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

• 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
• Subjects: Information Security
• 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
• Institution: Singapore Management University

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...