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Anomaly detection in microservice environments using distributed tracing data analysis and NLP

Abstract In recent years DevOps and agile approaches like microservice architectures and Continuous Integration have become extremely popular given the increasing need for flexible and scalable solutions. However, several factors such as their distribution in the network, the use of different techno...

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Principais autores: Iman Kohyarnejadfard, Daniel Aloise, Seyed Vahid Azhari, Michel R. Dagenais
Format: Artigo
Sprog:Inglês
Udgivet: SpringerOpen 2022-08-01
Serier:Journal of Cloud Computing: Advances, Systems and Applications
Fag:
Performance monitoring
Anomaly detection
Tracing
Microservices
Machine learning
NLP
Online adgang:https://doi.org/10.1186/s13677-022-00296-4
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