Tao Shi

Tao Shi profile picture

Student
School of Engineering and Computer Science

Thesis Info

Research Interests: Cloud computing, reinforcement learning, and evolutionary computation
Thesis Title: Location-Aware Application Deployment in Multi-Cloud
Supervisor: A/Prof Hui Ma, Dr Aaron Chen

 

Publications

Tao Shi, Hui Ma, Gang Chen, and Sven Hartmann, "Cost-Effective Web Application Replication and Deployment in Multi-Cloud Environment," IEEE Transactions on Parallel and Distributed Systems, vol. 33, no. 8, pp. 1982–1995, 2022.

Tao Shi, Hui Ma, Gang Chen, and Sven Hartmann, "Location-Aware and Budget-Constrained Service Brokering in Multi-Cloud via Deep Reinforcement Learning," International Conference on Service-Oriented Computing (ICSOC), Springer, 2021, 756-764.

Arnold Ariadi, Tao Shi, Hui Ma, Alexandre Sawczuk Da Silva, Sven Hartmann, "A Graph Database Supported GA-Based Approach to Social Network Analysis."2021 IEEE Symposium Series on Computational Intelligence (SSCI), IEEE, 2021, 01-08.

Tao Shi, Hui Ma, Gang Chen, and Sven Hartmann, "Location-Aware and Budget-Constrained Service Deployment for Composite Applications in Multi-Cloud Environment," IEEE Transactions on Parallel and Distributed Systems, vol. 31, no. 8, pp. 1954–1969, 2020.

Tao Shi, Hui Ma, Gang Chen, and Sven Hartmann, "Location-Aware and Budget-Constrained Application Replication and Deployment in Multi-Cloud Environment," 2020 IEEE International Conference on Web Services (ICWS), IEEE, 2020, 110-117.[SourceCode]

Tao Shi, Hui Ma, and Gang Chen, "Seeding-Based Multi-Objective Evolutionary Algorithms for Multi-Cloud Composite Applications Deployment," 2020 IEEE International Conference on Services Computing (SCC), IEEE, 2020, 240-247. [SourceCode]

Tao Shi, Hui Ma, and Gang Chen, "Divide and conquer: Seeding strategies for multi-objective multi-cloud composite applications deployment," 2020 Genetic and Evolutionary Computation Conference Companion (GECCO), ACM, 2020, 317-318.

Tao Shi, Hui Ma, and Gang Chen, "A Genetic-Based Approach to Location-Aware Cloud Service Brokering in Multi-Cloud Environment," 2019 IEEE International Conference on Services Computing (SCC) , IEEE, 2019, 146-153.

Tao Shi, Hui Ma, and Gang Chen, "A Seeding-based GA for Location-Aware Workflow Deployment in Multi-cloud Environment," 2019 IEEE Congress on Evolutionary Computation (CEC), IEEE, 2019, 3364-3371.

Tao Shi, Hui Ma, and Gang Chen, "Energy-Aware Container Consolidation Based on PSO in Cloud Data Centers," 2018 IEEE Congress on Evolutionary Computation (CEC), IEEE, 2018, 1-8.

Tao Shi, Hui Ma, and Gang Chen, "Multi-objective Container Consolidation in Cloud Data Centers, " 2018 Australasian Joint Conference on Artificial Intelligence (AI 2018), Springer, 2018, 783-795.
I Attachment Action Size Date Who Comment
ICSOC.pdfpdf ICSOC.pdf manage 769 K 03 Nov 2021 - 13:02 Main.shitao  
ICWS.pptxpptx ICWS.pptx manage 1 MB 29 Jul 2020 - 13:59 Main.shitao  
SSCI.pptxpptx SSCI.pptx manage 658 K 27 Oct 2021 - 12:09 Main.shitao