AmazeMap: A Microservices Fault Localization Method Based on Multi-Level Impact Graph

李亚晓, 李青山, 王璐, 姜宇轩 - Journal of Software, 2024 - jos.org.cn
微服务软件系统由于其具有大量复杂的服务依赖关系和组件化模块, 一个服务发生故障往往造成
与之相关的一个或多个服务发生故障, 导致故障定位的难度不断提高. 因此 …

Service Call Chain Analysis for Microservice Systems

Z Hao, X Zhang, J Liu, Q Wu - Journal of Internet Technology, 2022 - jit.ndhu.edu.tw
Industrial practitioners widely adopt the microservice architecture to build applications. An
application with microservice architecture can be composed of a set of individual services …

Multi-Versioning and Microservices: A Strategy for Developing Reliable Software Systems

N Akhtarian - 2024 - yorkspace.library.yorku.ca
In the dynamic realm of software engineering, adaptability is key to sustaining system
performance and reliability. Software iterations often bring about challenges such as …

Empirical Evaluation of Microservices Architecture Check for updates

N Kaushik, H Kumar, V Raj - Communication and Intelligent …, 2023 - books.google.com
Microservices architecture has gained a lot of interest in recent times in designing large
enterprise applications with coupling and scalability as its significant features. Microservices …

Detection of Faults in Microservices using Petri Nets

S Naik, M D'Souza - Proceedings of the 16th Innovations in Software …, 2023 - dl.acm.org
Despite higher adoption of Microservices worldwide, there is a lack of work on possible fault
detection during early phases such as at requirements and design phase. We propose a …

BSDG: Anomaly Detection of Microservice Trace Based on Dual Graph Convolutional Neural Network

K Shi, J Li, Y Liu, Y Chang, X Li - International Conference on Service …, 2022 - Springer
Microservice architecture has been widely used by more and more developers in recent
years. Accurate anomaly detection is crucial for system maintenance. Trace data can reflect …

Fault Diagnosis of Web Services Based on Feature Selection

YM Xi, ZC Jia, FX Diao, YS Liu, X Xing - International Conference on Web …, 2022 - Springer
In order to better perform fault diagnosis on web services and help users to accurately detect
service faults, this paper proposes a web service fault diagnosis model based on anomaly …

Requirements for Anomaly Detection Techniques for Microservices

R Ramler, M Shahriari - Product-Focused Software Process …, 2022 - books.google.com
Version configurations of third-party software are essential to ensure a reliable and
executable microservice architecture. Although these minor version configurations seem …

[图书][B] Network-based Application Monitoring as a Service in Cloud Data Centers

M ElSaadawy - 2022 - search.proquest.com
Nowadays, many cloud applications can be considered large complex distributed services.
The increasing sophistication and complexity have made performance monitoring a major …

[PDF][PDF] Spectrum-Based Fault Localization for Microservices via Log Analysis

JMR de Castro Silva - 2022 - repositorio-aberto.up.pt
Microservices is a distributed software architecture that divides the business logic of an
application into more minor, fine-grained services. Due to their distributed nature …