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ServiceAnomaly: An anomaly detection approach in microservices using distributed traces and profiling metrics

  • Published:2024-03 Issue: Volume:209 Page:111917
  • ISSN:0164-1212
  • Container-title:Journal of Systems and Software
  • language:en
  • Short-container-title:Journal of Systems and Software

Author:

Panahandeh MahsaORCID,Hamou-Lhadj AbdelwahabORCID,Hamdaqa MohammadORCID,Miller James

Publisher

Elsevier BV

Subject

Hardware and Architecture,Information Systems,Software

Reference83 articles.

1. Apache JMeter;Anon.,2022

2. istio-simplify observability, traffic management, security, and policy with the leading service mesh;Anon.,2022

3. Jaeger: Open source, end-to-end distributed tracing;Anon.,2022

4. Kubernetes;Anon.,2022

5. Prometheus: From metrics to insight power your metrics and alerting with the leading open-source monitoring solution;Anon.,2022

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Experimental evaluation of architectural software performance design patterns in microservices;Journal of Systems and Software;2024-12

2. MicroNet: Operation Aware Root Cause Identification of Microservice System Anomalies;IEEE Transactions on Network and Service Management;2024-08

3. Efficient Unsupervised Latency Culprit Ranking in Distributed Traces with GNN and Critical Path Analysis;Companion of the 15th ACM/SPEC International Conference on Performance Engineering;2024-05-07

4. Autoencoder-based Anomaly Detection in Microservices using Distributed Tracing;2024 20th CSI International Symposium on Artificial Intelligence and Signal Processing (AISP);2024-02-21
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