Using Service Dependency Graph to Analyze and Test Microservices

Ma, Shang‐Pin; Fan, Chen-Yuan; Chuang, Yen; Lee, Wen-Tin; Lee, Shin-Jie; Hsueh, Nien-Lin

doi:10.1109/compsac.2018.10207

Cited by 63 publications

(43 citation statements)

References 5 publications

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“…Finally, it is also worth relating our work with [76], [77], [112] and [113]. Starting from the idea that service interactions are the main mechanism to program the microservices forming an application, [77] proposes to develop microservice-based applications with Jolie, a language for developing service compositions by programming their interactions.…”

Section: Related Workmentioning

confidence: 99%

“…[76], [112] and [113] instead propose different solutions for microservice-based architecture recovery, i.e., identifying the microservices forming an application and the interactions among them. [76] and [112] also show how automatically recovered architectures can be analysed for identifying issues (i.e., unnecessary service interactions in [76], dependency cycles in [112]).…”

Section: Related Workmentioning

confidence: 99%

“…[76], [112] and [113] could then be used in conjunction with our approach, to first derive the architecture of a microservice-based application, and then identify and resolve the architectural smells affecting such application.…”

Section: Related Workmentioning

confidence: 99%

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Analysing and Deploying (Micro)service-Based Applications

Neri

2020

Communications in Computer and Information Science

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Section: Related Workmentioning

confidence: 99%

Section: Related Workmentioning

confidence: 99%

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Analysing and Deploying (Micro)service-Based Applications

Neri

2020

Communications in Computer and Information Science

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“…Furthermore, it is recommended that instructions for future exploration of the study focus on existing techniques, tools and frameworks to improve web service testing. Transformation techniques relative to research the different works should be initiated to explore new techniques [15,52,59] to identify web service testing techniques. The testing of web service with the selection of the most important parameters assured its quality whenever the specification of web service changed to develop or introduce different techniques, tools, framework, and models to test quality parameters.…”

Section: B Challenges Of Web Service Testingmentioning

confidence: 99%

“…Mentioned parameters have become leading issues in web service testing due to its distinctive scalability [11] and confidentiality concerns. Furthermore, real challenging task [12][13][14] in web service testing domain is that it has no Graphic User Interface (GUI) [15]. Thus, web service has no GUI to be verified and tested.…”

Section: Introductionmentioning

confidence: 99%

Web Service Testing Techniques: A Systematic Literature Review

Ghani¹,

Kadir²,

Mustafa³

2019

IJACSA

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These days continual demands on loosely coupled systems have web service gives basic necessities to deliver resolution that are adaptable and sufficient to be work at runtime for maintaining the high quality of the system. One of the basic techniques to evaluate the quality of such systems is through testing. Due to the rapid popularization of web service, which is progressing and continuously increasing, testing of web service has become a basic necessity to maintain high quality of web service. The testing of the performance of Web service based applications is attracting extensive attention. In order to evaluate the performance of web services, it is essential to evaluate the QoS (Quality of Service) attributes such as interoperability, reusability, auditability, maintainability, accuracy and performance to improve the quality of service. The purpose of this study is to introduce the systematic literature review of web services testing techniques to evaluate the QoS attributes to make the testing technique better. With the intention of better testing quality in web services, this systematic literature review intends to evaluate what QoS parameters are necessary to provide better quality assurance. The focus of systematic literature is also to make sure that quality of testing can be encouraged for the present and future. Consequently, the main attention and motivation of the study is to provide an overview of recent research efforts of web service testing techniques from the research community. Each testing technique in web services has identified apparent standards, benefits, and restrictions. This systemic literature review provides a different testing resolution to industry to decide which testing technique is the most efficient and effective with the testing assignment agenda with available resources. As for the significance, it can be said that web service testing technique are still broadly open for improvements.

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PARA: Performability‐aware resource allocation on the edges for cloud‐native services

Guo

Liu

Xiao

et al. 2022

Int J of Intelligent Sys

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This paper explores resource allocation strategy in the Baidu Over The Edge system to enable mobile edge computing (MEC) datacenters to effectively support cloud-native services downstream to the network edge. There are many challenges to this issue. First, MEC datacenters are resourceconstrained to fully meet resource demands. Second, previous works regard the resource requirements of each service as an indivisible unit, resulting in idle MEC resources, even if the resources can meet the demands of some microservices decoupled by the service. Third, they are confined to optimize the allocation for a single slot, failing to adapt to the dynamic demands. To improve resource utilization, we propose performability-aware resource allocation (PARA), a PARA on the edges for cloud-native services. It takes microservices as the unit of resource allocation and allows services to perform with degraded services when only part of microservices' demands are met. It also considers dependency among microservices, dynamic resource requirements, and resource supply characteristics of MEC and cloud. Performability is a unified

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Using Service Dependency Graph to Analyze and Test Microservices

Cited by 63 publications

References 5 publications

Analysing and Deploying (Micro)service-Based Applications

Analysing and Deploying (Micro)service-Based Applications

Web Service Testing Techniques: A Systematic Literature Review

PARA: Performability‐aware resource allocation on the edges for cloud‐native services

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