Publications

Xinning Hui, Yuanchao Xu, Xipeng Shen (2025). FluidFaaS: A Dynamic Pipelined Solution for Serverless Computing with Strong Isolation-based GPU Sharing. The 34rd International Symposium on High-Performance Parallel and Distributed Computing, HPDC25.

Xiangwei Wang, Xinning Hui, Chunhua Liao, Xipeng Shen (2025). Reductive Analysis with Compiler-Guided Large Language Models for Input-Centric Code Optimizations. 2025 ACM SIGPLAN Conference on Programming Language Design and Implementation, PLDI25. (acceptance rate 90/316=28.5%).

Xinning Hui, Yuanchao Xu, Xipeng Shen (2025). Exploring Function Granularity for Serverless Machine Learning Application with GPU Sharing. ACM SIGMETRICS 2025, SIGMETRICS25. (acceptance rate 15/113=13%).

Xinning Hui, Yuanchao Xu, Zhishan Guo, Xipeng Shen (2024). ESG: Pipeline-Conscious Efficient Scheduling of DNN Workflows on Serverless Platforms with Shareable GPUs. The 33rd International Symposium on High-Performance Parallel and Distributed Computing, HPDC24. (acceptance rate 26/152=17%).

Qi Zhao, Zhengyi Qiu, Shudi Shao, Xinning Hui, HassanAli Khan, Guoliang Jin (2022). Understanding and Reaching the Performance Limit of Schedule Tuning on Stable Synchronization Determinism. The 31st International Conference on Parallel Architectures and Compilation Techniques, PACT22.

Zhengyi Qiu, Shudi Shao, Qi Zhao, HassanAli Khan, Xinning Hui, Guoliang Jin (2022). A Deep Study of the Effects and Fixes of Server‑Side Request Races in Web Applications. The 2022 Mining Software Repositories Conference, MSR22.

Zhihui Du, Xinning Hui, Yurui Wang, Jun Jiang, Jason Liu, Baokun Lu, Chongyu Wang (2020). Inter‑Job Scheduling of High‑Throughput Material Screening Applications. (First student author). The 34th IEEE International Parallel and Distributed Processing Symposium, IPDPS20.

Xinning Hui, Zhihui Du, Jason Liu, Hongyang Sun, Yuxiong He, David A. Bader (2017). When Good Enough Is Better: Energy‑Aware Scheduling for Multicore Servers. The 31th IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW17.