Shi Ying

Wuhan University — China

Computer Science · Physical Sciences

16h-index1.3kcitations97works2.32yr avg
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Research Topics

Software System Performance and Reliability(34), Service-Oriented Architecture and Web Services(24), Software Reliability and Analysis Research(16), Cloud Computing and Resource Management(14), Software Engineering Research(13)

Publications96 total

ASTRA: Adversarial Sim-to-Real Transfer Reinforcement Learning for Autoscaling in Cloud Systems
IEEE Transactions on Software Engineering·2025· 2 cited
Importance Sampling is All You Need: Predict LLM's performance on new benchmark by reusing existing benchmark
arXiv (Cornell University)·2025Open Access
TraceDAE: Trace-Based Anomaly Detection in Microservice Systems via Dual Autoencoder
IEEE Transactions on Network and Service Management·2025
Log-Based System Failure Prediction with Dual-Aspect Feature Augmentation
SSRN Electronic Journal·2025Open Access
LESR: LLM-Based Event Sequence Reconstruction for Repairing Identical Timestamp Errors in Logs
Journal of Software·2025Open Access
Performance issue monitoring, identification and diagnosis of SaaS software: a survey
Frontiers of Computer Science·2024· 4 cited
iTCRL: Causal-Intervention-Based Trace Contrastive Representation Learning for Microservice Systems
IEEE Transactions on Software Engineering·2024· 3 cited
UFPS: A unified framework for partially annotated federated segmentation in heterogeneous data distribution
Patterns·2024· 9 citedOpen Access
MicroCM: A cloud monitoring architecture for microservice invocation
Computer Networks·2023· 4 cited
Batch Jobs Load Balancing Scheduling in Cloud Computing Using Distributional Reinforcement Learning
IEEE Transactions on Parallel and Distributed Systems·2023· 30 cited
PVE: A log parsing method based on VAE using embedding vectors
Information Processing & Management·2023· 6 cited
UFPS: A Unified Framework for Partially-Annotated Federated Segmentation in Heterogeneous Data Distribution
SSRN Electronic Journal·2023Open Access
A case of vulvar lichen sclerosus complicated by granular cell tumor
Chinese Journal of Dermatology·2021
Tuning configuration of apache spark on public clouds by combining multi-objective optimization and performance prediction model
Journal of Systems and Software·2021· 24 cited
Diffusion Network Inference from Partial Observations
Proceedings of the AAAI Conference on Artificial Intelligence·2021· 7 citedOpen Access
An Improved KNN-Based Efficient Log Anomaly Detection Method with Automatically Labeled Samples
ACM Transactions on Knowledge Discovery from Data·2021· 71 cited
A case of leukocytoclastic vasculitis caused by disseminated cutaneous sporotrichosis
Chinese Journal of Dermatology·2021
Analysing the Impact of Scaling Out SaaS Software on Response Time
Scientific Programming·2021· 1 citedOpen Access
A System Fault Diagnosis Method with a Reclustering Algorithm
Scientific Programming·2021· 8 citedOpen Access
QLLog: A log anomaly detection method based on Q-learning algorithm
Information Processing & Management·2021· 33 cited
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Frequent Co-authors

Bingming Wang(9), Guoli Cheng(6), Rui Wang(5), Xiao‐Yuan Jing(4), Yishi Zhao(4), Jianga Shang(4), Xiangyang Jia(4), Zhe Yang(3), Nana Zhang(3), Rui Wang(3), Xiaoyu Duan(3), Wanli Yuan(3), Hailong Cheng(3), Tiangang Li(3), Xu Wang(3), Xiangbo Tian(3), Zhiwu Zhang(2), Hao Huang(2), Jiangyi Geng(2), Kun Zhu(2)