Kejiang Ye

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 121

Top Venues

Publications

Shuhui Chu, Chengxi Gao, Minxian Xu, Kejiang Ye, Zhu Xiao, Cheng-Zhong Xu
Efficient Multi-Task Computation Offloading Game for Mobile Edge Computing. IEEE Trans. Serv. Comput. 17 (1) (2024)
Zhiyou Ji, Guoliang Li, Ruihua Han, Shuai Wang, Bing Bai, Wei Xu, Kejiang Ye, Chengzhong Xu
MPCOM: Robotic Data Gathering with Radio Mapping and Model Predictive Communication. CoRR (2024)
Liao Chen, Shutian Luo, Chenyu Lin, Zizhao Mo, Huanle Xu, Kejiang Ye, ChengZhong Xu
Derm: SLA-aware Resource Management for Highly Dynamic Microservices. ISCA (2024)
Xinliang Wei, Kejiang Ye, Xinghua Shi, Cheng-Zhong Xu, Yu Wang
Joint Participant and Learning Topology Selection for Federated Learning in Edge Clouds. IEEE Trans. Parallel Distributed Syst. 35 (8) (2024)
Bingru Han, Juanjuan Zhao, Xitong Gao, Kejiang Ye, Fan Zhang
MPRG: A Method for Parallel Road Generation Based on Trajectories of Multiple Types of Vehicles. PAKDD (5) (2024)
Shutian Luo, Chenyu Lin, Kejiang Ye, Guoyao Xu, Liping Zhang, Guodong Yang, Huanle Xu, Cheng-Zhong Xu
Optimizing Resource Management for Shared Microservices: A Scalable System Design. ACM Trans. Comput. Syst. 42 (1-2) (2024)
Sukhpal Singh Gill, Muhammed Golec, Jianmin Hu, Minxian Xu, Junhui Du, Huaming Wu, Guneet Kaur Walia, Subramaniam Subramanian Murugesan, Babar Ali, Mohit Kumar, Kejiang Ye, Prabal Verma, Surendra Kumar, Félix Cuadrado, Steve Uhlig
Edge AI: A Taxonomy, Systematic Review and Future Directions. CoRR (2024)
Li Sun, Juanjuan Zhao, Fan Zhang, Kejiang Ye
GSPM: An Early Detection Approach to Sudden Abnormal Large Outflow in a Metro System. PAKDD (5) (2024)
Xiang Li, Linfeng Wen, Minxian Xu, Kejiang Ye
An Interference-aware Approach for Co-located Container Orchestration with Novel Metric. CoRR (2024)
Linfeng Wen, Minxian Xu, Adel Nadjaran Toosi, Kejiang Ye
TempoScale: A Cloud Workloads Prediction Approach Integrating Short-Term and Long-Term Information. CoRR (2024)
Linfeng Wen, Minxian Xu, Sukhpal Singh Gill, Muhammad Hafizhuddin Hilman, Satish Narayana Srirama, Kejiang Ye, ChengZhong Xu
StatuScale: Status-aware and Elastic Scaling Strategy for Microservice Applications. CoRR (2024)
Shijie Peng, Yanying Lin, Wenyan Chen, Yingfei Tang, Xu Duan, Kejiang Ye
EINS: Edge-Cloud Deep Model Inference with Network-Efficiency Schedule in Serverless. CSCWD (2024)
Yuchen Song, Juanjuan Zhao, Xitong Gao, Fan Zhang, Kejiang Ye
Enhanced HMM Map Matching Model Based on Multiple Type Trajectories. PAKDD (5) (2024)
Lujie Tang, Minxian Xu, Cheng-Zhong Xu, Kejiang Ye
Collaborative Resource Management and Workloads Scheduling in Cloud-Assisted Mobile Edge Computing across Timescales. CoRR (2024)
Haoyu Bai, Minxian Xu, Kejiang Ye, Rajkumar Buyya, Cheng-Zhong Xu
DRPC: Distributed Reinforcement Learning Approach for Scalable Resource Provisioning in Container-based Clusters. CoRR (2024)
Li Sun, Juanjuan Zhao, Jun Zhang, Fan Zhang, Kejiang Ye, Chengzhong Xu
: A state transition based model for real-time crowd counting in a metro system. Concurr. Comput. Pract. Exp. 36 (14) (2024)
Li Sun, Juanjuan Zhao, Fan Zhang, Rui Zhang, Kejiang Ye
FMSYS: Fine-Grained Passenger Flow Monitoring in a Large-Scale Metro System Based on AFC Smart Card Data. PAKDD (5) (2024)
Tianrui Qin, Xitong Gao, Juanjuan Zhao, Kejiang Ye, Cheng-Zhong Xu
APBench: A Unified Benchmark for Availability Poisoning Attacks and Defenses. CoRR (2023)
Xinquan Chen, Xitong Gao, Juanjuan Zhao, Kejiang Ye, Cheng-Zhong Xu
AdvDiffuser: Natural Adversarial Example Synthesis with Diffusion Models. ICCV (2023)
Ziqiang Liu, Kejiang Ye
YOLO-IMF: An Improved YOLOv8 Algorithm for Surface Defect Detection in Industrial Manufacturing Field. METAVERSE (2023)
Jiashu Wu, Hao Dai, Yang Wang, Kejiang Ye, Cheng-Zhong Xu
Heterogeneous Domain Adaptation for IoT Intrusion Detection: A Geometric Graph Alignment Approach. IEEE Internet Things J. 10 (12) (2023)
Wenyan Chen, Zizhao Mo, Huanle Xu, Kejiang Ye, Chengzhong Xu
Interference-aware Multiplexing for Deep Learning in GPU Clusters: A Middleware Approach. SC (2023)
Yanbo Li, Yanying Lin, Shijie Peng, Yingfei Tang, Tian Xiang, Wei Song, Kejiang Ye
FLASH: Low-Latency Serverless Model Inference with Multi-Core Parallelism in Edge. ICPADS (2023)
Xiang Li, Linfeng Wen, Minxian Xu, Kejiang Ye
An Interference-aware Approach for Co-located Container Orchestration with Novel Metric. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2023)
Minxian Xu, Lei Yang, Yang Wang, Chengxi Gao, Linfeng Wen, Guoyao Xu, Liping Zhang, Kejiang Ye, ChengZhong Xu
Practice of Alibaba Cloud on Elastic Resource Provisioning for Large-scale Microservices Cluster. CoRR (2023)
Chengxi Gao, Shuhui Chu, Hong Xu, Minxian Xu, Kejiang Ye, Chengzhong Xu
Flash: Joint Flow Scheduling and Congestion Control in Data Center Networks. IEEE Trans. Cloud Comput. 11 (1) (2023)
Chenghao Song, Minxian Xu, Kejiang Ye, Huaming Wu, Sukhpal Singh Gill, Rajkumar Buyya, Cheng-Zhong Xu
ChainsFormer: A Chain Latency-Aware Resource Provisioning Approach for Microservices Cluster. ICSOC (1) (2023)
Shutian Luo, Huanle Xu, Kejiang Ye, Guoyao Xu, Liping Zhang, Jian He, Guodong Yang, Chengzhong Xu
Erms: Efficient Resource Management for Shared Microservices with SLA Guarantees. ASPLOS (1) (2023)
Jiashu Wu, Hao Dai, Yang Wang, Kejiang Ye, Chengzhong Xu
Heterogeneous Domain Adaptation for IoT Intrusion Detection: A Geometric Graph Alignment Approach. CoRR (2023)
Kai Cheng, Yaowen Zheng, Tao Liu, Le Guan, Peng Liu, Hong Li, Hongsong Zhu, Kejiang Ye, Limin Sun
Detecting Vulnerabilities in Linux-Based Embedded Firmware with SSE-Based On-Demand Alias Analysis. ISSTA (2023)
Xian Yu, Kejiang Ye, Zihong Chen, Jia Yi, Xiaofan Chen, Bozhong Liu, Cheng-Zhong Xu
A Semi-supervised Learning Based Method for Identifying Idle Virtual Machines in Managed Cloud: Application and Practice. ICWS (2023)
Yongkang Li, Yanying Lin, Yang Wang, Kejiang Ye, Cheng-Zhong Xu
Serverless Computing: State-of-the-Art, Challenges and Opportunities. IEEE Trans. Serv. Comput. 16 (2) (2023)
Peng Lin, Kejiang Ye, Yishen Hu, Yanying Lin, Cheng-Zhong Xu
A Novel Multimodal Deep Learning Framework for Encrypted Traffic Classification. IEEE/ACM Trans. Netw. 31 (3) (2023)
Tianrui Qin, Xitong Gao, Juanjuan Zhao, Kejiang Ye
Destruction-Restoration Suppresses Data Protection Perturbations against Diffusion Models. ICTAI (2023)
Jiashu Wu, Yang Wang, Binhui Xie, Shuang Li, Hao Dai, Kejiang Ye, Cheng-Zhong Xu
Joint Semantic Transfer Network for IoT Intrusion Detection. IEEE Internet Things J. 10 (4) (2023)
Yongkang Dang, Minxian Xu, Kejiang Ye
Resource Management for GPT-based Model Deployed on Clouds: Challenges, Solutions, and Future Directions. CoRR (2023)
Shisheng Deng, Dongping Liao, Xitong Gao, Juanjuan Zhao, Kejiang Ye
A Survey on Cross-Domain Few-Shot Image Classification. BigData (2023)
Zongze Li, Shuai Wang, Shiyao Zhang, Miaowen Wen, Kejiang Ye, Yik-Chung Wu, Derrick Wing Kwan Ng
Edge-Assisted V2X Motion Planning and Power Control Under Channel Uncertainty. IEEE Trans. Veh. Technol. 72 (7) (2023)
Chenghao Song, Minxian Xu, Kejiang Ye, Huaming Wu, Sukhpal Singh Gill, Rajkumar Buyya, Chengzhong Xu
ChainsFormer: A Chain Latency-aware Resource Provisioning Approach for Microservices Cluster. CoRR (2023)
Hongyu Tian, Kejiang Ye
CEESys: A Cloud-Edge-End System for Data Acquisition, Transmission and Processing Based on HiSilicon and OpenHarmony. METAVERSE (2023)
Tianrui Qin, Xitong Gao, Juanjuan Zhao, Kejiang Ye, Cheng-Zhong Xu
Learning the Unlearnable: Adversarial Augmentations Suppress Unlearnable Example Attacks. CoRR (2023)
Chengzhi Lu, Huanle Xu, Kejiang Ye, Guoyao Xu, Liping Zhang, Guodong Yang, Chengzhong Xu
Understanding and Optimizing Workloads for Unified Resource Management in Large Cloud Platforms. EuroSys (2023)
Furong Zheng, Juanjuan Zhao, Jiexia Ye, Xitong Gao, Kejiang Ye, Cheng-Zhong Xu
Metro OD Matrix Prediction Based on Multi-View Passenger Flow Evolution Trend Modeling. IEEE Trans. Big Data 9 (3) (2023)
Jiashu Wu, Yang Wang, Xiaopeng Fan, Kejiang Ye, Chengzhong Xu
Towards Fast Theta-join: A Prefiltering and Amalgamated Partitioning Approach. CoRR (2022)
Deshi Deng, Yanying Lin, Kejiang Ye
System-level Implications of Serverless: Workload Characterizing and Performance Understanding. ISPA/BDCloud/SocialCom/SustainCom (2022)
Xianghuan He, Xitong Gao, Juanjuan Zhao, Chengxi Gao, Kejiang Ye
Optimizing Cache Accesses with Tensor Memory Format Search for Transformers in TVM. CLOUD (2022)
Minxian Xu, Qiheng Zhou, Huaming Wu, Weiwei Lin, Kejiang Ye, Chengzhong Xu
PDMA: Probabilistic service migration approach for delay-aware and mobility-aware mobile edge computing. Softw. Pract. Exp. 52 (2) (2022)
Guoliang Li, Shuai Wang, Kejiang Ye, Miaowen Wen, Derrick Wing Kwan Ng, Marco Di Renzo
Multi-Point Integrated Sensing and Communication: Fusion Model and Functionality Selection. CoRR (2022)
Hangtao He, Kejiang Ye
Graph Structure Neural Differential Equations on Spatio-temporal Prediction. Big Data (2022)
Juanjuan Zhao, Liutao Zhang, Kejiang Ye, Jiexia Ye, Jun Zhang, Fan Zhang, Cheng-Zhong Xu
GLTC: A Metro Passenger Identification Method Across AFC Data and Sparse WiFi Data. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Shisheng Deng, Dongping Liao, Xitong Gao, Juanjuan Zhao, Kejiang Ye
Improving Few-Shot Image Classification with Self-supervised Learning. CLOUD (2022)
Shutian Luo, Huanle Xu, Kejiang Ye, Guoyao Xu, Liping Zhang, Guodong Yang, Chengzhong Xu
The power of prediction: microservice auto scaling via workload learning. SoCC (2022)
Jiashu Wu, Yang Wang, Xiaopeng Fan, Kejiang Ye, Cheng-Zhong Xu
Toward fast theta-join: A prefiltering and amalgamated partitioning approach. Concurr. Comput. Pract. Exp. 34 (17) (2022)
Minxian Xu, Chenghao Song, Shashikant Ilager, Sukhpal Singh Gill, Juanjuan Zhao, Kejiang Ye, Cheng-Zhong Xu
CoScal: Multifaceted Scaling of Microservices With Reinforcement Learning. IEEE Trans. Netw. Serv. Manag. 19 (4) (2022)
Guoliang Li, Shuai Wang, Kejiang Ye, Miaowen Wen, Derrick Wing Kwan Ng, Marco Di Renzo
Multi-Point Integrated Sensing and Communication: Fusion Model and Functionality Selection. IEEE Wirel. Commun. Lett. 11 (12) (2022)
Jiashu Wu, Yang Wang, Binhui Xie, Shuang Li, Hao Dai, Kejiang Ye, Chengzhong Xu
Joint Semantic Transfer Network for IoT Intrusion Detection. CoRR (2022)
Jiexia Ye, Juanjuan Zhao, Kejiang Ye, Cheng-Zhong Xu
How to Build a Graph-Based Deep Learning Architecture in Traffic Domain: A Survey. IEEE Trans. Intell. Transp. Syst. 23 (5) (2022)
Yanying Lin, Junhong Chen, Yang Wang, Kejiang Ye
ESBench: Understanding Deep Learning Inference Overheads for Edge Serverless. HPCC/DSS/SmartCity/DependSys (2022)
Lujie Tang, Kejiang Ye
DT-EEC: A Digital Twin-assisted End-Edge-Cloud Collaboration Architecture for Industrial Internet. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta (2022)
Yuhang Zhang, Hongshuai Ren, Wensi Yang, Yang Wang, Kejiang Ye, Cheng-Zhong Xu
The strong substructure and feature attention mechanism for image semantic segmentation. Concurr. Comput. Pract. Exp. 34 (12) (2022)
Yang Wang, Min Li, Hao Dai, Kenneth B. Kent, Kejiang Ye, Chengzhong Xu
Deadlock Avoidance Algorithms for Recursion-Tree Modeled Requests in Parallel Executions. IEEE Trans. Computers 71 (9) (2022)
Tianrui Qin, Xianghuan He, Xitong Gao, Yiren Zhao, Kejiang Ye, Cheng-Zhong Xu
Flareon: Stealthy any2any Backdoor Injection via Poisoned Augmentation. CoRR (2022)
Minxian Xu, Chenghao Song, Huaming Wu, Sukhpal Singh Gill, Kejiang Ye, Chengzhong Xu
EsDNN: Deep Neural Network based Multivariate Workload Prediction Approach in Cloud Environment. CoRR (2022)
Minxian Xu, Chenghao Song, Huaming Wu, Sukhpal Singh Gill, Kejiang Ye, Chengzhong Xu
esDNN: Deep Neural Network Based Multivariate Workload Prediction in Cloud Computing Environments. ACM Trans. Internet Techn. 22 (3) (2022)
Shutian Luo, Huanle Xu, Chengzhi Lu, Kejiang Ye, Guoyao Xu, Liping Zhang, Jian He, Cheng-Zhong Xu
An In-Depth Study of Microservice Call Graph and Runtime Performance. IEEE Trans. Parallel Distributed Syst. 33 (12) (2022)
Zongze Li, Shuai Wang, Shiyao Zhang, Miaowen Wen, Kejiang Ye, Yik-Chung Wu, Derrick Wing Kwan Ng
Edge-Assisted V2X Motion Planning and Power Control Under Channel Uncertainty. CoRR (2022)
Hangtao He, Linyu Su, Kejiang Ye
GraphGRU: A Graph Neural Network Model for Resource Prediction in Microservice Cluster. ICPADS (2022)
Kejiang Ye, Haiying Shen, Yang Wang, Cheng-Zhong Xu
Multi-Tier Workload Consolidations in the Cloud: Profiling, Modeling and Optimization. IEEE Trans. Cloud Comput. 10 (2) (2022)
Minxian Xu, Qiheng Zhou, Huaming Wu, Weiwei Lin, Kejiang Ye, Chengzhong Xu
PDMA: Probabilistic Service Migration Approach for Delay-aware and Mobility-aware Mobile Edge Computing. CoRR (2021)
Shutian Luo, Huanle Xu, Chengzhi Lu, Kejiang Ye, Guoyao Xu, Liping Zhang, Yu Ding, Jian He, Chengzhong Xu
Characterizing Microservice Dependency and Performance: Alibaba Trace Analysis. SoCC (2021)
Yonghe Zhang, Kejiang Ye, Cheng-Zhong Xu
An Experimental Analysis of Function Performance with Resource Allocation on Serverless Platform. CLOUD (2021)
Kao Wen, Junjian Huang, Chan Zhou, Kejiang Ye
Electronic Card Localization Algorithm Based on Visible Light Screen Communication. CLOUD (2021)
Jiexia Ye, Furong Zheng, Juanjuan Zhao, Kejiang Ye, Chengzhong Xu
Multi-View TRGRU: Transformer based Spatiotemporal Model for Short-Term Metro Origin-Destination Matrix Prediction. CoRR (2021)
Yu Liu, Kejiang Ye, Cheng-Zhong Xu
Performance Evaluation of Various RISC Processor Systems: A Case Study on ARM, MIPS and RISC-V. CLOUD (2021)
Yanying Lin, Kejiang Ye, Yongkang Li, Peng Lin, Yingfei Tang, Cheng-Zhong Xu
BBServerless: A Bursty Traffic Benchmark for Serverless. CLOUD (2021)
Jiexia Ye, Furong Zheng, Juanjuan Zhao, Kejiang Ye, Chengzhong Xu
Incorporating Reachability Knowledge into a Multi-Spatial Graph Convolution Based Seq2Seq Model for Traffic Forecasting. CoRR (2021)
Peng Lin, Yishen Hu, Yanying Lin, Kejiang Ye, Cheng-Zhong Xu
PEAN: A Packet-level End-to-end Attentive Network for Encrypted Traffic Identification. HPCC/DSS/SmartCity/DependSys (2021)
Hangtao He, Kejiang Ye, Cheng-Zhong Xu
Multi-feature Urban Traffic Prediction Based on Unconstrained Graph Attention Network. IEEE BigData (2021)
Wenyan Chen, Chengzhi Lu, Kejiang Ye, Yang Wang, Cheng-Zhong Xu
RPTCN: Resource Prediction for High-dynamic Workloads in Clouds based on Deep Learning. CLUSTER (2021)
Rui Wang, Kejiang Ye, Yang Wang, Cheng-Zhong Xu
xBCBench: A Benchmarking Tool for Analyzing the Performance of Blockchain Systems. BlockSys (2021)
Guomei Shi, Li Li, Jun Wang, Wenyan Chen, Kejiang Ye, Chengzhong Xu
HySync: Hybrid Federated Learning with Effective Synchronization. HPCC/DSS/SmartCity (2020)
Yanying Lin, Kejiang Ye, Ming Chen, Naitian Deng, Tailin Wu, Cheng-Zhong Xu
LBNN: Perceiving the State Changes of a Core Telecommunications Network via Linear Bayesian Neural Network. ICPADS (2020)
Yuhang Zhang, Hongshuai Ren, Jiexia Ye, Xitong Gao, Yang Wang, Kejiang Ye, Cheng-Zhong Xu
AOAM: Automatic Optimization of Adjacency Matrix for Graph Convolutional Network. ICPR (2020)
Jiexia Ye, Juanjuan Zhao, Kejiang Ye, Chengzhong Xu
How to Build a Graph-Based Deep Learning Architecture in Traffic Domain: A Survey. CoRR (2020)
Wensi Yang, Qingfeng Yao, Kejiang Ye, Cheng-Zhong Xu
Empirical Mode Decomposition and Temporal Convolutional Networks for Remaining Useful Life Estimation. Int. J. Parallel Program. 48 (1) (2020)
Shujian Ji, Kejiang Ye, Cheng-Zhong Xu
A Network Intrusion Detection Approach Based on Asymmetric Convolutional Autoencoder. CLOUD (2020)
Mingzhe Du, Yang Wang, Kejiang Ye, Chengzhong Xu
Algorithmics of Cost-Driven Computation Offloading in the Edge-Cloud Environment. IEEE Trans. Computers 69 (10) (2020)
Jiexia Ye, Juanjuan Zhao, Kejiang Ye, Chengzhong Xu
Multi-View Graph Convolutional Networks for Relationship-Driven Stock Prediction. CoRR (2020)
Kelang Tian, Jingjie Guo, Kejiang Ye, Cheng-Zhong Xu
ST-MGAT: Spatial-Temporal Multi-Head Graph Attention Networks for Traffic Forecasting. ICTAI (2020)
Rui Wang, Kejiang Ye, Tianhui Meng, Cheng-Zhong Xu
Performance Evaluation on Blockchain Systems: A Case Study on Ethereum, Fabric, Sawtooth and Fisco-Bcos. SCC (2020)
Yang Wang, Shan Cao, Hongshuai Ren, Jianjun Li, Kejiang Ye, Cheng-Zhong Xu, Xi Chen
Towards cost-effective service migration in mobile edge: A Q-learning approach. J. Parallel Distributed Comput. 146 (2020)
Jingjie Guo, Kelang Tian, Kejiang Ye, Cheng-Zhong Xu
MA-LSTM: A Multi-Attention Based LSTM for Complex Pattern Extraction. ICPR (2020)
Jiexia Ye, Juanjuan Zhao, Kejiang Ye, Chengzhong Xu
Multi-STGCnet: A Graph Convolution Based Spatial-Temporal Framework for Subway Passenger Flow Forecasting. IJCNN (2020)
Wen-Yan Chen, Kejiang Ye, Chengzhi Lu, Dongdai Zhou, Cheng-Zhong Xu
Interference Analysis of Co-Located Container Workloads: A Perspective from Hardware Performance Counters. J. Comput. Sci. Technol. 35 (2) (2020)
Jiexia Ye, Juanjuan Zhao, Kejiang Ye, Chengzhong Xu
Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction. ICPR (2020)
Jiexia Ye, Juanjuan Zhao, Liutao Zhang, Cheng-Zhong Xu, Jun Zhang, Kejiang Ye
A Data-Driven Method for Dynamic OD Passenger Flow Matrix Estimation in Urban Metro Systems. BigData Congress (2020)
Yongzhong Sun, Kejiang Ye, Cheng-Zhong Xu
PLMSys: A Cloud Monitoring System Based on Cluster Performance and Container Logs. CLOUD (2020)
Shujian Ji, Kejiang Ye, Cheng-Zhong Xu
CMonitor: A Monitoring and Alarming Platform for Container-Based Clouds. CLOUD (2019)
Peng Lin, Kejiang Ye, Cheng-Zhong Xu
Dynamic Network Anomaly Detection System by Using Deep Learning Techniques. CLOUD (2019)
Chengzhi Lu, Kejiang Ye, Wenyan Chen, Cheng-Zhong Xu
ADGS: Anomaly Detection and Localization Based on Graph Similarity in Container-Based Clouds. ICPADS (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Kejiang Ye