Yongqian Sun

Orcid: 0000-0003-0266-7899

According to our database1, Yongqian Sun authored at least 30 papers between 2013 and 2024.

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Bibliography

2024
TimeSeriesBench: An Industrial-Grade Benchmark for Time Series Anomaly Detection Models.
CoRR, 2024

2023
Efficient and Robust KPI Outlier Detection for Large-Scale Datacenters.
IEEE Trans. Computers, October, 2023

Generic and robust root cause localization for multi-dimensional data in online service systems.
J. Syst. Softw., September, 2023

Robust Failure Diagnosis of Microservice System Through Multimodal Data.
IEEE Trans. Serv. Comput., 2023

Robust Anomaly Clue Localization of Multi-Dimensional Derived Measure for Online Video Services.
IEEE Trans. Serv. Comput., 2023

LogKG: Log Failure Diagnosis Through Knowledge Graph.
IEEE Trans. Serv. Comput., 2023

OpsEval: A Comprehensive Task-Oriented AIOps Benchmark for Large Language Models.
CoRR, 2023

A Survey of Time Series Anomaly Detection Methods in the AIOps Domain.
CoRR, 2023

Robust Multimodal Failure Detection for Microservice Systems.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Efficient and Robust Trace Anomaly Detection for Large-Scale Microservice Systems.
Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023

An Empirical Analysis of Anomaly Detection Methods for Multivariate Time Series.
Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023

Efficient Multivariate Time Series Anomaly Detection Through Transfer Learning for Large-Scale Web Services.
Proceedings of the IEEE International Conference on Web Services, 2023

2022
Online malicious domain name detection with partial labels for large-scale dependable systems.
J. Syst. Softw., 2022

Efficient KPI Anomaly Detection Through Transfer Learning for Large-Scale Web Services.
IEEE J. Sel. Areas Commun., 2022

Constructing Large-Scale Real-World Benchmark Datasets for AIOps.
CoRR, 2022

Robust System Instance Clustering for Large-Scale Web Services.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Effective Attribute Selection for Multi-dimensional Root Cause Analysis.
Proceedings of the IEEE 33rd International Symposium on Software Reliability Engineering, 2022

2021
Robust KPI Anomaly Detection for Large-Scale Software Services with Partial Labels.
Proceedings of the 32nd IEEE International Symposium on Software Reliability Engineering, 2021

2020
Efficient and Robust Syslog Parsing for Network Devices in Datacenter Networks.
IEEE Access, 2020

A Practical Machine Learning-Based Framework to Detect DNS Covert Communication in Enterprises.
Proceedings of the Security and Privacy in Communication Networks, 2020

Localizing Failure Root Causes in a Microservice through Causality Inference.
Proceedings of the 28th IEEE/ACM International Symposium on Quality of Service, 2020

FluxInfer: Automatic Diagnosis of Performance Anomaly for Online Database System.
Proceedings of the 39th IEEE International Performance Computing and Communications Conference, 2020

ZeroWall: Detecting Zero-Day Web Attacks through Encoder-Decoder Recurrent Neural Networks.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

2019
Generic and Robust Localization of Multi-dimensional Root Causes.
Proceedings of the 30th IEEE International Symposium on Software Reliability Engineering, 2019

Causal Analysis of the Unsatisfying Experience in Realtime Mobile Multiplayer Games in the Wild.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

2018
HotSpot: Anomaly Localization for Additive KPIs With Multi-Dimensional Attributes.
IEEE Access, 2018

2016
Analyzing the impact of buffer capacity on crosspoint-queued switch performance.
J. Commun. Networks, 2016

2015
Opprentice: Towards Practical and Automatic Anomaly Detection Through Machine Learning.
Proceedings of the 2015 ACM Internet Measurement Conference, 2015

2014
Designing Buffer Capacity of Crosspoint-Queued Switch.
Proceedings of the Network and Parallel Computing, 2014

2013
Method and application of active visual tracking based on illumination invariants.
Proceedings of the Intelligent Robots and Computer Vision XXX: Algorithms and Techniques, 2013


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