Guoli Cheng

An Improved KNN-Based Efficient Log Anomaly Detection Method with Automatically Labeled Samples

Shi Ying, Bingming Wang, Lu Wang et al. · ACM Transactions on Knowledge Discovery from Data · 2021 · 71 citations

Anomaly Detection, Engineering, Data Science +14

Efficient Performance Prediction for Apache Spark

Guoli Cheng, Shi Ying, Bingming Wang et al. · Journal of Parallel and Distributed Computing · 2020 · 44 citations

Cluster Computing, Engineering, Data Science +11

Log-Based Anomaly Detection with the Improved K-Nearest Neighbor

Bingming Wang, Shi Ying, Guoli Cheng et al. · International Journal of Software Engineering and Knowledge Engineering · 2020 · 34 citations

Log-based Anomaly Detection, Anomaly Detection, Machine Learning +12

Tuning configuration of apache spark on public clouds by combining multi-objective optimization and performance prediction model

Guoli Cheng, Shi Ying, Bingming Wang · Journal of Systems and Software · 2021 · 24 citations

Cluster Computing, Public Clouds, Engineering +13

EH-Recommender: Recommending Exception Handling Strategies Based on Program Context

Yuhang Li, Shi Ying, Xiangyang Jia et al. · 2018 · 16 citations

Software Maintenance, Guarantee Code Robustness, Engineering +22