Publications

Underlined names indicate students/researchers advised/co-advised by me.

2024

  1. TPDS
    WASP: Efficient Power Management Enabling Workload-Aware, Self-Powered AIoT Devices
    Xiaofeng Hou, Xuehan Tang, Jiacheng Liu, Chao Li, Luhong Liang, and Kwang-ting Cheng
    In IEEE Transactions on Parallel and Distributed Systems 2024
  2. IWQoS Best Paper Nominate
    CPM: A Cross-layer Power Management Facility to Enable Highly-efficient Real-time AIoT Systems
    Xiaofeng Hou, Peng Tang, Tongqiao Xu, Cheng Xu, Chao Li, and Minyi Guo
    In IEEE/ACM International Symposium on Quality of Service 2024
  3. VLDB
    FlowWalker: A Memory-efficient and High-performance GPU-based Dynamic Graph Random Walk Framework
    Junyi Mei, Shixuan Sun, Chao Li, Cheng Xu, Cheng Chen, Yibo Liu, Jing Wang, Cheng Zhao, Xiaofeng Hou, Minyi Guo, Bingsheng He, and Xiaoliang Cong
    In Proceedings of the 50th International Conference on Very Large Data Bases 2024
  4. ISCA
    A Tale of Two Domains: Exploring Efficient Architecture Design for Truly Autonomous Things
    Xiaofeng Hou, Tongqiao Xu, Chao Li, Cheng Xu, Jiacheng Liu, Yang Hu, Jieru Zhao, Jingwen Leng, Kwang-ting Cheng, and Minyi Guo
    In Proceedings of the 51st Annual International Symposium on Computer Architecture 2024
  5. ICME
    M2SN : Adaptive and Dynamic Multi-modal Shortcut Network Architecture for Latency-aware Applications
    Yifei Pu, Chi Wang, Xiaofeng Hou, Cheng Xu, Jiacheng Liu, Jing Wang, Minyi Guo, and Chao Li
    In IEEE International Conference on Multimedia and Expo 2024
  6. IPDPS
    CoCG: Fine-grained Cloud Game Co-location on Heterogeneous Platform
    Taolei Wang, Jing Wang, Chao Li, Cheng Xu, and Xiaofeng Hou
    In Proceedings of the 38th Annual International Symposium on Computer Architecture 2024
  7. ICDE
    Graph Contrastive Learning for Truth Inferencec
    Hao Liu*, Jiacheng Liu*, Feilong Tang, Peng Li, Long Chen, Jiadi Yu, Yanmin Zhu, Min Gao, Yanqi Yang, and Xiaofeng Hou
    In IEEE International Conference on Data Engineering 2024

2023

  1. SCIS
    Power Synchronization: Taming Massive Diversified Serverless Functions under Power Constraints
    Lu Zhang, Du Liu, Yecheng Xu, Xinkai Wang, Lingyu Sun, Yifei Pu, Xiaofeng Hou, Chao Li, and Minyi Guo
    In Science China Information Sciences 2023
  2. RTSS
    SMG: A System-level Modality Gating Facility for Fast and Energy-Efficient Multimodal Computing
    Xiaofeng Hou, Peng Tang, Chao Li, Jiacheng Liu, Cheng Xu, Kwang-Ting Cheng, and Minyi Guo
    In IEEE Real-Time Systems Symposium 2023
  3. JSAC
    Practical Network Modeling Using Weak Supervision Signals for Human-Centric Networking in Metaverse
    Jiacheng Liu, Feilong Tang, Zhijian Zheng, Hao Liu, Xiaofeng Hou, Long Chen, Ming Gao, Jiadi Yu, and Yanmin Zhu
    IEEE Journal on Selected Areas in Communications, 2023
  4. SoCC
    Not All Resources are Visible: Exploiting Fragmented Shadow Resources in Shared-State Scheduler Architecture
    Xinkai Wang*, Hao He*, Yuancheng Li*, Chao Li, Xiaofeng Hou, Jing Wang, Quan Chen, Jingwen Leng, Minyi Guo, and Leibo Wang
    ACM Symposium on Cloud Computing, 2023
  5. ECAI
    Label Aggregation with Self-Supervision Enhanced Graph Transformer
    Jiacheng Liu, Feilong Tang, and Xiaofeng Hou
    European Conference on Artificial Intelligence, 2023
  6. IISWC
    MMBench: Benchmarking End-to-End Multi-modal DNNs and Understanding Their Hardware-Software Implications
    Cheng Xu, Xiaofeng Hou, Jiacheng Liu, Chao Li, Tianhao Huang, Xiaozhi Zhu, Mo Niu, Lingyu Sun, Peng Tang, Tongqiao Xu, Kwang-Ting Cheng, and Minyi Guo
    IEEE International Symposium on Workload Characterization, 2023
  7. Euro-Par Best Paper Nominate
    MMExit: Enabling Fast and Efficient Multi-modal DNN Inference with Adaptive Network Exits
    Xiaofeng Hou, Jiacheng Liu, Xuehan Tang, Chao Li, Kwang-Ting Cheng, Li Li, and Minyi Guo
    In European Conference on Parallel Processing, 2023
  8. ISCA
    Architecting Efficient Multi-modal AIoT Systems
    Xiaofeng Hou, Jiacheng Liu, Xuehan Tang, Chao Li, Jia Chen, Luhong Liang, Kwang-Ting Cheng, and Minyi Guo
    In Proceedings of the 50th Annual International Symposium on Computer Architecture 2023
  9. TC
    Optimizing GPU-based Graph Sampling and Random Walk for Efficiency and Scalability
    Pengyu Wang, Cheng Xu, Chao Li, Jing Wang, Taolei Wang, Lu Zhang, Xiaofeng Hou, and Minyi Guo
    IEEE Transactions on Computers, 2023
  10. PPoPP
    CoWalker: High-Throughput GPU Random Walk with Fine-tuned Concurrent Query Processing (Poster)
    Cheng Xu, Chao Li, Pengyu Wang, Xiaofeng Hou, Jing Wang, Shixuan Sun, Minyi Guo, Hanqing Wu, Dongbai Chen, and Xiangwen Liu
    In ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2023

2022

  1. IEEE CAL
    Characterizing and Understanding End-to-End Multi-modal Neural Networks on GPUs
    Xiaofeng Hou*, Cheng Xu*, Jiacheng Liu, Xuehan Tang, Lingyu Sun, Chao Li, and Kwang-Ting Cheng
    IEEE Computer Architecture Letter, 2022
  2. IPDPS
    Enabling Efficient Request Management through Microservice Level Parallelism
    Xinkai Wang, Chao Li, Lu Zhang, Xiaofeng Hou, Quan Chen, and Minyi Guo
    In IEEE International Parallel and Distributed Processing Symposium, 2022
  3. FCS
    Performance Optimization for Cloud Computing Systems in the Microservice Era: State-of-the-Art and Research Opportunities
    Rong Zeng, Xiaofeng Hou, Wenli Zheng, and Minyi Guo
    Frontiers of Computer Science 2022

2021

  1. TC
    Tapping into NFV Environment for Opportunistic Serverless Edge Function Deployment
    Lu Zhang, Weiqi Feng, Chao Li, Xiaofeng Hou, Pengyu Wang, Jing Wang, and Minyi Guo
    IEEE Transactions on Computers, 2021
  2. ArXiv
    DataCLUE: A Benchmark Suite for Data-centric NLP
    Jiacheng Liu, Liang Xu, Xiang Pan, Xiaojing Lu, and Xiaofeng Hou
    2021
  3. IPDPS
    AlphaR: Learning-Powered Resource Management for Irregular, Dynamic Microservice Graph
    Xiaofeng Hou, Chao Li, Jiacheng Liu, Lu Zhang, Shaolei Ren, Jingwen Leng, Quan Chen, and Minyi Guo
    In IEEE International Parallel and Distributed Processing Symposium (IPDPS) 2021

2020

  1. SC
    ANT-man: Towards Agile Power Management in the Microservice Era
    Xiaofeng Hou, Chao Li, Jiacheng Liu, Lu Zhang, Yang Hu, and Minyi Guo
    In International Conference for High Performance Computing, Networking, Storage and Analysis, 2020
  2. AAAI
    Fine-Grained Machine Teaching with Attention Modeling
    Jiacheng Liu, Xiaofeng Hou, and Feilong Tang
    In AAAI Conference on Artificial Intelligence, 2020
  3. TCC
    Integrated Power Anomaly Defense: Towards Oversubscription-Safe Data Centers
    Xiaofeng Hou, Chao Li, Jinghang Yang, Wenli Zheng, Xiaoyao Liang, and Minyi Guo
    IEEE Transactions on Cloud Computing 2020

2019

  1. ICPP
    When Power Oversubscription Meets Traffic Flood Attack: Re-Thinking Data Center Peak Load Management
    Xiaofeng Hou, Mingyu Liang, Chao Li, Wenli Zheng, Quan Chen, and Minyi Guo
    In International Conference on Parallel Processing, 2019
  2. ICPP
    Unleashing the Scalability Potential of Power-Constrained Data Center in the Microservice Era
    Xiaofeng Hou, Jiacheng Liu, Chao Li, and Minyi Guo
    In International Conference on Parallel Processing, 2019

2018

  1. ICCD Best Paper Award
    Power Grab in Aggressively Provisioned Data Centers: What is the Risk and What Can Be Done About It
    Xiaofeng Hou, Luoyao Hao, Chao Li, Quan Chen, Wenli Zheng, and Minyi Guo
    In International Conference on Computer Design, 2018

2016

  1. ISCA
    Power Attack Defense: Securing Battery-Backed Data Centers
    Chao Li, Zhenhua Wang*, Xiaofeng Hou*, Haopeng Chen, Xiaoyao Liang, and Minyi Guo
    International Symposium on Computer Architecture, 2016
  2. JCRD
    Green Hierarchical Management for Distributed Datacenter Containers
    Xiaofeng Hou, Pengtao Song, Weichao Tang, Chao Li, and Xiaoyao Liang
    Journal of Computer Research and Development, 2016