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Hui Ma 0001
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Publications
- 2023
- [j28]Soheila Sadeghiram, Hui Ma, Gang Chen:
Multi-objective distributed Web service composition - A link-dominance driven evolutionary approach. Future Gener. Comput. Syst. 143: 163-178 (2023) - [j27]Chen Wang, Hui Ma, Gang Chen, Sven Hartmann:
Using an Estimation of Distribution Algorithm to Achieve Multitasking Semantic Web Service Composition. IEEE Trans. Evol. Comput. 27(3): 490-504 (2023) - [j26]Tao Shi, Hui Ma, Gang Chen, Sven Hartmann:
Auto-Scaling Containerized Applications in Geo-Distributed Clouds. IEEE Trans. Serv. Comput. 16(6): 4261-4274 (2023) - [c119]Victoria Huang, Chen Wang, Samik Datta, Bryce Chen, Gang Chen, Hui Ma:
Evolving Epidemic Management Rules Using Deep Neuroevolution: A Novel Approach to Inspection Scheduling and Outbreak Minimization. AI (2) 2023: 387-399 - [c118]Zhengxin Fang, Hui Ma, Gang Chen, Sven Hartmann:
A Group Genetic Algorithm for Energy-Efficient Resource Allocation in Container-Based Clouds with Heterogeneous Physical Machines. AI (2) 2023: 453-465 - [c117]Fengyang Sun, Hui Ma, Gang Chen, Sven Hartmann:
IoT Service Composition - An Estimation of Distribution Algorithm with Adaptive Bias. CEC 2023: 1-8 - [c114]Kirita-Rose Escott, Hui Ma, Gang Chen:
Cooperative Coevolutionary Genetic Programming Hyper-Heuristic for Budget Constrained Dynamic Multi-workflow Scheduling in Cloud Computing. EvoCOP 2023: 146-161 - [c113]Chen Wang, Hui Ma, Gang Chen, Victoria Huang, Yongbo Yu, Kameron Christopher:
Energy-Aware Dynamic Resource Allocation in Container-Based Clouds via Cooperative Coevolution Genetic Programming. EvoApplications@EvoStar 2023: 539-555 - [c112]Amer T. Saeed, Gang Chen, Hui Ma, Qiang Fu:
A Memetic Genetic Algorithm for Optimal IoT Workflow Scheduling. EvoApplications@EvoStar 2023: 556-572 - [c111]Yuheng Chen, Tao Shi, Hui Ma, Gang Chen:
Multi-objective Location-Aware Service Brokering in Multi-cloud - A GPHH Approach with Transfer Learning. EvoApplications@EvoStar 2023: 573-587 - [c109]Anjali de Silva, Gang Chen, Hui Ma, Seyed Mohammad Nekooei:
Leiden Fitness-Based Genetic Algorithm with Niching for Community Detection in Large Social Networks. PRICAI (2) 2023: 423-435 - [i6]Chen Wang, Victoria Huang, Gang Chen, Hui Ma, Bryce Chen, Jochen Schmidt:
Learning to Solve Climate Sensor Placement Problems with a Transformer. CoRR abs/2310.12387 (2023) - 2022
- [j24]Chen Wang, Hui Ma, Gang Chen, Sven Hartmann:
Memetic EDA-Based Approaches to QoS-Aware Fully Automated Semantic Web Service Composition. IEEE Trans. Evol. Comput. 26(3): 570-584 (2022) - [j23]Chen Wang, Hui Ma, Gang Chen, Sven Hartmann, Jürgen Branke:
Robustness Estimation and Optimisation for Semantic Web Service Composition With Stochastic Service Failures. IEEE Trans. Emerg. Top. Comput. Intell. 6(1): 77-92 (2022) - [j22]Tao Shi, Hui Ma, Gang Chen, Sven Hartmann:
Cost-Effective Web Application Replication and Deployment in Multi-Cloud Environment. IEEE Trans. Parallel Distributed Syst. 33(8): 1982-1995 (2022) - [j21]Soheila Sadeghiram, Hui Ma, Gang Chen:
Priority-Based Selection of Individuals in Memetic Algorithms for Distributed Data-Intensive Web Service Compositions. IEEE Trans. Serv. Comput. 15(5): 2939-2953 (2022) - [c108]Yuheng Chen, Tao Shi, Hui Ma, Gang Chen:
Automatically Design Heuristics for Multi-Objective Location-Aware Service Brokering in Multi-Cloud. SCC 2022: 206-214 - [c107]Josh Trueman, Hui Ma, Aaron Chen, Sven Hartmann:
Multi-objective Social Network Detection - A Graph Database Supported NSGA-II Based Approach. ADC 2022: 21-33 - [c106]Anjali de Silva, Aaron Chen, Hui Ma, Mohammad Nekooei:
Genetic Algorithm with a Novel Leiden-based Mutation Operator for Community Detection. AI 2022: 252-265 - [c105]Kirita-Rose Escott, Hui Ma, Gang Chen:
Transfer Learning Assisted GPHH for Dynamic Multi-Workflow Scheduling in Cloud Computing. AI 2022: 440-451 - [c103]Yuguang Zhao, Gang Chen, Hui Ma, Xingquan Zuo, Guanqun Ai:
Dynamic Bus Holding Control Using Spatial-Temporal Data - A Deep Reinforcement Learning Approach. AI 2022: 661-674 - [c102]Yongbo Yu, Tao Shi, Hui Ma, Gang Chen:
A Genetic Programming-Based Hyper-Heuristic Approach for Multi-Objective Dynamic Workflow Scheduling in Cloud Environment. CEC 2022: 1-8 - [c100]Tao Shi, Sven Hartmann, Gang Chen, Hui Ma:
Location-Aware Cloud Service Brokering in Multi-cloud Environment. ICSOC Workshops 2022: 408-410 - [c99]Yifan Yang, Gang Chen, Hui Ma, Mengjie Zhang:
Dual-Tree Genetic Programming for Deadline-Constrained Dynamic Workflow Scheduling in Cloud. ICSOC 2022: 433-448 - [c98]Victoria Huang, Chen Wang, Hui Ma, Gang Chen, Kameron Christopher:
Cost-Aware Dynamic Multi-Workflow Scheduling in Cloud Data Center Using Evolutionary Reinforcement Learning. ICSOC 2022: 449-464 - 2021
- [c97]Yongbo Yu, Hui Ma, Gang Chen:
Achieving Multi-Objective Scheduling of Heterogeneous Workflows in Cloud through a Genetic Programming Based Approach. CEC 2021: 1880-1887 - [c96]Yifan Yang, Gang Chen, Hui Ma, Mengjie Zhang, Victoria Huang:
Budget and SLA Aware Dynamic Workflow Scheduling in Cloud Computing with Heterogeneous Resources. CEC 2021: 2141-2148 - [c94]Tao Shi, Hui Ma, Gang Chen, Sven Hartmann:
Location-Aware and Budget-Constrained Service Brokering in Multi-Cloud via Deep Reinforcement Learning. ICSOC 2021: 756-764 - 2020
- [j18]Tao Shi, Hui Ma, Gang Chen, Sven Hartmann:
Location-Aware and Budget-Constrained Service Deployment for Composite Applications in Multi-Cloud Environment. IEEE Trans. Parallel Distributed Syst. 31(8): 1954-1969 (2020) - [c92]Tao Shi, Hui Ma, Gang Chen:
Seeding-Based Multi-Objective Evolutionary Algorithms for Multi-Cloud Composite Applications Deployment. SCC 2020: 240-247 - [c91]Soheila Sadeghiram, Hui Ma, Gang Chen:
A Distance-based Genetic Algorithm for Robust Data-intensive Web Service Composition in Dynamic Bandwidth Environment. SCC 2020: 248-255 - [c89]Kirita-Rose Escott, Hui Ma, Gang Chen:
Genetic Programming Based Hyper Heuristic Approach for Dynamic Workflow Scheduling in the Cloud. DEXA (2) 2020: 76-90 - [c86]Soheila Sadeghiram, Hui Ma, Gang Chen:
QoS-constrained multi-objective distributed data-intensive web service composition - NSGA-II with repair method. GECCO Companion 2020: 105-106 - [c85]Tao Shi, Hui Ma, Gang Chen:
Divide and conquer: Seeding strategies for multi-objective multi-cloud composite applications deployment. GECCO Companion 2020: 317-318 - [c84]Tao Shi, Hui Ma, Gang Chen, Sven Hartmann:
Location-Aware and Budget-Constrained Application Replication and Deployment in Multi-Cloud Environment. ICWS 2020: 110-117 - [c83]Soheila Sadeghiram, Hui Ma, Gang Chen:
A User-Preference Driven Lexicographic Approach for Multi-Objective Distributed Web Service Composition. SSCI 2020: 791-797 - [c82]Kirita-Rose Escott, Hui Ma, Gang Chen:
A Genetic Programming Hyper-Heuristic Approach to Design High-Level Heuristics for Dynamic Workflow Scheduling in Cloud. SSCI 2020: 3141-3148 - [c81]Soheila Sadeghiram, Hui Ma, Gang Chen:
A Novel Repair-Based Multi-objective Algorithm for QoS-Constrained Distributed Data-Intensive Web Service Composition. WISE (1) 2020: 489-502 - 2019
- [c79]Tao Shi, Hui Ma, Gang Chen:
A Genetic-Based Approach to Location-Aware Cloud Service Brokering in Multi-Cloud Environment. SCC 2019: 146-153 - [c78]Chen Wang, Hui Ma, Gang Chen, Sven Hartmann:
Towards Robust Web Service Composition with Stochastic Service Failures Based on a Genetic Algorithm. Australasian Conference on Artificial Intelligence 2019: 445-459 - [c77]Chen Wang, Hui Ma, Gang Chen, Sven Hartmann:
Evolutionary Multitasking for Semantic Web Service Composition. CEC 2019: 2490-2497 - [c74]Soheila Sadeghiram, Hui Ma, Gang Chen:
Composing Distributed Data-intensive Web Services Using a Flexible Memetic Algorithm. CEC 2019: 2832-2839 - [c73]Yongbo Yu, Yalian Feng, Hui Ma, Aaron Chen, Chen Wang:
Achieving Flexible Scheduling of Heterogeneous Workflows in Cloud through a Genetic Programming Based Approach. CEC 2019: 3102-3109 - [c72]Tao Shi, Hui Ma, Gang Chen:
A Seeding-based GA for Location-Aware Workflow Deployment in Multi-cloud Environment. CEC 2019: 3364-3371 - [c71]Soheila Sadeghiram, Hui Ma, Gang Chen:
Composing Distributed Data-Intensive Web Services Using Distance-Guided Memetic Algorithm. DEXA (2) 2019: 411-422 - [c70]Chen Wang, Hui Ma, Gang Chen:
Using EDA-Based Local Search to Improve the Performance of NSGA-II for Multiobjective Semantic Web Service Composition. DEXA (2) 2019: 434-451 - [c68]Soheila Sadeghiram, Hui Ma, Gang Chen:
A memetic algorithm with distance-guided crossover: distributed data-intensive web service composition. GECCO (Companion) 2019: 155-156 - [c67]Chen Wang, Hui Ma, Gang Chen, Sven Hartmann:
A memetic NSGA-II with EDA-based local search for fully automated multiobjective web service composition. GECCO (Companion) 2019: 421-422 - [i5]Soheila Sadeghiram, Hui Ma, Gang Chen:
Distance-Guided GA-Based Approach to Distributed Data-Intensive Web Service Composition. CoRR abs/1901.05564 (2019) - [i4]Soheila Sadeghiram, Hui Ma, Gang Chen:
Composing Distributed Data-intensive Web Services Using a Flexible Memetic Algorithm. CoRR abs/1901.09894 (2019) - [i3]Chen Wang, Hui Ma, Gang Chen, Sven Hartmann:
Evolutionary Multitasking for Semantic Web Service Composition. CoRR abs/1902.06370 (2019) - [i2]Chen Wang, Hui Ma, Gang Chen, Sven Hartmann:
Memetic EDA-Based Approaches to Comprehensive Quality-Aware Automated Semantic Web Service Composition. CoRR abs/1906.07900 (2019) - 2018
- [c65]Chen Wang, Hui Ma, Gang Chen, Sven Hartmann:
Towards Fully Automated Semantic Web Service Composition Based on Estimation of Distribution Algorithm. Australasian Conference on Artificial Intelligence 2018: 458-471 - [c64]Tao Shi, Hui Ma, Gang Chen:
Multi-objective Container Consolidation in Cloud Data Centers. Australasian Conference on Artificial Intelligence 2018: 783-795 - [c62]Soheila Sadeghiram, Hui Ma, Gang Chen:
Cluster-Guided Genetic Algorithm for Distributed Data-intensive Web Service Composition. CEC 2018: 1-7 - [c61]Tao Shi, Hui Ma, Gang Chen:
Energy-Aware Container Consolidation Based on PSO in Cloud Data Centers. CEC 2018: 1-8 - [c59]Chen Wang, Hui Ma, Gang Chen:
EDA-based approach to comprehensive quality-aware automated semantic web service composition. GECCO (Companion) 2018: 147-148 - [c57]Chen Wang, Hui Ma, Aaron Chen, Sven Hartmann:
Knowledge-Driven Automated Web Service Composition - An EDA-Based Approach. WISE (2) 2018: 135-150 - 2017
- [c55]Chen Wang, Hui Ma, Aaron Chen, Sven Hartmann:
Comprehensive Quality-Aware Automated Semantic Web Service Composition. Australasian Conference on Artificial Intelligence 2017: 195-207 - [c50]Chen Wang, Hui Ma, Aaron Chen, Sven Hartmann:
GP-Based Approach to Comprehensive Quality-Aware Automated Semantic Web Service Composition. SEAL 2017: 170-183 - 2016
- [c46]Su Nguyen, Yi Mei, Hui Ma, Aaron Chen, Mengjie Zhang:
Evolutionary scheduling and combinatorial optimisation: Applications, challenges, and future directions. CEC 2016: 3053-3060
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