Zinuo Cai

25 papers A* 3C 1Journal 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fedcompass: Federated Clustered and Periodic Aggregation Framework for Hybrid Classical-Quantum Models.
CoRR
Yueheng Wang, Xing He, Zinuo Cai, Rui Zhang, Ruhui Ma, Yuan Liu, Rajkumar Buyya
2026 J jnl
HeShare: Energy-Aware and Efficient Multi-Task GPU Sharing in Heterogeneous GPU-Based Computing Systems.
IEEE Trans. Computers
Zhuolong Jiang, Zinuo Cai, Hongyu Zhao, Baoheng Zhang, Tianqi Wu, Yiming Qiang, Ruhui Ma, Haibing Guan, Rajkumar Buyya
2026 J jnl
QFI-Opt: Communication-Efficient Quantum Federated Learning via Quantum Fisher Information.
Softw. Pract. Exp.
Rui Zhang, Yueheng Wang, Xing He, Zinuo Cai, Yicheng Di, Jiayu Bao, Jiansong Fan, Zhongle Qu
2025 A* conf
AARC: Automated Affinity-aware Resource Configuration for Serverless Workflows.
DAC
Lingxiao Jin, Zinuo Cai, Zebin Chen, Hongyu Zhao, Ruhui Ma
2025 J jnl
AARC: Automated Affinity-aware Resource Configuration for Serverless Workflows.
CoRR
Lingxiao Jin, Zinuo Cai, Zebin Chen, Hongyu Zhao, Ruhui Ma
2025 J jnl
Ephemera: Accelerating I/O-Intensive Serverless Workloads with a Harvested In-memory File System.
ACM Trans. Archit. Code Optim.
Lingxiao Jin, Zinuo Cai, Haoxin Wang, Zongpu Zhang, Ruhui Ma, Haibing Guan, Yuan Liu, Rajkumar Buyya
2025 J jnl
FasDL: An Efficient Serverless-Based Training Architecture With Communication Optimization and Resource Configuration.
IEEE Trans. Computers
Xinglei Chen, Zinuo Cai, Hanwen Zhang, Ruhui Ma, Rajkumar Buyya
2025 J jnl
HWDSQP: A Historical Weighted and Dynamic Scheduling Quantum Protocol to Enhance Communication Reliability.
IEEE J. Sel. Areas Commun.
Liwei Lin, Rongbo Ma, Zejian Wang, Zinuo Cai, Haochen Xu, Baoheng Zhang, Ruhui Ma, Rajkumar Buyya
2025 J jnl
HyperTuneFaaS: A serverless framework for hyperparameter tuning in image processing models.
Displays
Jiantao Zhang, Bojun Ren, Yicheng Fu, Rongbo Ma, Zinuo Cai, Weishan Zhang, Ruhui Ma, Jinshan Sun
2025 J jnl
LLMaaS: Serving Large-Language Models on Trusted Serverless Computing Platforms.
IEEE Trans. Artif. Intell.
Zinuo Cai, Rongbo Ma, Yicheng Fu, Weishan Zhang, Ruhui Ma, Haibing Guan
2025 J jnl
MemoriaNova: Optimizing Memory-Aware Model Inference for Edge Computing.
ACM Trans. Archit. Code Optim.
Renjun Zhang, Tianming Zhang, Zinuo Cai, Dongmei Li, Ruhui Ma, Rajkumar Buyya
2025 J jnl
SMore: Enhancing GPU Utilization in Deep Learning Clusters by Serverless-Based Co-Location Scheduling.
IEEE Trans. Parallel Distributed Syst.
Junhan Liu, Zinuo Cai, Yumou Liu, Hao Li, Zongpu Zhang, Ruhui Ma, Rajkumar Buyya
2024 J jnl
Deep Convolutional Linear Precoder Neural Network for Rate Splitting Strategy of Aerial Computing Networks.
IEEE Trans. Netw. Sci. Eng.
Zhijie Wang, Ruhui Ma, Hongjian Shi, Zinuo Cai, Liwei Lin, Haibing Guan
2024 C conf
Hermes: Memory-Efficient Pipeline Inference for Large Models on Edge Devices.
ICCD
Xueyuan Han, Zinuo Cai, Yichu Zhang, Chongxin Fan, Junhan Liu, Ruhui Ma, Rajkumar Buyya
2024 J jnl
Hermes: Memory-Efficient Pipeline Inference for Large Models on Edge Devices.
CoRR
Xueyuan Han, Zinuo Cai, Yichu Zhang, Chongxin Fan, Junhan Liu, Ruhui Ma, Rajkumar Buyya
2024 J jnl
RIDIC: Real-Time Intelligent Transportation System With Dispersed Computing.
IEEE Trans. Intell. Transp. Syst.
Zinuo Cai, Zebin Chen, Zihan Liu, Quanmin Xie, Ruhui Ma, Haibing Guan
2024 J jnl
SLoB: Suboptimal Load Balancing Scheduling in Local Heterogeneous GPU Clusters for Large Language Model Inference.
IEEE Trans. Comput. Soc. Syst.
Peiwen Jiang, Haoxin Wang, Zinuo Cai, Lintao Gao, Weishan Zhang, Ruhui Ma, Xiaokang Zhou
2024 J jnl
SMSS: Stateful Model Serving in Metaverse With Serverless Computing and GPU Sharing.
IEEE J. Sel. Areas Commun.
Zinuo Cai, Zebin Chen, Ruhui Ma, Haibing Guan
2024 J jnl
SPSC: Stream Processing Framework Atop Serverless Computing for Industrial Big Data.
IEEE Trans. Cybern.
Zinuo Cai, Zebin Chen, Xinglei Chen, Ruhui Ma, Haibing Guan, Rajkumar Buyya
2024 J jnl
Sustainable Serverless Computing With Cold-Start Optimization and Automatic Workflow Resource Scheduling.
IEEE Trans. Sustain. Comput.
Shanxing Pan, Hongyu Zhao, Zinuo Cai, Dongmei Li, Ruhui Ma, Haibing Guan
2024 J jnl
faaShark: An End-to-End Network Traffic Analysis System Atop Serverless Computing.
IEEE Trans. Netw. Sci. Eng.
Hongyu Zhao, Shanxing Pan, Zinuo Cai, Xinglei Chen, Lingxiao Jin, Honghao Gao, Shaohua Wan, Ruhui Ma, Haibing Guan
2023 J jnl
Chrion: Optimizing Recurrent Neural Network Inference by Collaboratively Utilizing CPUs and GPUs.
CoRR
Zinuo Cai, Hao Wang, Tao Song, Yang Hua, Ruhui Ma, Haibing Guan
2023 J jnl
GUARDIAN: A Hardware-Assisted Distributed Framework to Enhance Deep Learning Security.
IEEE Trans. Comput. Soc. Syst.
Zinuo Cai, Bojun Ren, Ruhui Ma, Haibing Guan, Mengke Tian, Yong Wang
2023 A* conf
Towards Variance Reduction for Reinforcement Learning of Industrial Decision-making Tasks: A Bi-Critic based Demand-Constraint Decoupling Approach.
KDD
Jianyong Yuan, Jiayi Zhang, Zinuo Cai, Junchi Yan
2021 A* conf
Themis: A Fair Evaluation Platform for Computer Vision Competitions.
IJCAI
Zinuo Cai, Jianyong Yuan, Yang Hua, Tao Song, Hao Wang, Zhengui Xue, Ningxin Hu, Jonathan Ding, Ruhui Ma, Mohammad Reza Haghighat, Haibing Guan