Zinuo Cai

According to our database, Zinuo Cai authored at least 18 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

SMore: Enhancing GPU Utilization in Deep Learning Clusters by Serverless-Based Co-Location Scheduling.

Junhan Liu, Zinuo Cai, Yumou Liu, Hao Li, Zongpu Zhang, Ruhui Ma, Rajkumar Buyya

IEEE Trans. Parallel Distributed Syst., May, 2025

MemoriaNova: Optimizing Memory-Aware Model Inference for Edge Computing.

Renjun Zhang, Tianming Zhang, Zinuo Cai, Dongmei Li, Ruhui Ma, Rajkumar Buyya

ACM Trans. Archit. Code Optim., March, 2025

FasDL: An Efficient Serverless-Based Training Architecture With Communication Optimization and Resource Configuration.

Xinglei Chen, Zinuo Cai, Hanwen Zhang, Ruhui Ma, Rajkumar Buyya

IEEE Trans. Computers, February, 2025

LLMaaS: Serving Large-Language Models on Trusted Serverless Computing Platforms.

Zinuo Cai, Rongbo Ma, Yicheng Fu, Weishan Zhang, Ruhui Ma, Haibing Guan

IEEE Trans. Artif. Intell., February, 2025

AARC: Automated Affinity-aware Resource Configuration for Serverless Workflows.

Lingxiao Jin, Zinuo Cai, Zebin Chen, Hongyu Zhao, Ruhui Ma

CoRR, February, 2025

HyperTuneFaaS: A serverless framework for hyperparameter tuning in image processing models.

Jiantao Zhang, Bojun Ren, Yicheng Fu, Rongbo Ma, Zinuo Cai, Weishan Zhang, Ruhui Ma, Jinshan Sun

Displays, 2025

2024

SLoB: Suboptimal Load Balancing Scheduling in Local Heterogeneous GPU Clusters for Large Language Model Inference.

Peiwen Jiang, Haoxin Wang, Zinuo Cai, Lintao Gao, Weishan Zhang, Ruhui Ma, Xiaokang Zhou

IEEE Trans. Comput. Soc. Syst., December, 2024

SPSC: Stream Processing Framework Atop Serverless Computing for Industrial Big Data.

Zinuo Cai, Zebin Chen, Xinglei Chen, Ruhui Ma, Haibing Guan, Rajkumar Buyya

IEEE Trans. Cybern., November, 2024

SMSS: Stateful Model Serving in Metaverse With Serverless Computing and GPU Sharing.

Zinuo Cai, Zebin Chen, Ruhui Ma, Haibing Guan

IEEE J. Sel. Areas Commun., March, 2024

RIDIC: Real-Time Intelligent Transportation System With Dispersed Computing.

Zinuo Cai, Zebin Chen, Zihan Liu, Quanmin Xie, Ruhui Ma, Haibing Guan

IEEE Trans. Intell. Transp. Syst., January, 2024

Sustainable Serverless Computing With Cold-Start Optimization and Automatic Workflow Resource Scheduling.

Shanxing Pan, Hongyu Zhao, Zinuo Cai, Dongmei Li, Ruhui Ma, Haibing Guan

IEEE Trans. Sustain. Comput., 2024

faaShark: An End-to-End Network Traffic Analysis System Atop Serverless Computing.

Hongyu Zhao, Shanxing Pan, Zinuo Cai, Xinglei Chen, Lingxiao Jin, Honghao Gao, Shaohua Wan, Ruhui Ma, Haibing Guan

IEEE Trans. Netw. Sci. Eng., 2024

Deep Convolutional Linear Precoder Neural Network for Rate Splitting Strategy of Aerial Computing Networks.

Zhijie Wang, Ruhui Ma, Hongjian Shi, Zinuo Cai, Liwei Lin, Haibing Guan

IEEE Trans. Netw. Sci. Eng., 2024

Hermes: Memory-Efficient Pipeline Inference for Large Models on Edge Devices.

Xueyuan Han, Zinuo Cai, Yichu Zhang, Chongxin Fan, Junhan Liu, Ruhui Ma, Rajkumar Buyya

Proceedings of the 42nd IEEE International Conference on Computer Design, 2024

2023

GUARDIAN: A Hardware-Assisted Distributed Framework to Enhance Deep Learning Security.

Zinuo Cai, Bojun Ren, Ruhui Ma, Haibing Guan, Mengke Tian, Yong Wang

IEEE Trans. Comput. Soc. Syst., December, 2023

Chrion: Optimizing Recurrent Neural Network Inference by Collaboratively Utilizing CPUs and GPUs.

Zinuo Cai, Hao Wang, Tao Song, Yang Hua, Ruhui Ma, Haibing Guan

CoRR, 2023

Towards Variance Reduction for Reinforcement Learning of Industrial Decision-making Tasks: A Bi-Critic based Demand-Constraint Decoupling Approach.

Jianyong Yuan, Jiayi Zhang, Zinuo Cai, Junchi Yan

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2021

Themis: A Fair Evaluation Platform for Computer Vision Competitions.

Zinuo Cai, Jianyong Yuan, Yang Hua, Tao Song, Hao Wang, Zhengui Xue, Ningxin Hu, Jonathan Ding, Ruhui Ma, Mohammad Reza Haghighat, Haibing Guan

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021