publications

2026

1. SCIS

   Intra-service tracing for shared and stressed datacenters: efficient management and intelligent analysis

   Xinkai Wang, Chao Li, Tianhao Huang, Jinyang Guo, Xiaofeng Hou, Guoyao Xu, Yuemin Wu, and Minyi Guo

   SCIENTIA SINICA Informationis, 2026

   In Chinese

   DOI Bib PDF

   @article{wang2026etrace,
     title = {{Intra-service tracing for shared and stressed datacenters: efficient management and intelligent analysis}},
     author = {Wang, Xinkai and Li, Chao and Huang, Tianhao and Guo, Jinyang and Hou, Xiaofeng and Xu, Guoyao and Wu, Yuemin and Guo, Minyi},
     journal = {SCIENTIA SINICA Informationis},
     year = {2026},
     volume = {56},
     number = {7},
     pages = {1620--1634},
     doi = {10.1360/ssi-2025-0384},
     note = {In Chinese},
   }

2025

1. ISLPED

   Repurpose Accel-Sim for Next Generation NVIDIA Jetson GPU Architectural Design

   Tianhao Huang, Lingyu Sun, Chao Li, Xiaofeng Hou, Yaqian Zhao, Jingwen Leng, Li Li, and Minyi Guo

   In 2025 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED), 2025

   DOI Bib PDF

   @inproceedings{huang2025accelsim,
     title = {{Repurpose Accel-Sim for Next Generation NVIDIA Jetson GPU Architectural Design}},
     author = {Huang, Tianhao and Sun, Lingyu and Li, Chao and Hou, Xiaofeng and Zhao, Yaqian and Leng, Jingwen and Li, Li and Guo, Minyi},
     booktitle = {2025 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED)},
     year = {2025},
     pages = {1--7},
     doi = {10.1109/islped65674.2025.11261765},
   }

2024

1. RTSS

   Jigsaw: Taming BEV-centric Perception on Dual-SoC for Autonomous Driving

   Lingyu Sun, Chao Li, Xiaofeng Hou, Tianhao Huang, Cheng Xu, Xinkai Wang, Guangjun Bao, Bingchuan Sun, Shibo Rui, and Minyi Guo

   In 2024 IEEE Real-Time Systems Symposium (RTSS), 2024

   DOI Bib PDF

   @inproceedings{sun2024jigsaw,
     title = {{Jigsaw: Taming BEV-centric Perception on Dual-SoC for Autonomous Driving}},
     author = {Sun, Lingyu and Li, Chao and Hou, Xiaofeng and Huang, Tianhao and Xu, Cheng and Wang, Xinkai and Bao, Guangjun and Sun, Bingchuan and Rui, Shibo and Guo, Minyi},
     booktitle = {2024 IEEE Real-Time Systems Symposium (RTSS)},
     year = {2024},
     pages = {280--293},
     doi = {10.1109/rtss62706.2024.00032},
   }

2. CCGrid

   Sub-model Parallelism: A Scale-out Deployment Method for Large Multi-modal DNNs

   Tianhao Huang, Lingyu Sun, Xiaofeng Hou, Xiaozhi Zhu, Xinfeng Xia, Yutong Wang, Mingxi Chen, and Chao Li

   In 2024 IEEE 24th International Symposium on Cluster, Cloud and Internet Computing (CCGrid), 2024

   DOI Bib PDF

   @inproceedings{huang2024submodel,
     title = {{Sub-model Parallelism: A Scale-out Deployment Method for Large Multi-modal DNNs}},
     author = {Huang, Tianhao and Sun, Lingyu and Hou, Xiaofeng and Zhu, Xiaozhi and Xia, Xinfeng and Wang, Yutong and Chen, Mingxi and Li, Chao},
     booktitle = {2024 IEEE 24th International Symposium on Cluster, Cloud and Internet Computing (CCGrid)},
     year = {2024},
     pages = {651--657},
     doi = {10.1109/ccgrid59990.2024.00081},
   }

3. PER

   An End-to-End Benchmarking Tool for Analyzing the Hardware-Software Implications of Multi-modal DNNs

   Tianhao Huang, Xiaozhi Zhu, and Mo Niu

   ACM SIGMETRICS Performance Evaluation Review, 2024

   DOI Bib PDF

   @article{huang2024benchmarking,
     title = {{An End-to-End Benchmarking Tool for Analyzing the Hardware-Software Implications of Multi-modal DNNs}},
     author = {Huang, Tianhao and Zhu, Xiaozhi and Niu, Mo},
     journal = {ACM SIGMETRICS Performance Evaluation Review},
     year = {2024},
     volume = {51},
     number = {3},
     pages = {25--27},
     doi = {10.1145/3639830.3639841},
   }

2023

1. 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

   In 2023 IEEE International Symposium on Workload Characterization (IISWC), 2023

   DOI Bib PDF

   @inproceedings{xu2023mmbench,
     title = {{MMBench: Benchmarking End-to-End Multi-modal DNNs and Understanding Their Hardware-Software Implications}},
     author = {Xu, Cheng and Hou, Xiaofeng and Liu, Jiacheng and Li, Chao and Huang, Tianhao and Zhu, Xiaozhi and Niu, Mo and Sun, Lingyu and Tang, Peng and Xu, Tongqiao and Cheng, Kwang-Ting and Guo, Minyi},
     booktitle = {2023 IEEE International Symposium on Workload Characterization (IISWC)},
     year = {2023},
     pages = {154--166},
     doi = {10.1109/iiswc59245.2023.00014},
   }