Temporal Relations Extraction and Analysis of Log Events for Micro-service Framework

Visualizing Microservice Architecture in the Dynamic Perspective: A Systematic Mapping Study

“…This section presents the findings of the study by answering the research questions in separate subsections. [11] 2022 Microservices-based systems visualization: student research abstract [4] 2021 A method for monitoring the coupling evolution of microservice-based architectures [12] 2021 Automated Analysis of Distributed Tracing: Challenges and Research Directions [13] 2020 Graph-based root cause analysis for service-oriented and microservice architectures [14] 2021 Offline Trace Generation for Microservice Observability [15] 2017 MicroART: A Software Architecture Recovery Tool for Maintaining Microservice-Based Systems [16] 2017 Towards Recovering the Software Architecture of Microservice-Based Systems [17] 2020 Graph-based trace analysis for microservice architecture understanding and problem diagnosis [18] 2020 Architectural runtime models for integrating runtime observations and component-based models [19] 2016 Architectural Run-time Models for Performance and Privacy Analysis in Dynamic Cloud Applications [20] 2022 Code Smell Prioritization with Business Process Mining and Static Code Analysis: A Case Study [21] 2021 Enjoy your observability: an industrial survey of microservice tracing and analysis [22] 2021 Characterizing Microservice Dependency and Performance: Alibaba Trace Analysis [23] 2019 Graph-based and scenario-driven microservice analysis, retrieval, and testing [24] 2018 Using Service Dependency Graph to Analyze and Test Microservices [25] 2018 Execution-Based Model Profiling [26] 2017 Supporting Microservice Evolution [27] 2010 Dapper, a large-scale distributed systems tracing infrastructure [28] 2021 µViz: Visualization of Microservices [29] 2021 Temporal Relations Extraction and Analysis of Log Events for Micro-service Framework…”

“…The procedure of analyzing log messages is relatively simple. Zuo et al [29] describes the iterative partitioning log mining method (IPLoM). This method processes log messages vertically and aligns each term along a potential subset.…”

Visualizing Anti-Patterns in Microservices at Runtime: A Systematic Mapping Study

“…Visualizing the architecture of a system is of great benefit to those who want a complete view of the architecture. The most basic way of visually describing a microservicebased system is through a graph [12], [33]. Having a node representing a service, and an edge representing the communication between services, allows for a simple understanding of how the system is working at runtime.…”