstnames":["Lo�c"],"propositions":[],"lastnames":["Madern"],"suffixes":[]},{"firstnames":["Naouel"],"propositions":[],"lastnames":["Moha"],"suffixes":[]},{"firstnames":["Yann-Ga�l"],"propositions":[],"lastnames":["Gu�h�neuc"],"suffixes":[]}],"journal":"Journal of Systems and Software (JSS)","title":"On the Maintenance Support for Microservice-based Systems through the Specification and the Detection of Microservice Antipatterns","year":"2023","month":"October","optnote":"","optnumber":"","optpages":"","volume":"204","editor":[{"firstnames":["Paris"],"propositions":[],"lastnames":["Avgeriou"],"suffixes":[]},{"firstnames":["David"],"propositions":[],"lastnames":["Shepherd"],"suffixes":[]}],"keywords":"Topic: <b>Evolution patterns</b>, Venue: <b>JSS</b>","publisher":"Elsevier","url":"http://www.ptidej.net/publications/documents/JSS23.doc.pdf","abstract":"The software industry is currently moving from monolithic to microservice architectures, which are made up of independent, reusable, and fine-grained services. A lack of understanding of the core concepts of microservice architectures can lead to poorly designed systems that include microservice antipatterns. These microservice antipatterns may affect the quality of services and hinder the maintenance and evolution of software systems. The specification and detection of microservice antipatterns could help in evaluating and assessing the design quality of systems. Several research works have studied patterns and antipatterns in microservice-based systems, but the automatic detection of these antipatterns is still in its infancy. We propose MARS (Microservice Antipatterns Research Software), a fully automated approach supported by a framework for specifying and identifying microservice antipatterns. Using MARS, we specify and identify 16 microservice antipatterns in 24 microservice-based systems. The results show that MARS can effectively detect microservice antipatterns with an average precision of 82% and a recall of 89%. Thus, our approach can help developers assert and improve the quality of their microservices and development practices.","bibtex":"@ARTICLE{Tighilt23-JSS-MicroserviceAntipatterns,\r\n AUTHOR = {Rafik Tighilt and Manel Abdellatif and Imen Trabelsi and \r\n Lo�c Madern and Naouel Moha and Yann-Ga�l Gu�h�neuc},\r\n JOURNAL = {Journal of Systems and Software (JSS)},\r\n TITLE = {On the Maintenance Support for Microservice-based \r\n Systems through the Specification and the Detection of Microservice \r\n Antipatterns},\r\n YEAR = {2023},\r\n MONTH = {October},\r\n OPTNOTE = {},\r\n OPTNUMBER = {},\r\n OPTPAGES = {},\r\n VOLUME = {204},\r\n EDITOR = {Paris Avgeriou and David Shepherd},\r\n KEYWORDS = {Topic: <b>Evolution patterns</b>, Venue: <b>JSS</b>},\r\n PUBLISHER = {Elsevier},\r\n URL = {http://www.ptidej.net/publications/documents/JSS23.doc.pdf},\r\n ABSTRACT = {The software industry is currently moving from \r\n monolithic to microservice architectures, which are made up of \r\n independent, reusable, and fine-grained services. A lack of \r\n understanding of the core concepts of microservice architectures can \r\n lead to poorly designed systems that include microservice \r\n antipatterns. These microservice antipatterns may affect the quality \r\n of services and hinder the maintenance and evolution of software \r\n systems. The specification and detection of microservice antipatterns \r\n could help in evaluating and assessing the design quality of systems. \r\n Several research works have studied patterns and antipatterns in \r\n microservice-based systems, but the automatic detection of these \r\n antipatterns is still in its infancy. We propose MARS (Microservice \r\n Antipatterns Research Software), a fully automated approach supported \r\n by a framework for specifying and identifying microservice \r\n antipatterns. Using MARS, we specify and identify 16 microservice \r\n antipatterns in 24 microservice-based systems. The results show that \r\n MARS can effectively detect microservice antipatterns with an average \r\n precision of 82\\% and a recall of 89\\%. Thus, our approach can help \r\n developers assert and improve the quality of their microservices and \r\n development practices.}\r\n}\r\n\r\n","author_short":["Tighilt, R.","Abdellatif, M.","Trabelsi, I.","Madern, L.","Moha, N.","Gu�h�neuc, Y."],"editor_short":["Avgeriou, P.","Shepherd, D."],"key":"Tighilt23-JSS-MicroserviceAntipatterns","id":"Tighilt23-JSS-MicroserviceAntipatterns","bibbaseid":"tighilt-abdellatif-trabelsi-madern-moha-guhneuc-onthemaintenancesupportformicroservicebasedsystemsthroughthespecificationandthedetectionofmicroserviceantipatterns-2023","role":"author","urls":{"Paper":"http://www.ptidej.net/publications/documents/JSS23.doc.pdf"},"keyword":["Topic: <b>Evolution patterns</b>","Venue: <b>JSS</b>"],"metadata":{"authorlinks":{}}},"bibtype":"article","biburl":"http://www.yann-gael.gueheneuc.net/Work/Publications/Biblio/complete-bibliography.bib","dataSources":["8vn5MSGYWB4fAx9Z4"],"keywords":["topic: <b>evolution patterns</b>","venue: <b>jss</b>"],"search_terms":["maintenance","support","microservice","based","systems","through","specification","detection","microservice","antipatterns","tighilt","abdellatif","trabelsi","madern","moha","gu�h�neuc"],"title":"On the Maintenance Support for Microservice-based Systems through the Specification and the Detection of Microservice Antipatterns","year":2023}