Analysis of a many-objective optimization approach for identifying microservices from legacy systems

Assunção, Wesley K. G.; Colanzi, Thelma Elita; Carvalho, Luiz; Garcia, Alessandro; Pereira, Juliana Alves; Lima, Maria Julia de; Lucena, Carlos José Pereira de

doi:10.1007/s10664-021-10049-7

Cited by 7 publications

(1 citation statement)

References 51 publications

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“…NSGA-III in opposition to RS. The performance of NSGA-III was objectively studied and compared to identify microservice problems and produce findings more quickly [9]. A solution called Microscaler [36] is designed to help application providers find the services and scale them to meet the service level agreement requirement for microservice-based systems in the service-mesh-enabled settings.…”

Section: Related Workmentioning

confidence: 99%

A systematic mapping study: The new age of software architecture from monolithic to microservice architecture—awareness and challenges

Razzaq

Ghayyur

2022

Comp Applic In Engineering

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Microservice architecture (MSA) is an emerging architectural style as an innovative approach that is growing in quality over time. Microservices are endorsed by various researchers to shatter the issues and limitations encountered by the use of aging approaches for monolithic legacy architecture styles. Nonetheless, there exists no state of the research exhaustive study on migration to MSA from monolithic architecture. MSA has made the need to design the development methods of software and styles of architectures that satisfy these demands. The design of software architecture is the ongoing rise of MSA to address the independent deployment, scalability, and maintenance requirements. In this article, a systematic mapping study (SMS) was performed, including the literature on the migration approaches published between 2010 and 2021 to evaluate the contemporary state of the art and practice of software architecting. This study outlines the awareness and importance of MSA. Seventy‐three studies were finally selected in this SMS. The following perspectives of this study are publication trends, main venues, the focus of research, migration approaches, migration challenges, successful factors after migration, and the potential for industrial adoption. We synthesize the data and give a summary of the state of the art. This study also provides future research directions and applications for adopting microservices.

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Section: Related Workmentioning

confidence: 99%

A systematic mapping study: The new age of software architecture from monolithic to microservice architecture—awareness and challenges

Razzaq

Ghayyur

2022

Comp Applic In Engineering

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Large scale reuse of microservices using CI/CD and InnerSource practices - a case study

Badampudi,

Usman,

Chen

2024

Empir Software Eng

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Contemporary practices such as InnerSource (adopting open source practices within an organization), continuous integration and delivery (CI/CD), and the use of microservices promote software reuse. Although the benefits of individual contemporary practices on reuse may be known, the implications of collective contemporary practices, mainly challenges and improvements to mitigate the challenges, are to a large extent unknown. In this study, we investigate the additional effort (cost factors), benefits, challenges, and potential improvements in contemporary reuse at Ericsson. We performed the study in two phases: a) the initial data collection based on a combination of data collection methods (e.g., interviews, discussions, company portals), and b) a follow-up group discussion after a year to understand the status of the challenges and improvements identified in the first phase. Our results indicate that developing reusable assets resulted in upfront cost factors, such as additional effort in ensuring compliance. Furthermore, development with reuse also resulted in cost factors, for example, additional effort in integrating and understanding reusable assets. Ericsson perceived the cost factors as an investment resulting in long-term benefits such as improved quality, productivity, customer experience, and way of working. The main challenge faced by Ericsson was the pressure on the producers of reusable assets. Our study shows how InnerSource can lead to an increase in contributions to reusable assets. Furthermore, Ericsson implemented measures like automating compliance checks that improved the maturity of reusable assets, resulting in an increase in their reuse. In summary, effective use of contemporary practices such as InnerSource and CI/CD, along with the use of microservices, can facilitate large scale reuse.

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How do microservices evolve? An empirical analysis of changes in open-source microservice repositories

Assunção,

Krüger,

Mosser

et al. 2023

Journal of Systems and Software

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Analysis of a many-objective optimization approach for identifying microservices from legacy systems

Cited by 7 publications

References 51 publications

A systematic mapping study: The new age of software architecture from monolithic to microservice architecture—awareness and challenges

A systematic mapping study: The new age of software architecture from monolithic to microservice architecture—awareness and challenges

Large scale reuse of microservices using CI/CD and InnerSource practices - a case study

How do microservices evolve? An empirical analysis of changes in open-source microservice repositories

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