Publications

Journal publications

1. Efficient Multi-Task Computation Offloading Game for Mobile Edge Computing
   Shuhui Chu, Chengxi Gao*, Minxian Xu, Kejiang Ye, Zhu Xiao, Chengzhong Xu*
   IEEE Transactions on Services Computing (IEEE TSC, CCF A), 2024, 17(1):30-46.
   

2. Distributed Program Deployment for Resource-aware Programmable Switches
   Fuliang Li, Songlin Chen, Xingxin Jia, Chengxi Gao*, Pengfei Wang, Xingwei Wang*, Jiannong Cao*
   IEEE Transactions on Computers (IEEE TC, CCF A), 2024, 73(5):1357-1370.
   

3. Learning-based Sketch for Adaptive and High-performance Network Measurement
   Fuliang Li, Yiming Lv, Yangsheng Yan, Chengxi Gao, Xingwei Wang, Jiannong Cao
   IEEE/ACM Transactions on Networking (IEEE/ACM ToN, CCF A), 2024, 32(3):2571-2585.
   

4. Practice of Alibaba Cloud on Elastic Resource Provisioning for Large-scale Microservices Cluster
   Minxian Xu, Lei Yang, Yang Wang, Chengxi Gao, Linfeng Wen, Guoyao Xu, Liping Zhang, Kejiang Ye, Chengzhong Xu
   Software: Practice and Experience (SPE, CCF B), 2024, 54(1):39–57.
   

5. Labeled Graph Partitioning Scheme for Distributed Edge Caching
   Pengfei Wang, Shiqi Li, Geng Sun, Changjun Zhou, Chengxi Gao, Sen Qiu, Tiwei Tao, Qiang Zhang
   Future Generation Computer Systems (FGCS, JCR Q1), 2024, 153:492-504.
   

6. Heter-Train: A Distributed Training Framework Based on Semi-Asynchronous Parallel Mechanism for Heterogeneous Intelligent Transportation Systems
   Jiawei Geng, Jing Cao, Haipeng Jia, Zongwei Zhu, Hai Fang, Chengxi Gao, Cheng Ji, Gangyong Jia, Guangjie Han, Xuehai Zhou
   IEEE Transactions on Intelligent Transportation Systems (IEEE TITS, CCF B), 2024, 25(1):959-972.
   

7. Exploring Inter-city Mobility in Urban Agglomeration: Evidence from Private Car Trajectory Data
   Zhu Xiao, Linshan Wu, Hongbo Jiang, Zheng Qin, Chengxi Gao, You Li, Hongyang Chen, Jiangchuan Liu
   IEEE Transactions on Computational Social Systems (IEEE TCSS, JCR Q1), 2024, 11(2):2940-2954.
   

8. Flash: Joint Flow Scheduling and Congestion Control in Data Center Networks
   Chengxi Gao, Shuhui Chu, Hong Xu, Minxian Xu, Kejiang Ye, Chengzhong Xu
   IEEE Transactions on Cloud Computing (IEEE TCC, JCR Q1), 2023, 11(1):1038-1049.
   

9. Bottleneck-Aware Non-Clairvoyant Coflow Scheduling with Fai
   Libin Liu, Chengxi Gao, Peng Wang, Hongming Huang, Jiamin Li, Hong Xu, Wei Zhang
   IEEE Transactions on Cloud Computing (IEEE TCC, JCR Q1), 2023, 11(1):1011-1025.
   

10. Efficient Congestion Control Scheme based on Caching Strategy in NDN
    Dapeng Qu, Jun Wu, Jiankun Zhang, Chengxi Gao*, Haiying Shen, Keqin Li
    Journal of Network and Computer Applications (JNCA, JCR Q1), 2023, 216:103651.
    

11. Localizing from Classification: Self-Directed Weakly Supervised Object Localization for Remote Sensing Images
    Jing Bai, Junjie Ren, Zhu Xiao, Zheng Chen, Chengxi Gao, Ahmed Talal, Ali Ali, Licheng Jiao
    IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS, CCF B), 2023, accepted.
    

12. Efficient Multi-Channel Computation Offloading for Mobile Edge Computing: A Game-Theoretic Approach
    Shuhui Chu, Zhiyi Fang, Shinan Song, Zhanyang Zhang, Chengxi Gao*, Chengzhong Xu
    IEEE Transactions on Cloud Computing (IEEE TCC, JCR Q1), 2022, 10(3):1738-1750.
    

13. D-SRTF: Distributed Shortest Remaining Time First Scheduling for Data Center Networks
    Chengxi Gao, Victor C.S. Lee, Keqin Li
    IEEE Transactions on Cloud Computing (IEEE TCC, JCR Q1), 2021, 9(2):562-575.
    

14. DemePro: DEcouple packet Marking from Enqueuing for multiple services with PROactive congestion control
    Chengxi Gao, Victor C.S. Lee, Keqin Li
    IEEE Transactions on Cloud Computing (IEEE TCC, JCR Q1), 2017, accepted.
    

15. An Intelligent Economic Approach for Dynamic Resource Allocation in Cloud Services
    Xingwei Wang, Xueyi Wang, Hao Che, Keqin Li, Min Huang, Chengxi Gao.
    IEEE Transactions on Cloud Computing (IEEE TCC, JCR Q1), 2015, 3(3):275-289.
    

16. 云环境下基于神经网络和群搜索优化的资源分配机制
    孙佳佳,王兴伟,高程希,黄敏.
    软件学报 (CCF中文期刊A类), 2014,25(8):1858−1873.
    

Conference proceedings

1. RED: Distributed Program Deployment for Resource-aware Programmable Switches
   Xingxin Jia, Fuliang Li, Songlin Chen, Chengxi Gao, Pengfei Wang, Xingwei Wang
   IEEE INFOCOM 2023 (CCF A)
   

2. NetDiceSyn: Multi-Property Probabilistic Verification of Network Configurations
   Renrui Liu, Fuliang Li, Chengxi Gao, Ce Ji, Xingwei Wang
   IEEE IWQoS 2023 (CCF B)
   

3. Optimizing Cache Accesses with Tensor Memory Format Search for Transformers in TVM
   Xianghuan He, Xitong Gao, Juanjuan Zhao, Chengxi Gao, Kejiang Ye
   CLOUD 2022
   

4. Qc-DQN: A Novel Constrained Reinforcement Learning Method for Computation Offloading in Multi-access Edge Computing Networks
   Shen Zhuang, Chengxi Gao, Ying He, F. Richard Yu, Yuhang Wang, Weike Pan, Zhong Ming
   IEEE IJCNN 2022
   

5. When Multi-access Edge Computing Meets Multi-area Intelligent Reflecting Surface: A Multi-agent Reinforcement Learning Approach
   Shen Zhuang, Ying He, F. Richard Yu, Chengxi Gao, Weike Pan, Zhong Ming
   IEEE IWQoS 2022 (CCF B)
   

6. Bottleneck-Aware Coflow Scheduling Without Prior Knowledge
   Libin Liu, Hong Xu, Chengxi Gao, Peng Wang
   IEEE INFOCOM 2020, Workshop on Intelligent Cloud Computing and Networking (ICCN)
   

7. Energy Efficient Algorithms based on VM Consolidation for Cloud Computing: Comparisons and Evaluations
   Qiheng Zhou, Minxian Xu, Sukhpal Singh Gill, Chengxi Gao, Wenhong Tian, Chengzhong Xu and Rajkumar Buyya
   IEEE/ACM CCGrid 2020
   

8. DEME: DEcouple packet Marking from Enqueuing for multiple services in data center networks
   Chengxi Gao, Victor C.S. Lee
   IEEE ICNP 2016 (CCF B)
   

9. Energy Efficient Mobile Computation Offloading through Workload Migration
   Chengxi Gao, Victor C.S. Lee
   IEEE SC2 2015
   

10. Teaching-Learning Based Optimization Algorithm Based on Course by Course Improvement
    Dapeng Qu, Shuwen Liu, Di Zhang, Jun Wang, Chengxi Gao
    IEEE CIS 2015
    

11. A novel resource management scheme for cloud computing
    Lijing Wang, Xingwei Wang, Chengxi Gao, Min Huang
    IEEE ICSESS 2014
    

12. A Cloud Resource Allocation Mechanism Based on Mean-variance Optimization and Double Multi-Attribution Auction
    Chengxi Gao, Xingwei Wang, Min Huang
    IFIP NPC 2013
    

13. A Cloud Resource Allocation Scheme Based on Microeconomics and Wind Driven Optimization
    Jiajia Sun, Xingwei Wang, Min Huang, Chengxi Gao
    ChinaGrid 2013
    

Book Chapter

1. Green-aware Mobile Edge Computing for IoT: Challenges, Solutions and Future Directions
   Minxian Xu, Chengxi Gao, Shashikant Ilager, Huaming Wu, Chengzhong Xu, Rajkumar Buyya
   Mobile Edge Computing (MEC), Springer