Shi Ying

Orcid: 0000-0002-0471-0021

According to our database1, Shi Ying authored at least 94 papers between 1999 and 2025.

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Bibliography

2025
Performance issue monitoring, identification and diagnosis of SaaS software: a survey.
Frontiers Comput. Sci., January, 2025

2024
Research on Parallel Task Scheduling Algorithm of SaaS Platform Based on Dynamic Adaptive Particle Swarm Optimization in Cloud Service Environment.
Int. J. Comput. Intell. Syst., December, 2024

iTCRL: Causal-Intervention-Based Trace Contrastive Representation Learning for Microservice Systems.
IEEE Trans. Software Eng., October, 2024

Multi-temporal heterogeneous graph learning with pattern-aware attention for industrial chain risk detection.
World Wide Web (WWW), July, 2024

Batch Jobs Load Balancing Scheduling in Cloud Computing Using Distributional Reinforcement Learning.
IEEE Trans. Parallel Distributed Syst., January, 2024

MicroCM: A cloud monitoring architecture for microservice invocation.
Comput. Networks, January, 2024

DLLog: An Online Log Parsing Approach for Large-Scale System.
Int. J. Intell. Syst., 2024

2023
PVE: A log parsing method based on VAE using embedding vectors.
Inf. Process. Manag., September, 2023

Finding Similar Users over Multiple Attributes on the Basis of Intuitionistic Fuzzy Set.
Mob. Networks Appl., August, 2023

Bias Reduced Methods to Q-learning.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

HKTGNN: Hierarchical Knowledge Transferable Graph Neural Network-based Supply Chain Risk Assessment.
Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2023

2022
IVKMP: A robust data-driven heterogeneous defect model based on deep representation optimization learning.
Inf. Sci., 2022

Underestimation estimators to Q-learning.
Inf. Sci., 2022

Software defect prediction based on stacked sparse denoising autoencoders and enhanced extreme learning machine.
IET Softw., 2022

An empirical study of the effectiveness of IR-based bug localization for large-scale industrial projects.
Empir. Softw. Eng., 2022

SAAS parallel task scheduling based on cloud service flow load algorithm.
Comput. Commun., 2022

2021
An Improved KNN-Based Efficient Log Anomaly Detection Method with Automatically Labeled Samples.
ACM Trans. Knowl. Discov. Data, 2021

A System Fault Diagnosis Method with a Reclustering Algorithm.
Sci. Program., 2021

Analysing the Impact of Scaling Out SaaS Software on Response Time.
Sci. Program., 2021

Software defect prediction based on enhanced metaheuristic feature selection optimization and a hybrid deep neural network.
J. Syst. Softw., 2021

Tuning configuration of apache spark on public clouds by combining multi-objective optimization and performance prediction model.
J. Syst. Softw., 2021

Efficient Performance Prediction for Apache Spark.
J. Parallel Distributed Comput., 2021

WGNCS: A robust hybrid cross-version defect model via multi-objective optimization and deep enhanced feature representation.
Inf. Sci., 2021

OILog: An online incremental log keyword extraction approach based on MDP-LSTM neural network.
Inf. Syst., 2021

QLLog: A log anomaly detection method based on Q-learning algorithm.
Inf. Process. Manag., 2021

A Generative Adversarial Networks for Log Anomaly Detection.
Comput. Syst. Sci. Eng., 2021

Failure Analysis of Static Analysis Software Module Based on Big Data Tendency Prediction.
Complex., 2021

Diffusion Network Inference from Partial Observations.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
HSACMA: a hierarchical scalable adaptive cloud monitoring architecture.
Softw. Qual. J., 2020

A Log-Based Anomaly Detection Method with Efficient Neighbor Searching and Automatic K Neighbor Selection.
Sci. Program., 2020

Database resource integration of shared cloud platform based on RAC architecture.
Neural Comput. Appl., 2020

Log-Based Anomaly Detection with the Improved K-Nearest Neighbor.
Int. J. Softw. Eng. Knowl. Eng., 2020

Impact Analysis About Response Time Considering Deployment Change of SaaS Software.
Int. J. Softw. Eng. Knowl. Eng., 2020

Within-project and cross-project just-in-time defect prediction based on denoising autoencoder and convolutional neural network.
IET Softw., 2020

SaaS software performance issue diagnosis using independent component analysis and restricted Boltzmann machine.
Concurr. Comput. Pract. Exp., 2020

Anomaly Detection in Distributed Systems via Variational Autoencoders.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

A log-based anomaly detection method with the NW ensemble rules.
Proceedings of the 20th IEEE International Conference on Software Quality, 2020

2019
On the Multiple Sources and Privacy Preservation Issues for Heterogeneous Defect Prediction.
IEEE Trans. Software Eng., 2019

Log Data Modeling and Acquisition in Supporting SaaS Software Performance Issue Diagnosis.
Int. J. Softw. Eng. Knowl. Eng., 2019

Heterogeneous defect prediction with two-stage ensemble learning.
Autom. Softw. Eng., 2019

2018
SaaS software performance issue identification using HMRF-MAP framework.
Softw. Pract. Exp., 2018

Cover Image Volume 48, Issue 11.
Softw. Pract. Exp., 2018

Cost-sensitive transfer kernel canonical correlation analysis for heterogeneous defect prediction.
Autom. Softw. Eng., 2018

Supporting Many-Objective Software Requirements Decision: An Exploratory Study on the Next Release Problem.
IEEE Access, 2018

EH-Recommender: Recommending Exception Handling Strategies Based on Program Context.
Proceedings of the 23rd International Conference on Engineering of Complex Computer Systems, 2018

2017
SHMA: 一种云平台的监控框架 (SHMA: Monitoring Architecture for Clouds).
计算机科学, 2017

Software effort estimation based on open source projects: Case study of Github.
Inf. Softw. Technol., 2017

Verifying integrity of exception handling in service-oriented software.
Int. J. Grid Util. Comput., 2017

Model Construction and Data Management of Running Log in Supporting SaaS Software Performance Analysis.
Proceedings of the 29th International Conference on Software Engineering and Knowledge Engineering, 2017

Cross-project and within-project semi-supervised software defect prediction problems study using a unified solution.
Proceedings of the 39th International Conference on Software Engineering, 2017

2016
基于语义技术的软件用户访问控制方法 (Semantic-based Access Control Approach for Software User).
计算机科学, 2016

Identifying Implicit Enterprise Users from the Imbalanced Social Data.
Proceedings of the Web Information Systems Engineering - WISE 2016, 2016

Cost-Sensitive Local Collaborative Representation for Software Defect Prediction.
Proceedings of the International Conference on Software Analysis, Testing and Evolution, 2016

Mining Arbitrary Shaped Clusters and Outputting a High Quality Dendrogram.
Proceedings of the Database and Expert Systems Applications, 2016

2015
基于信息内容和拓扑关系的社会媒体用户兴趣分类 (Classifying Interests of Social Media Users Based on Information Content and Social Graph).
计算机科学, 2015

一种策略驱动的BPEL流程异常处理框架 (Policy Driven Exception Handling Framework for BPEL Processes).
计算机科学, 2015

基于抽象解释的服务间消息的数据约减 (Data Reduction Analysis for Message between Services Based on Abstract Interpretation).
计算机科学, 2015

An efficient indexing and query mechanism for ubiquitous IoT services.
Int. J. Ad Hoc Ubiquitous Comput., 2015

Enhancing reuse of constraint solutions to improve symbolic execution.
Proceedings of the 2015 International Symposium on Software Testing and Analysis, 2015

A Multi-objective Ant Colony Algorithm for Deployment Optimization of Internetware Application.
Proceedings of the 7th Asia-Pacific Symposium on Internetware, 2015

2014
A Correctness Verification Approach of the BPEL Exception Handling CPN Model Based on Temporal Property.
J. Networks, 2014

Software defect prediction based on collaborative representation classification.
Proceedings of the 36th International Conference on Software Engineering, 2014

Dictionary learning based software defect prediction.
Proceedings of the 36th International Conference on Software Engineering, 2014

2013
Coalitional Game for Community-Based Autonomous Web Services Cooperation.
IEEE Trans. Serv. Comput., 2013

Formalization of Distributed and Dynamic Resources Allocation Using Category Theory.
J. Softw., 2013

Robustness Analysis of Social Network based on a Dynamic Model.
J. Digit. Inf. Manag., 2013

Exception Detection for Web Service Composition Using Improved Bayesian Network.
J. Digit. Inf. Manag., 2013

Exception Handling in Service-Oriented Software: A Survey.
Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013

2012
Ontology-Based Exception Handling for Semantic Business Process Execution.
J. Softw., 2012

Research on Semantic Programming Language.
Proceedings of the Intelligent Information Processing VI, 2012

A policy-driven exception handling approach for service-oriented processes.
Proceedings of the IEEE 16th International Conference on Computer Supported Cooperative Work in Design, 2012

Event Recognition Based on Co-occurrence Concept Analysis.
Proceedings of the Chinese Lexical Semantics - 13th Workshop, 2012

2011
A General Software Defect-Proneness Prediction Framework.
IEEE Trans. Software Eng., 2011

Hoare logic-based genetic programming.
Sci. China Inf. Sci., 2011

2010
Categorial Semantics of a Solution to Distributed Dining Philosophers Problem.
Proceedings of the Frontiers in Algorithmics, 4th International Workshop, 2010

2009
The Formal Design Model of a Lift Dispatching System (LDS).
Int. J. Softw. Sci. Comput. Intell., 2009

A Reflective Requirements Specification for Requirements Evolving.
Proceedings of the 2009 Third International Conference on Genetic and Evolutionary Computing, 2009

Scheduling Active Services in Clustered JBI Environment.
Proceedings of the Cloud Computing, First International Conference, CloudCom 2009, Beijing, 2009

Towards an Approach of Semantic Access Control for Cloud Computing.
Proceedings of the Cloud Computing, First International Conference, CloudCom 2009, Beijing, 2009

2008
A modelling approach to service-oriented architecture.
Enterp. Inf. Syst., 2008

Architectural Design of the Online Auction System with AOSAD.
Proceedings of the 2008 IEEE International Conference on e-Business Engineering, 2008

Towards Multi-Dimensional Separating of NFRs in Software Architecture.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008

A Framework of Reflective Mechanism for Supporting OWL-S Requirements Specifications Evolution.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008

Study on Weaving Process at Software Architectural level.
Proceedings of the 3rd IEEE Asia-Pacific Services Computing Conference, 2008

2007
Applying Architectural Reflection on Dependable Software.
Proceedings of the International MultiConference of Engineers and Computer Scientists 2007, 2007

A New Architecture Description Language for Service-Oriented Architec.
Proceedings of the Grid and Cooperative Computing, 2007

2006
A Modeling Framework for Service-Oriented Architecture.
Proceedings of the Sixth International Conference on Quality Software (QSIC 2006), 2006

A Reflection Mechanism for Reusing Software Architecture.
Proceedings of the Sixth International Conference on Quality Software (QSIC 2006), 2006

Reuse Software Architecture through Dynamic Composition.
Proceedings of the Research and Practical Issues of Enterprise Information Systems, 2006

Towards Model-based Verification of BPEL with Model Checking.
Proceedings of the Sixth International Conference on Computer and Information Technology (CIT 2006), 2006

2004
An Approach for Constructing Software Component Repository in Grid Environments.
Proceedings of the Grid and Cooperative Computing, 2004

SE4SC: A Specific Search Engine for Software Components.
Proceedings of the 2004 International Conference on Computer and Information Technology (CIT 2004), 2004

2003
Some Domain Patterns in Web Application Framework.
Proceedings of the 27th International Computer Software and Applications Conference (COMPSAC 2003): Design and Assessment of Trustworthy Software-Based Systems, 2003

1999
Automated analysis of the SCR-style requirements specifications.
J. Comput. Sci. Technol., 1999


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