1.2k citations · 4.2k across the 61 of their papers we have counts for
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cs.SE2018★ 16 cited
Tools and Benchmarks for Automated Log Parsing
Jieming Zhu, Shilin He, Jinyang Liu +4
Logs are imperative in the development and maintenance process of many software systems. They record detailed runtime information that allows developers and support engineers to mo…
cs.LG2018★ 3 cited
Collaborative Deep Learning Across Multiple Data Centers
Kele Xu, Haibo Mi, Dawei Feng +4
Valuable training data is often owned by independent organizations and located in multiple data centers. Most deep learning approaches require to centralize the multi-datacenter da…
cs.SE2018★ 23 cited
A Directed Acyclic Graph Approach to Online Log Parsing
Pinjia He, Jieming Zhu, Pengcheng Xu +2
Logs are widely used in modern software system management because they are often the only data accessible that record system events at runtime. In recent years, because of the ever…