Jiuchen Shi 史久琛

Jiuchen Shi 史久琛

Internet and Mobile Computing Lab, The Hong Kong Polytechnic University. Emerging Parallel Computing Center, Shanghai Jiao Tong University.

Biography

I am now a postdoc research fellow working with Prof. Jiannong Cao and Prof. Minyi Guo. I received my Ph.D. degree from Department of Computer Science and Engineering, Shanghai Jiao Tong University in 2024, supervised by Prof. Minyi Guo and Prof. Quan Chen. My research interests include: Cloud-native systems, LLM inference and fine-tuning, Disaggregated datacenters, etc. If you are interested in my research, feel free to email me.

Publications

^Equal contribution, *Corresponding author

Preprint Papers:

  • ARXIV
     Hang Zhang^, Jiuchen Shi^, Yixiao Wang, Quan Chen*, Yizhou Shan, Minyi Guo. "Improving the Serving Performance of Multi-LoRA Large Language Models via Efficient LoRA and KV Cache Management". [paper]
  • ARXIV
     Fanrong Du^, Jiuchen Shi^, Quan Chen*, Li Li, Minyi Guo. "A Microservice Graph Generator with Production Characteristics". [paper]

Published Papers:

  • ICS 2025
     Zhixin Tong^, Jiuchen Shi^, Quan Chen*, Pu Pang, Shixuan Sun, Jie Meng, Jiang Liu, En Shao, Minyi Guo. "ORION: Optimizing OLAP Query Execution with Proactive Caching and Separate Operators". [paper]
  • ICS 2025
     Fanrong Du^, Jiuchen Shi^, Quan Chen*, Pu Pang, Li Li, Minyi Guo. "Generating Microservice Graphs with Production Characteristics for Efficient Resource Scaling". [paper]
  • APPT 2025
     Jinyuan Chen, Jiuchen Shi*, Quan Chen, Lin Gu, Minyi Guo. "Veyth: Adaptive Container Placement for Optimizing Cross-Server Network Traffic of Microservice Applications". [paper]
  • APPT 2025
     Ruogang Ma, Jiuchen Shi*, Quan Chen, Minyi Guo. "Comber: QoS-aware and Efficient Deployment for Co-located Microservices and Best-Effort Tasks in Disaggregated Datacenters". [paper]
  • TPDS 2024
     Jiuchen Shi, Kaihua Fu, Jiawen Wang, Quan Chen*, Deze Zeng, Minyi Guo. "Adaptive QoS-aware Microservice Deployment with Excessive Loads via Intra- and Inter-Datacenter Scheduling". [paper]
  • USENIX ATC 2023
     Jiuchen Shi, Quan Chen*, Zhixin Tong, Hang Zhang, Kaihua Fu, Minyi Guo*. "Nodens: Enabling Resource Efficient and Fast QoS Recovery of Dynamic Microservice Applications in Datacenters". [paper]
  • SC 2023
     Kaihua Fu, Quan Chen*, Yuzhuo Yang, Jiuchen Shi, Chao Li, Minyi Guo*. "BLAD: Adaptive Load Balanced Scheduling and Operator Overlap Pipeline For Accelerating The Dynamic GNN Training". [paper]
  • SoCC 2022
     Jiuchen Shi, Kaihua Fu, Quan Chen*, Changpeng Yang, Pengfei Huang, Mosong, Zhou, Jieru Zhao, Chen Chen, Minyi Guo*. "Characterizing and orchestrating VM reservation in geo-distributed clouds to improve the resource efficiency". [paper]
  • IPDPS 2022
     Jiuchen Shi, Jiawen Wang, Kaihua Fu, Quan Chen*, Deze Zeng*, Minyi Guo*. "QoS-awareness of Microservices with Excessive Loads via Inter-Datacenter Scheduling". [paper]
  • JCST 2022
     Jiuchen Shi, Xiaoqing Cai, Wenli Zheng, Quan Chen, Deze Zeng, Tsuchiya Tatsuhiro, Minyi Guo*. "Reliability and Incentive of Performance Assessment for Decentralized Clouds". [paper]
  • SC 2022
     Kaihua Fu, Jiuchen Shi, Quan Chen*, Ningxin Zheng, Wei Zhang, Deze Zeng, Minyi Guo*. "QoS-aware irregular collaborative inference for improving throughput of DNN services". [paper]
  • Chinese Journal of Computers 2021
     Xiaoqing Cai, Yao Deng, Liang Zhang, Jiuchen Shi, Quan Chen, Wenli Zheng, Zhiqiang Liu, Yu Long, Kun Wang, Chao Li, Minyi Guo*. "The Principle and Core Technology of Blockchain". [paper]
  • ICPP 2020
     Xiaoqing Cai, Jiuchen Shi, Rui Yuan, Chang Liu, Wenli Zheng*, Quan Chen, Chao Li, Jingwen Leng, Minyi Guo*. "OVERSEE: Outsourcing verification to enable resource sharing in edge environment". [paper]

Honors & Awards

  • Shanghai Jiao Tong University Outstanding Ph.D. Scholarship of Yang Yuanqing Education Fund (2024)
  • Postdoc fund from Huawei Advanced Computing Department (2024)
  • Shanghai Jiao Tong University Graduate Special Scholarship (Huatai Securities Technology Scholarship, 2023)
  • Shanghai Jiao Tong University Excellent Student (2023)
  • Outstanding Undergraduate Graduate of Liaoning Province (2019)
  • National Scholarship for Undergraduate Students (2018)

Projects

  • Joint Optimization of Compute and Network Cost among Geo-distributed Datacenters
    • Research project collaborate with Huawei Cloud, Project Leader, 2023.02-2024.03
    • Considering the network cost caused by the different positions between data and compute, this project decids multi-tenants’ VM request scheduling and the data placement among geo-distributed datacenters, to comprehensively optimized the deployment cost.
  • Resource Reservation under Ultimate Elasticity
    • Research project collaborate with Huawei Cloud, Project Leader, 2021.09-2022.09
    • Facing with different VM requests patterns of large tenants in public cloud, this project orchestrates computing resources among geo-distributed datacenters to reduce cost and support more requests.

Professional Services