Version‐based and risk‐enabled testing, monitoring, and visualization of microservice systems
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Software: Evolution and Process"
DOI: 10.1002/smr.2429
Abstract: Despite the growing importance of the microservice architecture (MSA), interactions among the various elements (e.g., services, endpoints, and versions) remain difficult to manage. This research devised a system, called version‐based microservice analysis, monitoring, and visualization… read more here.
Keywords: microservice systems; monitoring visualization; microservice; version based ... See more keywords
Developing Self-Adaptive Microservice Systems: Challenges and Directions
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DOI: 10.1109/ms.2019.2955937
Abstract: A self-adaptive system can dynamically monitor and adapt its behavior to preserve and enhance its quality attributes under uncertain operating conditions. This article identifies key challenges for the development of microservice applications as self-adaptive systems,… read more here.
Keywords: adaptive microservice; self adaptive; systems challenges; developing self ... See more keywords
Delta Debugging Microservice Systems with Parallel Optimization
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DOI: 10.1109/tsc.2019.2919823
Abstract: Microservice systems are complicated due to their runtime environments and service communications. Debugging a failure involves the deployment and manipulation of microservice systems on a containerized environment and faces unique challenges due to the high… read more here.
Keywords: microservice systems; delta debugging; microservice; approach ... See more keywords
TrinityRCL: Multi-Granular and Code-Level Root Cause Localization Using Multiple Types of Telemetry Data in Microservice Systems
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Software Engineering"
DOI: 10.1109/tse.2023.3241299
Abstract: The microservice architecture has been commonly adopted by large scale software systems exemplified by a wide range of online services. Service monitoring through anomaly detection and root cause analysis (RCA) is crucial for these microservice… read more here.
Keywords: microservice systems; telemetry data; rca; level ... See more keywords
Roadmap to Reasoning in Microservice Systems: A Rapid Review
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DOI: 10.3390/app13031838
Abstract: Understanding software systems written by others is often challenging. When we want to assess systems to reason about them, i.e., to understand dependencies, analyze evolution trade-offs, or to verify conformance to the original blueprint, we… read more here.
Keywords: reasoning microservice; system; microservice systems; roadmap reasoning ... See more keywords