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With Li Xiaorong

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Assistant Professor

Li Xiaorong

PhD (Electrical & Computing Engineering), National University of Singapore, Singapore
Cluster:
Infocomm Technology
Email
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Education

  • PhD (Electrical & Computing Engineering)
    National University of Singapore , Singapore
  • Bachelor of Engineering (Telecommunication Engineering)
    Beijing University of Posts and Telecommunications , China

Professional Certification

  • Certified Scrum Product Owner (CSPO)
  • Certified Scrum Master (CSM)

Professional Memberships

  • IEEE Senior Member
  • ACM Member
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Research Interests

  • Big Data and Analytics
  • Artificial Intelligence / Machine Learning
  • Parallel and Distribute Computing, Cloud, High Performance Computing
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Journal Papers

  • ​Xiaoyong Tang, Yi Liu, Tan Deng, Zexin Zeng, Haowei Huang, Qiyu Wei, Xiaorong Li, and Li Yang, "A job scheduling algorithm based on parallel workload prediction on computational grid", Journal of Parallel Distributed Computing, Vol. 171: 88-97, 2023.

  • Lujie Peng, Junyu Yang, Jianbiao Xiao, Mingxue Yang, Yujiang Wang, Haojie Qin, Xiaorong Li, Jun Zhou， “ULSED: An ultra-lightweight SED model for IoT devices”, Journal of Parallel Distributed Computing, Vol. 166: 104-110，2022.

  • Zengxiang Li, Wentong Cai, Stephen John Turner, Xiaorong Li, TA Nguyen Binh Duong, Rick Siow Mong Goh "Adaptive Resource Provisioning Mechanism in VEEs for Improving Performance of HLA-based Simulations”, ACM Transactions on Modeling and Computer Simulation (TOMACS), Special Issue on Principles on Advanced Discrete Simulation, 26(1), 1-25, 2015.

  • Lingfang Zeng, Bharadwaj Veeravalli, and Xiaorong Li, “SABA: A Security-Aware and Budget-Aware Work flow Scheduling Strategy in Clouds”, Journal of Parallel and Distributed Computing (JPDC), Vol. 75, Jan 2015.

  • Rubing Duan, Radu Prodan, and Xiaorong Li, “A sequential cooperative game theoretic approach to scheduling multiple large-scale applications in grids”, Future Generation Computer Systems, Vol. 30, pp. 27-43, Jan 2014.

  • Xiaorong Li and Bharadwaj Veeravalli, “A Differentiated Quality Adaptation Approach for Scalable Streaming Services”, IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 25, Feb 2014.

  • Rubing Duan, Radu Prodan, and Xiaorong Li, "Multi-Objective Game Theoretic Scheduling of Bag-of-Tasks Workflows on Hybrid Clouds," in IEEE Transactions on Cloud Computing, vol. 2, no. 1, pp. 29-42, Jan.-March 2014.

  • Xiaorong Li, Bharadwaj Veeravalli, Hailong Li, "Multimedia Service Provisioning and Personalization on Grid-Based Infrastructures: Now and the Future", IEEE Multimedia, 16(1): 36-45, 2009.

  • Xiaorong Li, Bharadwaj Veeravalli, Viktor K. Prasanna, "A window-assisted video partitioning strategy for partitioning and caching video streams in distributed multimedia systems," J. Parallel Distributed Comput. 67(6): 738-754, 2007.

Conferences

  • Minxi Wang, John; and Xiaorong Li, "Optimizing Deep Reinforcement Learning Models for Stock Trading with Technical Indicators," in Proc. The 4th International Conference on Robotics, Automation, and Artificial Intelligence (RAAI 2024), Singapore, Dec 19-21, 2024.

  • MohamedSaif Ali Khan Bin Mohamed Aowtab Khan, Xiaorong Li, "e-Commerce Mobile Systems Development with Enhanced Microservice Architecture Design," in Proc. The 5th Asia Conference on Computers and Communications (ACCC 2024), Dec 13-15, 2024 (Best Presentation Award).

  • Aneesha Rajesh Babu, Xiaorong Li, "Halcyon: An AI-Powered Forum with Automated Hate Speech Detection," In Proc. IRC Conference on Science, Engineering and Technology, Sep 8, 2024. 

  • Henry Kasim, Terence Hung, Xiaorong Li, "Data Value Chain as a Service Framework: For Enabling Data Handling, Data Security and Data Analysis in the Cloud," 2012 IEEE 18th International Conference on Parallel and Distributed Systems, Singapore, 2012, pp. 804-809.

  • Rajkumar Buyya, Rodrigo N. Calheiros, Xiaorong Li "Autonomic Cloud computing: Open challenges and architectural elements," 2012 Third International Conference on Emerging Applications of Information Technology, Kolkata, India, 2012, pp. 3-10, doi: 10.1109/EAIT.2012.6407847.

  • Sifei Lu; Reuben Mingguang Li, William Chandra Tjhi, Kee Khoon Lee, Long Wang, Xiaorong Li, "A Framework for Cloud-Based Large-Scale Data Analytics and Visualization: Case Study on Multiscale Climate Data," 2011 IEEE Third International Conference on Cloud Computing Technology and Science, Athens, Greece, 2011, pp. 618-622, doi: 10.1109/CloudCom.2011.95.

  • Mustafizur Rahman, Xiaorong Li, Henry Palit, "Hybrid Heuristic for Scheduling Data Analytics Workflow Applications in Hybrid Cloud Environment," 2011 IEEE International Symposium on Parallel and Distributed Processing Workshops and Phd Forum, Anchorage, AK, USA, 2011, pp. 966-974, doi: 10.1109/IPDPS.2011.243.

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