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马

马汝辉 (Ruhui Ma)

shanghai jiao tong university

23H-index
149Paper Count
2.1KCitation Count
Published Papers 49
Publication Date
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<sc>FaaShare</sc>: Enabling Generic Low-Latency and SLO-Aware GPU Sharing in Serverless Computing
errIEEE Transactions on Parallel and Distributed Systems
IF6
err2026-06-16
err0
PREAI
errZhuolong Jiang; Zinuo Cai; Yumou Liu; Ruhui Ma; Rajkumar Buyya
errShare
errSave
Reinforcement Learning-Based Data Weight Optimization for Sequential Recommendation
errIEEE Transactions on Consumer Electronics
IF10.9
err2026-01-19
err0
PREAI
errShiquan Wang; Yicheng Di; Jiayu Bao; Zhuolong Jiang; Hongjian Shi; Ruhui Ma; Xin Gao; Zhiwei Song; Hong Yuan; Yuan Liu; Haibing Guan
errShare
errSave
PIFGSR: Pluggable framework for information fusion using generative artificial intelligence (GenAI) in recommender systems
errInformation Fusion
IF15.5
err2025-11-27
err0
PREAI
errYicheng Di; Hongjian Shi; Khushal Haider Syed; Ruhui Ma; Haibing Guan; Yuan Liu; Rajkumar Buyya
errShare
errSave
HeShare: Energy-Aware and Efficient Multi-Task GPU Sharing in Heterogeneous GPU-Based Computing Systems
errIEEE Transactions on Computers
IF3.8
err2025-11-05
err0
PREAI
errZhuolong Jiang; Zinuo Cai; Hongyu Zhao; Baoheng Zhang; Tianqi Wu; Yiming Qiang; Ruhui Ma; Haibing Guan; Rajkumar Buyya
errShare
errSave
BFL-SE: Blockchain federated learning with secure and effective weight-assignment model aggregation
errDisplays
IF3.4
err2025-09-08
err0
PREAI
errYingli Peng; Gang Yao; Zijie Zhao; Chenpei Wang; Xinyu Ruan; Hongjian Shi; Ruhui Ma
errShare
errSave
FasDL: An Efficient Serverless-Based Training Architecture With Communication Optimization and Resource Configuration
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2025-02-01
err1
PREAI
errChen, Xinglei; Cai, Zinuo; Zhang, Hanwen; Ma, Ruhui; Buyya, Rajkumar
errShare
errSave
FedDA: Resource-adaptive federated learning with dual-alignment aggregation optimization for heterogeneous edge devices
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2025-02-01
err0
PREAI
errCao, Shaohua; Wu, Huixin; Wu, Xiwen; Ma, Ruhui; Wang, Danxin; Han, Zhu; Zhang, Weishan
errShare
errSave
Federated Recommender System Based on Diffusion Augmentation and Guided Denoising
errACM TRANSACTIONS ON INFORMATION SYSTEMS
IF9.1
err2025-01-17
err3
errOAAI
errDi, Yicheng; Shi, Hongjian; Wang, Xiaoming; Ma, Ruhui; Liu, Yuan
errShare
errSave
RFL-LSU: A Robust Federated Learning Approach with Localized Stepwise Updates
errACM TRANSACTIONS ON INTERNET TECHNOLOGY
IF4.1
err2024-11-15
err0
errOAAI
errFan, Shuming; Shi, Hongjian; Wang, Chenpei; Ma, Ruhui; Wang, Xiaoming
errShare
errSave
SPSC: Stream Processing Framework Atop Serverless Computing for Industrial Big Data
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2024-11-01
err0
PREAI
errCai, Zinuo; Chen, Zebin; Chen, Xinglei; Ma, Ruhui; Guan, Haibing; Buyya, Rajkumar
errShare
errSave
Deep Convolutional Linear Precoder Neural Network for Rate Splitting Strategy of Aerial Computing Networks
errIEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING
IF7.9
err2024-11-01
err0
PREAI
errWang, Zhijie; Ma, Ruhui; Shi, Hongjian; Cai, Zinuo; Lin, Liwei; Guan, Haibing
errShare
errSave
SIREN+: Robust Federated Learning With Proactive Alarming and Differential Privacy
errIEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
IF7.5
err2024-09-01
err1
PREAI
errGuo, Hanxi; Wang, Hao; Song, Tao; Hua, Yang; Ma, Ruhui; Jin, Xiulang; Xue, Zhengui; Guan, Haibing
errShare
errSave
MCAS-GP: Deep Learning-Empowered Middle Cerebral Artery Segmentation and Gate Proposition
errIEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF3.4
err2024-07-01
err0
PREAI
errZhang, Rui; Wang, Shuo; Ma, Ruhui; Hua, Yang; Song, Tao; Cao, Yunyun; Guan, Haibing
errShare
errSave
SMSS: Stateful Model Serving in Metaverse With Serverless Computing and GPU Sharing
errIEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
IF17.2
err2024-03-01
err2
PREAI
errCai, Zinuo; Chen, Zebin; Ma, Ruhui; Guan, Haibing
errShare
errSave
Edge-Distributed IoT Services Assist the Economic Sustainability of LEO Satellite Constellation Construction
errSUSTAINABILITY
IF3.3
err2024-02-14
err0
errOAAI
errZhang, Meng; Shi, Hongjian; Ma, Ruhui
errShare
errSave
pFedEff: An Efficient and Personalized Federated Cognitive Learning Framework in Multiagent Systems
errIEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS
IF4.9
err2024-02-01
err2
PREAI
errShi, Hongjian; Zhang, Jianqing; Fan, Shuming; Ma, Ruhui; Guan, Haibing
errShare
errSave
cFedDT: Cross-Domain Federated Learning in Digital Twins for Metaverse Consumer Electronic Products
errIEEE TRANSACTIONS ON CONSUMER ELECTRONICS
IF10.9
err2024-02-01
err3
PREAI
errMa, Ruhui; Shi, Hongjian; Gao, Honghao; Guan, Haibing; Iqbal, Muddesar; Mumtaz, Shahid
errShare
errSave
faaShark: An End-to-End Network Traffic Analysis System Atop Serverless Computing
errIEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING
IF7.9
err2024-01-01
err1
PREAI
errZhao, Hongyu; Pan, Shanxing; Cai, Zinuo; Chen, Xinglei; Jin, Lingxiao; Gao, Honghao; Wan, Shaohua; Ma, Ruhui; Guan, Haibing
errShare
errSave
Sustainable Serverless Computing With Cold-Start Optimization and Automatic Workflow Resource Scheduling
errieee transactions on cloud computing
IF3.9
err2024-01-01
err9
PREAI
errPan, Shanxing; Zhao, Hongyu; Cai, Zinuo; Li, Dongmei; Ma, Ruhui; Guan, Haibing
errShare
errSave
RIDIC: Real-Time Intelligent Transportation System With Dispersed Computing
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2024-01-01
err0
PREAI
errCai, Zinuo; Chen, Zebin; Liu, Zihan; Xie, Quanmin; Ma, Ruhui; Guan, Haibing
errShare
errSave

Research Directions

云计算系统 智能系统 AI
Co-authors
Cooperation Journals
R
Rajkumar Buyya
H-index: 140 · Papers: 1.5K
Z
Zhu Han
H-index: 135 · Papers: 3.7K
A
Athanasios V. Vasilakos
H-index: 132 · Papers: 1.1K
赵宏宇 cover
赵宏宇 (Hongyu Zhao)
H-index: 115 · Papers: 1.4K
S
Shahid Mumtaz
H-index: 79 · Papers: 742
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