Tao Chen

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 53

Top Venues

CoRR

IEEE Trans. Software Eng.

IEEE Trans. Serv. Comput.

Computer

University of Birmingham, UK (PHD)

Education History

University of Birmingham, UK

PHD

Publications

Tao Chen, Miqing Li
Adapting Multi-objectivized Software Configuration Tuning. CoRR (2024)
Pengzhou Chen, Tao Chen, Miqing Li
MMO: Meta Multi-Objectivization for Software Configuration Tuning. IEEE Trans. Software Eng. 50 (6) (2024)
Jingzhi Gong, Tao Chen
Deep Configuration Performance Learning: A Systematic Survey and Taxonomy. CoRR (2024)
Jingzhi Gong, Tao Chen
Predicting Configuration Performance in Multiple Environments with Sequential Meta-learning. CoRR (2024)
Tao Chen, Miqing Li
Adapting Multi-objectivized Software Configuration Tuning. Proc. ACM Softw. Eng. 1 (FSE) (2024)
Miqing Li, Tao Chen
Methodology and Guidelines for Evaluating Multi-objective Search-Based Software Engineering. SIGSOFT FSE Companion (2024)
Jingzhi Gong, Tao Chen
Predicting Configuration Performance in Multiple Environments with Sequential Meta-Learning. Proc. ACM Softw. Eng. 1 (FSE) (2024)
Tao Chen, Miqing Li
The Weights Can Be Harmful: Pareto Search versus Weighted Search in Multi-objective Search-based Software Engineering. ACM Trans. Softw. Eng. Methodol. 32 (1) (2023)
Miqing Li, Tao Chen
Methodology and Guidelines for Evaluating Multi-Objective Search-Based Software Engineering. ICSE Companion (2023)
Satish Kumar, Tao Chen, Rami Bahsoon, Rajkumar Buyya
DebtCom: Technical Debt-Aware Service Recomposition in SaaS Cloud. IEEE Trans. Serv. Comput. 16 (4) (2023)
Tao Chen, Miqing Li
Do Performance Aspirations Matter for Guiding Software Configuration Tuning? CoRR (2023)
Jingzhi Gong, Tao Chen
Predicting Software Performance with Divide-and-Learn. ESEC/SIGSOFT FSE (2023)
Guoming Long, Tao Chen
On Reporting Performance and Accuracy Bugs for Deep Learning Frameworks: An Exploratory Study from GitHub. EASE (2022)
Tao Chen
Planning Landscape Analysis for Self-Adaptive Systems. CoRR (2022)
Jingzhi Gong, Tao Chen
Does Configuration Encoding Matter in Learning Software Performance? An Empirical Study on Encoding Schemes. MSR (2022)
Tao Chen
Lifelong Dynamic Optimization for Self-Adaptive Systems: Fact or Fiction? SANER (2022)
Guoming Long, Tao Chen, Georgina Cosma
Multifaceted Hierarchical Report Identification for Non-Functional Bugs in Deep Learning Frameworks. APSEC (2022)
Guoming Long, Tao Chen, Georgina Cosma
Multifaceted Hierarchical Report Identification for Non-Functional Bugs in Deep Learning Frameworks. CoRR (2022)
Tao Chen
Planning Landscape Analysis for Self-Adaptive Systems. SEAMS (2022)
Tao Chen, Miqing Li
The Weights can be Harmful: Pareto Search versus Weighted Search in Multi-Objective Search-Based Software Engineering. CoRR (2022)
Miqing Li, Tao Chen, Xin Yao
How to Evaluate Solutions in Pareto-Based Search-Based Software Engineering: A Critical Review and Methodological Guidance. IEEE Trans. Software Eng. 48 (5) (2022)
Tao Chen, Miqing Li
Multi-objectivizing software configuration tuning. ESEC/SIGSOFT FSE (2021)
Tao Chen, Miqing Li
MMO: Meta Multi-Objectivization for Software Configuration Tuning. CoRR (2021)
Tao Chen, Miqing Li
Multi-Objectivizing Software Configuration Tuning (for a single performance concern). CoRR (2021)
Ke Li, Zilin Xiang, Tao Chen, Kay Chen Tan
BiLO-CPDP: Bi-Level Programming for Automated Model Discovery in Cross-Project Defect Prediction. ASE (2020)
Satish Kumar, Tao Chen, Rami Bahsoon, Rajkumar Buyya
DATESSO: self-adapting service composition with debt-aware two levels constraint reasoning. SEAMS@ICSE (2020)
Muyang Liu, Ke Li, Tao Chen
DeepSQLi: Deep Semantic Learning for Testing SQL Injection. CoRR (2020)
Ke Li, Zilin Xiang, Tao Chen, Shuo Wang, Kay Chen Tan
Understanding the automated parameter optimization on transfer learning for cross-project defect prediction: an empirical study. ICSE (2020)
Muyang Liu, Ke Li, Tao Chen
DeepSQLi: deep semantic learning for testing SQL injection. ISSTA (2020)
Satish Kumar, Tao Chen, Rami Bahsoon, Rajkumar Buyya
DATESSO: Self-Adapting Service Composition with Debt-Aware Two Levels Constraint Reasoning. CoRR (2020)
Tao Chen, Miqing Li, Ke Li, Kalyanmoy Deb
Search-Based Software Engineering for Self-Adaptive Systems: One Survey, Five Disappointments and Six Opportunities. CoRR (2020)
Ke Li, Zilin Xiang, Tao Chen, Kay Chen Tan
BiLO-CPDP: Bi-Level Programming for Automated Model Discovery in Cross-Project Defect Prediction. CoRR (2020)
Tao Chen, Rami Bahsoon, Xin Yao
Synergizing Domain Expertise with Self-Awareness in Software Systems: A Patternized Architecture Guideline. CoRR (2020)
Tao Chen, Rami Bahsoon, Xin Yao
Synergizing Domain Expertise With Self-Awareness in Software Systems: A Patternized Architecture Guideline. Proc. IEEE 108 (7) (2020)
Tao Chen, Miqing Li, Xin Yao
How to Evaluate Solutions in Pareto-based Search-Based Software Engineering? A Critical Review and Methodological Guidance. CoRR (2020)
Dalia Sobhy, Leandro L. Minku, Rami Bahsoon, Tao Chen, Rick Kazman
Run-time evaluation of architectures: A case study of diversification in IoT. J. Syst. Softw. 159 (2020)
Ke Li, Zilin Xiang, Tao Chen, Shuo Wang, Kay Chen Tan
Understanding the Automated Parameter Optimization on Transfer Learning for CPDP: An Empirical Study. CoRR (2020)
Satish Kumar, Rami Bahsoon, Tao Chen, Rajkumar Buyya
Identifying and Estimating Technical Debt for Service Composition in SaaS Cloud. ICWS (2019)
Muyang Liu, Ke Li, Tao Chen
Security testing of web applications: a search-based approach for detecting SQL injection vulnerabilities. GECCO (Companion) (2019)
Taiyang Guo, Rami Bahsoon, Tao Chen, Abdessalam Elhabbash, Faiza Samreen, Yehia Elkhatib
Cloud Instance Selection Using Parallel K-Means and AHP. UCC Companion (2019)
Tao Chen, Miqing Li, Xin Yao
Standing on the shoulders of giants: Seeding search-based multi-objective optimization with prior knowledge for software service composition. Inf. Softw. Technol. 114 (2019)
Tao Chen, Ke Li, Rami Bahsoon, Xin Yao
FEMOSAA: Feature-Guided and Knee-Driven Multi-Objective Optimization for Self-Adaptive Software. ACM Trans. Softw. Eng. Methodol. 27 (2) (2018)
Tao Chen, Rami Bahsoon, Shuo Wang, Xin Yao
To Adapt or Not to Adapt?: Technical Debt and Learning Driven Self-Adaptation for Managing Runtime Performance. ICPE (2018)
Tao Chen, Miqing Li, Xin Yao
On the effects of seeding strategies: a case for search-based multi-objective service composition. GECCO (2018)
Tao Chen, Rami Bahsoon, Xin Yao
A Survey and Taxonomy of Self-Aware and Self-Adaptive Cloud Autoscaling Systems. ACM Comput. Surv. 51 (3) (2018)
Miqing Li, Tao Chen, Xin Yao
A critical review of: "a practical guide to select quality indicators for assessing pareto-based search algorithms in search-based software engineering": essay on quality indicator selection for SBSE. ICSE (NIER) (2018)
Satish Kumar, Rami Bahsoon, Tao Chen, Ke Li, Rajkumar Buyya
Multi-Tenant Cloud Service Composition Using Evolutionary Optimization. ICPADS (2018)
Tao Chen, Rami Bahsoon
Self-Adaptive and Online QoS Modeling for Cloud-Based Software Services. IEEE Trans. Software Eng. 43 (5) (2017)
Tao Chen, Rami Bahsoon
Self-Adaptive Trade-off Decision Making for Autoscaling Cloud-Based Services. IEEE Trans. Serv. Comput. 10 (4) (2017)
Tao Chen, Rami Bahsoon
Self-Adaptive Trade-off Decision Making for Autoscaling Cloud-Based Services. CoRR (2016)
Tao Chen, Ke Li, Rami Bahsoon, Xin Yao
FEMOSAA: Feature Guided and Knee Driven Multi-Objective Optimization for Self-Adaptive Software at Runtime. CoRR (2016)
Tao Chen, Rami Bahsoon
Bridging Ecology and Cloud: Transposing Ecological Prespective to Enable Better Cloud Autoscaling. CoRR (2016)
Tao Chen, Rami Bahsoon
Survey and Taxonomy of Self-Aware and Self-Adaptive Autoscaling Systems in the Cloud. CoRR (2016)
Tao Chen, Rami Bahsoon
Toward a Smarter Cloud: Self-Aware Autoscaling of Cloud Configurations and Resources. Computer 48 (9) (2015)
Peter R. Lewis, Arjun Chandra, Funmilade Faniyi, Kyrre Glette, Tao Chen, Rami Bahsoon, Jim Tørresen, Xin Yao
Architectural Aspects of Self-Aware and Self-Expressive Computing Systems: From Psychology to Engineering. Computer 48 (8) (2015)
Tao Chen, Rami Bahsoon, Xin Yao
Online QoS Modeling in the Cloud: A Hybrid and Adaptive Multi-Learners Approach. CoRR (2015)
Tao Chen, Rami Bahsoon, Abdel-Rahman H. Tawil
Scalable service-oriented replication with flexible consistency guarantee in the cloud. Inf. Sci. 264 (2014)
Tao Chen, Rami Bahsoon
Symbiotic and sensitivity-aware architecture for globally-optimal benefit in self-adaptive cloud. SEAMS (2014)
Tao Chen, Rami Bahsoon, Xin Yao
Online QoS Modeling in the Cloud: A Hybrid and Adaptive Multi-learners Approach. UCC (2014)
Tao Chen, Funmilade Faniyi, Rami Bahsoon, Peter R. Lewis, Xin Yao, Leandro L. Minku, Lukas Esterle
The Handbook of Engineering Self-Aware and Self-Expressive Systems. CoRR (2014)
Tao Chen, Rami Bahsoon
Self-adaptive and sensitivity-aware QoS modeling for the cloud. SEAMS (2013)
Tao Chen, Rami Bahsoon, Georgios Theodoropoulos
Dynamic QoS Optimization Architecture for Cloud-Based DDDAS. ICCS (2013)
Tao Chen, Rami Bahsoon
Scalable Service Oriented Replication in the Cloud. IEEE CLOUD (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Tao Chen