Experience on a Microservice-Based Reference Architecture for Measurement Systems

Vianden, Matthias; Lichter, Horst; Steffens, Andreas

doi:10.1109/apsec.2014.37

Cited by 26 publications

(9 citation statements)

References 11 publications

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“…These can be used for mapping, enrichment, and evaluations, for example. The structure is comparable to the reference architecture described by Vianden et al…”

Section: Microservice Setup In Winnermentioning

confidence: 71%

Toward a knowledge model focusing on microservices and cloud computing

Apel

Hertrampf

Späthe

2019

Concurrency and Computation

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Summary Microservices tend to use a variety of tools to create a well‐defined process of building, packing, backing, and publishing. These tools are usually configured independently by their descriptors. Interrelations between the different tools arise implicitly, but the overall structure only works if the different configurations are correctly coordinated along each other. This paper motivates the development of a knowledge model via a microservice measurement infrastructure within the research project WINNER, which explicitly shapes these interrelationships. For the development of our infrastructure‐related work, experience and requirements of currently common tools are used as a basis. The model contains essential structures for the description of configurations and endpoints, artefacts, and connections for the creation as well as publication process of services result. Our results are applied and discussed in an example.

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“…These can be used for mapping, enrichment, and evaluations, for example. The structure is comparable to the reference architecture described by Vianden et al…”

Section: Microservice Setup In Winnermentioning

confidence: 71%

Toward a knowledge model focusing on microservices and cloud computing

Apel

Hertrampf

Späthe

2019

Concurrency and Computation

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“…This approach misses the detection component, which is the major focus of our approach, but additionally focuses on a broader set of concerns than just those that can be modeled in component models. Vianden et al [22] report on a study of a microservice-based reference architecture as a starting point for enterprise measurement infrastructures. This can be seen as an alternative to a reconstruction effort, but it requires manual maintenance of the architecture in relation to the reference architecture -which could, e.g., be provided by one of the approaches reported in our paper.…”

Section: Related Work On Microservice Architecturesmentioning

confidence: 99%

Detector-based component model abstraction for microservice-based systems

et al. 2021

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One of the chief problems in software architecture is avoiding architecture model drift and erosion in all kinds of complex software systems. Microservice-based systems introduce new challenges in this context, as they often use a large variety of technologies in their latest iteration, and are changed and released very frequently. Existing solutions that can be used to reconstruct architecture models fall short in addressing these new challenges, as they cannot easily cope with continuous evolution, their accuracy is too low, and highly polyglot settings are not supported well. In this work, we report on a research study aiming to design a highly accurate architecture model abstraction approach for comprehending component architecture models of highly polyglot systems that can cope with continuous evolution. After analyzing the results of related studies, we found two possible architecture model abstraction approaches that meet the requirements of our study: an opportunistic, and a reusable semi-automatic detector-based approach. We have conducted an empirical case study for validation and comparison of the two approaches. We conclude that both detector approaches are feasible. In our case study, the reusable approach breaks even in terms of time and effort needed for establishing reuse, if modest reuse of detectors is possible, and is producing slightly more high quality and evolution-stable solutions than the opportunistic approach.

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“…e decentralization principle and lightweight communication agreements adopted are more flexible than ESB, which makes possible more accurate service optimization plans after service simplification, improves system maintainability, and shortens product iteration cycle for the upgrading need of the Internet era. For some scholars [15], the cost of MSA service governance and service granularity promotion must keep balance, and distributed development means larger challenges for teams, requiring higher technical costs.…”

Section: Granularity Of Microservicesmentioning

confidence: 99%

Granularity Decision of Microservice Splitting in View of Maintainability and Its Innovation Effect in Government Data Sharing

Chunzi

et al. 2020

Discrete Dynamics in Nature and Society

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The reasonable sharing and effective integration of data is the premise of improving the comprehensive governance ability of society through data empowerment. It can be determined that the fine-grained splitting of microservice framework can promote the reasonable sharing and effective integration of data. However, how to determine the granularity of microservice splitting is a multiparameter and multiobjective decision-making problem, which is also a key basic problem to be solved urgently both in academic research and application. From the perspective of application, this paper puts forward the criteria and basic framework that can guide the microservice splitting, and for the first time, based on the perspective of maintainability, it gives the decision criteria and methods of microservice splitting granularity. After the theoretical research, this paper also takes the provincial microservice governance of food and drug regulation as an example: the example shows that the framework and methods proposed can effectively improve data sharing and system expandability. Through microservice governance, collaborative social governance featuring “one network to achieve management objectives, one network to realize comprehensive business processing, one network for comprehensive view of all information” can be achieved. It is an exemplary mode worth popularization.

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Experience on a Microservice-Based Reference Architecture for Measurement Systems

Cited by 26 publications

References 11 publications

Toward a knowledge model focusing on microservices and cloud computing

Toward a knowledge model focusing on microservices and cloud computing

Detector-based component model abstraction for microservice-based systems

Granularity Decision of Microservice Splitting in View of Maintainability and Its Innovation Effect in Government Data Sharing

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