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PERT-GNN: Latency Prediction for Microservice-based Cloud-Native Applications via Graph Neural Networks Conference paper
Da Sun Handason Tam, Yang Liu, Huanle Xu, Siyue Xie, Wing Cheong Lau. PERT-GNN: Latency Prediction for Microservice-based Cloud-Native Applications via Graph Neural Networks[C], 2023, 2155 - 2165.
Authors:  Da Sun Handason Tam;  Yang Liu;  Huanle Xu;  Siyue Xie;  Wing Cheong Lau
Favorite | TC[WOS]:1 TC[Scopus]:5 | Submit date：2023/07/30
Delay Prediction  Microservices  Cloud Computing  Graph Neural Networks  Graph Transformers  Machine Learning  
Localised Adaptive Spatial-Temporal Graph Neural Network Conference paper
Duan, Wenying, He, Xiaoxi, Zhou, Zimu, Thiele, Lothar, Rao, Hong. Localised Adaptive Spatial-Temporal Graph Neural Network[C]:ASSOC COMPUTING MACHINERY1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, 2023, 448-458.
Authors:  Duan, Wenying;  He, Xiaoxi;  Zhou, Zimu;  Thiele, Lothar;  Rao, Hong
Favorite | TC[WOS]:1 TC[Scopus]:5 | Submit date：2024/01/10
Graph Sparsification  Spatial-temporal Data  Spatial-temporal Graph Neural Network  
Zero-shot Node Classification with Decomposed Graph Prototype Network Conference paper
Zheng Wang, Jialong Wang, Yuchen Guo, Zhiguo Gong. Zero-shot Node Classification with Decomposed Graph Prototype Network[C], 2021, 1769-1779.
Authors:  Zheng Wang;  Jialong Wang;  Yuchen Guo;  Zhiguo Gong
Favorite | TC[WOS]:19 TC[Scopus]:21 | Submit date：2021/12/08
Node Classification  Graph Convolutional Networks  Graph Data Analysis  
Preserving Dynamic Attention for Long-Term Spatial-Temporal Prediction Conference paper
Lin, Haoxing, Bai, Rufan, Jia, Weijia, Yang, Xinyu, You, Yongjian. Preserving Dynamic Attention for Long-Term Spatial-Temporal Prediction[C], 2020, 36-46.
Authors:  Lin, Haoxing;  Bai, Rufan;  Jia, Weijia;  Yang, Xinyu;  You, Yongjian
Favorite | TC[WOS]:29 TC[Scopus]:42 | Submit date：2021/12/06
Attention Mechanism  Long-term Prediction  Mining Spatial-temporal Information  Neural Network