张金泉，工学博士，广东工业大学讲师。主要研究方向为云计算资源管理、无服务器计算、调度优化、大模型推理优化。在IEEE Transactions on Parallel and Distributed Systems (TPDS)、IEEE Transactions on Services Computing (TSC)、Future Generation Computer Systems (FGCS)、IEEE Transactions on Cloud Computing (TCC)、MLSys、SIGKDD等国际知名学术期刊和会议上发表学术论文十余篇。参与国家重点研发计划项目、国家自然科学基金项目、企业合作项目等多项课题研究。获得华为火花奖，指导学生获全国研究生数学建模竞赛国家一等奖，专利和软件著作权各一项。

研究方向：云计算与智能调度，无服务器计算、大模型推理优化。

联系方式：zjq8860@gdut.edu.cn。欢迎大家加入课题组！

主要成果：

[1] J. Zhang, H. Cao, L. Chen, S. Li, X. Li*, B. Ai. "Container-State-Aware Energy Consumption Minimization for Serverless Functions," in IEEE Transactions on Services Computing, 2026. (CCF A)

[2] J. Zhang, X. Li*, L. Chen, R. Ruiz. "Scheduling Workflows With Limited Budget to Cloud Server and Serverless Resources," in IEEE Transactions on Services Computing, 2024. (CCF A)

[3] H. Lao, X. Li, R. Xu, L. Chen*, X. Zhu, J. Zhang. "OPKV: A High-Throughput Plugin-Driven Framework for Recallable Sparsity in Paged KV Cache Systems," in MLSys, 2026. (CCF A)

[4] R. Xu, L. Chen*, H. Lao, J. Zhang, X. Zhu. "DyMerge-LoRA: On-GPU Post-Merge Fusion for High-Throughput Multi-Tenant Composite LoRA Serving," in SIGKDD, 2026. (CCF A)

[5] S. Wang, X. Li*, Q. Z. Sheng, R. Ruiz, J. Zhang, A. Beheshti. "Multi-Queue Request Scheduling for Profit Maximization in IaaS Clouds," in IEEE Transactions on Parallel and Distributed Systems, 2021, 32(11). (CCF A)

[6] 考虑价值因素的服务调用网资源配置与在离线业务混部调度. 华为火花奖. 第一完成人. （授奖机构：华为技术有限公司）. 2024.09

学生成果：
[1] 第二十二届中国研究生数学建模竞赛. 国家一等奖. （授奖机构：中国学位与研究生教育学会）. 2025,12
[2] Guo, Kejia, Zhang, Jinquan*, Li, Xiaoping*. DSPJ: Deep Reinforcement Learning-based Scheduling Algorithm for Parallel Multi-stage Cloud Fuzzy Jobs.  2025 IEEE 31th International Conference on Parallel and Distributed Systems (ICPADS), 2025: 1-4 (CCF C)
[3] Fengkai Jiang, Jinquan Zhang*, Xiaoping Li . Chorus: Mitigating GPU Fragmentation in LLM Serving by Unifying Prefill-DecodeDisaggregation and Aggregation. ChineseCSCW 2025. （EI检索）