Shaoyuan Huang

26 papers A* 5A 2B 1Journal 12Unranked 6
YearRankTypeTitle / Venue / Authors
2025 A conf
HRS: Hybrid Representation Framework with Scheduling Awareness for Time Series Forecasting in Crowdsourced Cloud-Edge Platforms.
ECAI
Tiancheng Zhang, Cheng Zhang, Shuren Liu, Xiaofei Wang, Shaoyuan Huang, Wenyu Wang
2025 J jnl
HRS: Hybrid Representation Framework with Scheduling Awareness for Time Series Forecasting in Crowdsourced Cloud-Edge Platforms.
CoRR
Tiancheng Zhang, Cheng Zhang, Shuren Liu, Xiaofei Wang, Shaoyuan Huang, Wenyu Wang
2025 — conf
MetaEformer: Unveiling and Leveraging Meta-Patterns for Complex and Dynamic Systems Load Forecasting.
KDD (2)
Shaoyuan Huang, Tiancheng Zhang, Zhongtian Zhang, Xiaofei Wang, Lanjun Wang, Xin Wang
2025 J jnl
MetaEformer: Unveiling and Leveraging Meta-patterns for Complex and Dynamic Systems Load Forecasting.
CoRR
Shaoyuan Huang, Tiancheng Zhang, Zhongtian Zhang, Xiaofei Wang, Lanjun Wang, Xin Wang
2025 J jnl
ScaleDL: Towards Scalable and Efficient Runtime Prediction for Distributed Deep Learning Workloads.
CoRR
Xiaokai Wang, Shaoyuan Huang, Yuting Li, Xiaofei Wang
2025 — conf
Scout: Tailored Collaborative Workload Forecasting for Multi-Tenant Edge Cloud Platforms.
ICC
Yuting Li, Shaoyuan Huang, Tengwen Zhang, Chao Qiu, Mengwei Xu, Cheng Zhang, Xiaofei Wang
2025 A* conf
Sentinel: Scheduling Live Streams with Proactive Anomaly Detection in Crowdsourced Cloud-Edge Platforms.
INFOCOM
Yuting Li, Shaoyuan Huang, Tengwen Zhang, Cheng Zhang, Xiaofei Wang, Victor C. M. Leung
2025 J jnl
Sentinel: Scheduling Live Streams with Proactive Anomaly Detection in Crowdsourced Cloud-Edge Platforms.
CoRR
Yuting Li, Shaoyuan Huang, Tengwen Zhang, Cheng Zhang, Xiaofei Wang, Victor C. M. Leung
2024 — conf
AnaNET: Anatomical Network for Aggregated Time Series Forecasting in Multi-layered Architecture.
NPC (1)
Tiancheng Zhang, Cheng Zhang, Shuren Liu, Xiaofei Wang, Shaoyuan Huang
2024 A* conf
EasyTS: The Express Lane to Long Time Series Forecasting.
AAAI
Tiancheng Zhang, Shaoyuan Huang, Cheng Zhang, Xiaofei Wang, Wenyu Wang
2024 J jnl
Fine-Grained Spatio-Temporal Distribution Prediction of Mobile Content Delivery in 5G Ultra-Dense Networks.
IEEE Trans. Mob. Comput.
Shaoyuan Huang, Heng Zhang, Xiaofei Wang, Min Chen, Jianxin Li, Victor C. M. Leung
2024 J jnl
Large-Scale Measurements and Optimizations on Latency in Edge Clouds.
IEEE Trans. Cloud Comput.
Heng Zhang, Shaoyuan Huang, Mengwei Xu, Deke Guo, Xiaofei Wang, Xin Wang, Victor C. M. Leung, Wenyu Wang
2024 — conf
MTEE: Multiscale Temporal Entropy Evaluation Paradigm for Heterogeneous Complex Datasets.
NPC (1)
Ledong An, Chenyang Wang, Shaoyuan Huang, Yang Guo, Cheng Zhang, Chao Qiu, Xiaofei Wang
2024 — conf
QDPformer: Quantum-Driven Workload Prediction Model Based on Transformer.
NPC (1)
Zixuan Cui, Shaoyuan Huang, Cheng Zhang, Xudong Li, Xiaofei Wang, Chao Qiu, Dusit Niyato
2024 A* conf
QM-RGNN: An Efficient Online QoS Measurement Framework with Sparse Matrix Imputation for Distributed Edge Clouds.
INFOCOM
Heng Zhang, Zixuan Cui, Shaoyuan Huang, Deke Guo, Xiaofei Wang, Wenyu Wang
2024 A* conf
Seer: Proactive Revenue-Aware Scheduling for Live Streaming Services in Crowdsourced Cloud-Edge Platforms.
INFOCOM
Shaoyuan Huang, Zheng Wang, Zhongtian Zhang, Heng Zhang, Xiaofei Wang, Wenyu Wang
2024 J jnl
Seer: Proactive Revenue-Aware Scheduling for Live Streaming Services in Crowdsourced Cloud-Edge Platforms.
CoRR
Shaoyuan Huang, Zheng Wang, Zhongtian Zhang, Heng Zhang, Xiaofei Wang, Wenyu Wang
2023 J jnl
A Measurement-Driven Analysis and Prediction of Content Propagation in the Device-to-Device Social Networks.
IEEE Trans. Knowl. Data Eng.
Heng Zhang, Shaoyuan Huang, Xin Wang, Jianxin Li, Xiaofei Wang, Victor C. M. Leung
2023 J jnl
A Proactive On-Demand Content Placement Strategy in Edge Intelligent Gateways.
IEEE Trans. Parallel Distributed Syst.
Hui Sun, Yiru Chen, Kewei Sha, Shaoyuan Huang, Xiaofei Wang, Weisong Shi
2023 J jnl
Fine-grained Spatio-Temporal Distribution Prediction of Mobile Content Delivery in 5G Ultra-Dense Networks.
CoRR
Shaoyuan Huang, Heng Zhang, Xiaofei Wang, Min Chen, Jianxin Li, Victor C. M. Leung
2023 B conf
How Far Have Edge Clouds Gone? A Spatial-Temporal Analysis of Edge Network Latency In the Wild.
IWQoS
Heng Zhang, Shaoyuan Huang, Mengwei Xu, Deke Guo, Xiaofei Wang, Victor C. M. Leung, Wenyu Wang
2023 A* conf
One for All: Unified Workload Prediction for Dynamic Multi-tenant Edge Cloud Platforms.
KDD
Shaoyuan Huang, Zheng Wang, Heng Zhang, Xiaofei Wang, Cheng Zhang, Wenyu Wang
2023 J jnl
One for All: Unified Workload Prediction for Dynamic Multi-tenant Edge Cloud Platforms.
CoRR
Shaoyuan Huang, Zheng Wang, Heng Zhang, Xiaofei Wang, Cheng Zhang, Wenyu Wang
2022 J jnl
MF-GCN-LSTM: a cloud-edge distributed framework for key positions prediction in grid projects.
J. Cloud Comput.
Shaoyuan Huang, Yuxi Zhang, Guozheng Peng, Juan Zhao, Keping Zhu, Heng Zhang, Xiaofei Wang
2021 — conf
Spatial-Temporal-Correlation Multi-Feature-based Project Engineering and Prediction in Smart Grid.
SmartIoT
Shaoyuan Huang, Guozheng Peng, Yuxi Zhang, Juan Zhao, Keping Zhu, Heng Zhang, Xiaofei Wang
2021 A conf
Spatio-Temporal-Social Multi-Feature-based Fine-Grained Hot Spots Prediction for Content Delivery Services in 5G Era.
CIKM
Shaoyuan Huang, Heng Zhang, Xiaofei Wang, Min Chen, Jianxin Li, Victor C. M. Leung