Latent error prediction and fault localization for microservice applications by learning from system trace logs

In the production environment, a large part of microservice failures are related to the complex and dynamic interactions and runtime environments, such as those related to multiple instances, environmental configurations, and asynchronous interactions of microservices. Due to the complexity and dyna...

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Main Authors: ZHOU, Xiang, PENG, Xin, XIE, Tao, SUN, Jun, JI, Chao, LIU, Dewei, XIANG, Qilin, HE, Chuan
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2019
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Online Access:https://ink.library.smu.edu.sg/sis_research/4636
https://ink.library.smu.edu.sg/context/sis_research/article/5639/viewcontent/esecfse19_microservice.pdf
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Institution: Singapore Management University
Language: English