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Availability issues of industrial microservice systems (e.g., drop of successfully placed orders and processed transactions) directly affect the running of the business.
H. Abe and S. Tsumoto, “Analyzing behavior of objective rule evaluation indices based on a correlation coefficient,” in KES (2) , 2008, pp. 758–765
2008
Earlier work this paper cites.
Q. Fu, J. Lou, Y. Wang, and J. Li, “Execution anomaly detection in distributed systems through unstructured log analysis,” in ICDM , 2009, pp. 149–158
2009
Earlier work this paper cites.
M. Kim, R. Sumbaly, and S. Shah, “Root cause detection in a service-oriented architecture,” in SIGMETRICS , 2013, pp. 93–104
2013
Earlier work this paper cites.
R. Vlasveld, “Introduction to one-class support vector machines,” 2013. [Online]. Available: http://rvlasveld.github.io/blog/2013/07/12/introduction-to-one-class-support-vector-machines/
2013
Earlier work this paper cites.
P. Chen, Y. Qi, P. Zheng, and D. Hou, “Causeinfer: Automatic and distributed performance diagnosis with hierarchical causality graph in large distributed systems,” in INFOCOM , 2014, pp. 1887–1895
2014
Earlier work this paper cites.
P. D. Francesco, I. Malavolta, and P. Lago, “Research on architecting microservices: Trends, focus, and potential for industrial adoption,” in ICSA , 2017, pp. 21–30
2017
Earlier work this paper cites.
C. Pham, L. Wang, B. Tak, S. Baset, C. Tang, Z. T. Kalbarczyk, and R. K. Iyer, “Failure diagnosis for distributed systems using targeted fault injection,” IEEE Trans. Parallel Distributed Syst. , vol. 28, no. 2, pp. 503–516, 2017
2017
Earlier work this paper cites.
J. Xu, P. Chen, L. Yang, F. Meng, and P. Wang, “Logdc: Problem diagnosis for declartively-deployed cloud applications with log,” in ICEBE , 2017, pp. 282–287
2017
Earlier work this paper cites.
T. Jia, P. Chen, L. Yang, Y. Li, F. Meng, and J. Xu, “An approach for anomaly diagnosis based on hybrid graph model with logs for distributed services,” in ICWS , 2017, pp. 25–32
2017
Earlier work this paper cites.
X. Zhou, X. Peng, T. Xie, J. Sun, C. Ji, W. Li, and D. Ding, “Fault analysis and debugging of microservice systems: Industrial survey, benchmark system, and empirical study,” IEEE Transactions on Software Engineering , pp. 1–1, 2018
2018
Cited alongside, same era.
P. Wang, J. Xu, M. Ma, W. Lin, D. Pan, Y. Wang, and P. Chen, “Cloudranger: Root cause identification for cloud native systems,” in CCGRID , 2018, pp. 492–502
2018
Cited alongside, same era.
J. Lin, P. Chen, and Z. Zheng, “Microscope: Pinpoint performance issues with causal graphs in micro-service environments,” in ICSOC , 2018, pp. 3–20
2018
Cited alongside, same era.
X. Zhou, X. Peng, T. Xie, J. Sun, C. Ji, D. Liu, Q. Xiang, and C. He, “Latent error prediction and fault localization for microservice applications by learning from system trace logs,” in ESEC/SIGSOFT FSE , 2019, pp. 683–694
2019
Cited alongside, same era.
Á. Brandón, M. Solé, A. Huélamo, D. Solans, M. S. Pérez, and V. Muntés-Mulero, “Graph-based root cause analysis for service-oriented and microservice architectures,” J. Syst. Softw. , vol. 159, 2020
2020
Later among the works it cites.
L. Wu, J. Tordsson, E. Elmroth, and O. Kao, “Microrca: Root cause localization of performance issues in microservices,” in NOMS , 2020, pp. 1–9
2020
Later among the works it cites.
Docker.Com, “Docker,” 2020. [Online]. Available: https://docker.com/
2020
Later among the works it cites.
Kubernetes.Io, “Kubernetes,” 2020. [Online]. Available: https://kubernetes.io/
2020
Later among the works it cites.
Istio.Io, “Istio,” 2020. [Online]. Available: https://istio.io/
2020
Later among the works it cites.
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H. Wang, P. Nguyen, J. Li, S. Köprü, G. Zhang, S. Katariya, and S. Ben-Romdhane, “GRANO: interactive graph-based root cause analysis for cloud-native distributed data platform,” Proc. VLDB Endow. , vol. 12, no. 12, pp. 1942–1945, 2019
2019
Cited alongside, same era.
Z. Cai, W. Li, W. Zhu, L. Liu, and B. Yang, “A real-time trace-level root-cause diagnosis system in alibaba datacenters,” IEEE Access , vol. 7, pp. 142 692–142 702, 2019
2019
Cited alongside, same era.
Y. Gan, Y. Zhang, K. Hu, D. Cheng, Y. He, M. Pancholi, and C. Delimitrou, “Seer: Leveraging big data to navigate the complexity of performance debugging in cloud microservices,” in ASPLOS , 2019, pp. 19–33
2019
Cited alongside, same era.
X. Guo, X. Peng, H. Wang, W. Li, H. Jiang, D. Ding, T. Xie, and L. Su, “Graph-based trace analysis for microservice architecture understanding and problem diagnosis,” in ESEC/SIGSOFT FSE , 2020
2020
Cited alongside, same era.
2020
Later among the works it cites.
Apache.Org, “Flink,” 2020. [Online]. Available: https://flink.apache.org/
2020
Later among the works it cites.
Scikit-learn.Org, “Scikitlearn,” 2020. [Online]. Available: https://scikit-learn.org/
2020
Later among the works it cites.