An architecture for self-managing microservices

Toffetti, Giovanni; Brunner, Sandro; Blöchlinger, Martin; Dudouet, Florian; Edmonds, Andrew

doi:10.1145/2747470.2747474

Cited by 79 publications

(40 citation statements)

References 6 publications

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“…propose an architecture for resilient self‐management of microservices in the Cloud. It monitors application and infrastructural properties to provide timely reactions to failures and changing environmental conditions (auto‐scaling), minimizing human intervention .…”

Section: Related Workmentioning

confidence: 99%

Testing microservice architectures for operational reliability

Pietrantuono

Russo

Guerriero

2019

Software Testing Verif & Rel

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Summary Microservice architectures (MSA) is an emerging software architectural paradigm for service‐oriented applications, well‐suited for dynamic contexts requiring loosely coupled independent services, frequent software releases and decentralized governance. A key problem in the engineering of MSA applications is the estimate of their reliability, which is difficult to perform prior to release due frequent releases/service upgrades, dynamic service interactions, and changes in the way customers use the applications. This paper presents an in vivo testing method, named EMART, to faithfully assess the reliability of an MSA application in operation. EMART is based on an adaptive sampling strategy, leveraging monitoring data about microservices usage and failure/success of user demands. We present results of evaluation of estimation accuracy, confidence and efficiency, through a set of controlled experiments with publicly available subjects. © 2019 John Wiley & Sons, Ltd.

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Section: Related Workmentioning

confidence: 99%

Testing microservice architectures for operational reliability

Pietrantuono

Russo

Guerriero

2019

Software Testing Verif & Rel

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“…Serf node adalah Docker image yang bisa di-deploy ke dalam cluster, dimana dia kemudian menyediakan mekanisme service discovery, monitoring, dan self-healing. [42] juga turut membahas mengenai selfhealing pada microservice, dimana sistem mampu mengelola dirinya sendiri supaya mampu beradaptasi terkait adanya lonjakan traffic/request maupun kegagalan/failure pada microservice.…”

Section: Resilient / Failureunclassified

Arsitektur Microservice untuk Resiliensi Sistem Informasi

Suryotrisongko¹

2017

sisfo

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Resilient means be able to adapt to changes and errors/damage to the systems/infrastructure. In the study of information systems, resilience is often seen as nonfunctional requirements that can be seen from the element of scalability, reliability, maintainability and availability. This study continue the previous studies, namely the development of Open Source software for the management of associations / memberships. The software has been used in AISINDO member management system (Professional Association of Information Systems Indonesia). Continuation of the research study in the form of modeling and manufacturing of proof of concept of a distributed software architecture modifications, based MICROSERVICE and Docker-container, for Resilient Information Systems. The software research last year was refactored (rewriting program code), using a new software architecture models generated in this study. The test results on a system that has been made, indicating that the system with the proposed architecture has shown improvement in the quality aspects of resilience, eg when multiple nodes servive impaired, the system can still function properly. The contribution of this study was: MICROSERVICE implementation of management systems case study associations / memberships and, and then evaluate the model after the completion of construction project software refactoring into a system based microservices.Keywords: Microservice Architecture, Docker, Software Refactoring, Software Quality, Resiliency AbstrakResilien berarti tahan/mampu beradaptasi terhadap perubahan maupun kesalahan/kerusakan infrastruktur. Pada penelitian sistem informasi, resilience sering dilihat sebagai nonfunctional requirements yang dapat dilihat dari unsur scalability, reliability, maintainability dan availability. Penelitian ini melanjutkan hasil penelitian sebelumnya, yaitu pengembangan software Open Source untuk manajemen asosiasi/keanggotaan, dengan tujuan untuk meningkatkan kualitas software pada aspek resiliensi nya. Software tersebut saat ini telah dipakai pada sistem manajemen anggota AISINDO (Asosiasi Profesi Sistem Informasi Indonesia). Lanjutan dari penelitian-penelitian tersebut berupa penyusunan model dan pembuatan proof of concept dari modifikasi arsitektur software yang terdistribusi, berbasis microservice dan Docker-container, untuk Resilient Information Systems. Dilakukan refactoring (penulisan ulang kode program) dari software hasil penelitian sebelumnya, dengan menggunakan model arsitektur software baru yang dihasilkan di penelitian ini. Hasil pengujian pada sistem yang telah dibuat, menunjukkan bahwa sistem dengan arsitektur yang diusulkan telah menunjukkan peningkatan kualitas pada aspek resiliensi, misalkan ketika beberapa node servive mengalami gangguan, sistem dapat tetap berjalan sebagaimana mestinya. Kontribusi penelitian ini yaitu implementasi microservice untuk studi kasus sistem manajemen asosiasi/keanggotaan, lalu mengevaluasi model tersebut setelah selesai pengerjaan refactoring software menjadi sistem yang berbas...

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“…The composition of microservice is related to service orchestration [20] and service choreography [23] and piping [12]. The organization structure is another related research that play important role in developing microservice [11], [17].…”

Section: Related Workmentioning

confidence: 99%

A Method for Analyzing and Designing Microservice Holistically

Ghani¹,

Zakaria²

2017

ijacsa

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Abstract-Microservice is a new architecture that is getting attention in the development of service systems. However, microservice is still at the early stage and the acceptance of this architecture is overwhelming. Microservice architecture is a promising architecture in delivering loosely coupled, decentralized, and scalable system that utilizes the latest technology, such as container and cloud computing. However, the traditional method for analyzing and designing system will not be able to fully utilize the capability of the microservice architecture. Therefore, a new method for analyzing and designing the microservice holistically is being proposed in this paper. The Design Science Research methodology has been adopted in designing the proposed method. The artifact, which is the result of the research, is the proposed method. The proposed method has shown its potential in being used to analyze and design the microservice holistically and to benefit from the microservice architecture capabilities.

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An architecture for self-managing microservices

Cited by 79 publications

References 6 publications

Testing microservice architectures for operational reliability

Testing microservice architectures for operational reliability

Arsitektur Microservice untuk Resiliensi Sistem Informasi

A Method for Analyzing and Designing Microservice Holistically

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