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Education and qualifications (2)

South China University of Technology: Guangzhou, Guangdong, CN

2011-09-01 to present | M.D. (School of Computer Science & Technology)
Education
Source: Self-asserted source
Wentai WU

University of Warwick: Coventry, Warwickshire, GB

2018-11-27 to 2022-01-26 (Department of Computer Science)
Education
Source: Self-asserted source
Wentai WU

Works (43)

SynFlowFL: A Dynamic Synaptic Flow Framework for Efficient, Personalized Federated Learning

IEEE Transactions on Emerging Topics in Computational Intelligence
2025 | Journal article
Contributors: Dongdong Li; Weiwei Lin; Wentai Wu; Haotong Zhang; XiuMin Wang
Source: check_circle
Crossref

Pattern-Sensitive Local Differential Privacy for Finite-Range Time-Series Data in Mobile Crowdsensing

IEEE Transactions on Mobile Computing
2025-01 | Journal article
Contributors: Zhetao Li; Xiyu Zeng; Yong Xiao; Chengxin Li; Wentai Wu; Haolin Liu
Source: check_circle
Crossref

PETformer: Long-Term Time Series Forecasting via Placeholder-Enhanced Transformer

IEEE Transactions on Emerging Topics in Computational Intelligence
2024 | Journal article
Contributors: Shengsheng Lin; Weiwei Lin; Wentai Wu; Songbo Wang; Yongxiang Wang
Source: check_circle
Crossref

Energy-aware virtual machine placement based on a holistic thermal model for cloud data centers

Future Generation Computer Systems
2024-12 | Journal article
Contributors: Jianpeng Lin; Weiwei Lin; Wentai Wu; Wenjun Lin; Keqin Li
Source: check_circle
Crossref

Reliable Task Offloading in Sustainable Edge Computing with Imperfect Channel State Information

IEEE Transactions on Network and Service Management
2024-12 | Journal article
Contributors: Peng Peng; Wentai Wu; Weiwei Lin; Fan Zhang; Yongheng Liu; Keqin Li
Source: check_circle
Crossref

Generative data augmentation with differential privacy for non-IID problem in decentralized clinical machine learning

Future Generation Computer Systems
2024-11 | Journal article
Contributors: Tianyu He; Peiyi Han; Shaoming Duan; Zirui Wang; Wentai Wu; Chuanyi Liu; Jianrun Han
Source: check_circle
Crossref

A survey on computation offloading in edge systems: From the perspective of deep reinforcement learning approaches

Computer Science Review
2024-08 | Journal article
Contributors: Peng Peng; Weiwei Lin; Wentai Wu; Haotong Zhang; Shaoliang Peng; Qingbo Wu; Keqin Li
Source: check_circle
Crossref

HybridAD: A Hybrid Model-Driven Anomaly Detection Approach for Multivariate Time Series

IEEE Transactions on Emerging Topics in Computational Intelligence
2024-02 | Journal article
Contributors: Weiwei Lin; Songbo Wang; Wentai Wu; Dongdong Li; Albert Y. Zomaya
Source: check_circle
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An adaptive workload-aware power consumption measuring method for servers in cloud data centers

Computing
2023 | Journal article
EID:

2-s2.0-85085523341

Part of ISSN: 14365057 0010485X
Contributors: Lin, W.; Zhang, Y.; Wu, W.; Fong, S.; He, L.; Chang, J.
Source: Self-asserted source
Wentai WU via Scopus - Elsevier

Es-Fedavg: Early-Exit Personalized Federated Learning with Sparse Weight for Adaptive Computation

SSRN
2023 | Other
EID:

2-s2.0-85148741925

Part of ISSN: 15565068
Contributors: Li, D.; Lin, W.; Wu, W.; Zeng, L.; Li, K.
Source: Self-asserted source
Wentai WU via Scopus - Elsevier

FedProf: Selective Federated Learning based on Distributional Representation Profiling

IEEE Transactions on Parallel and Distributed Systems
2023 | Journal article
Contributors: Wentai Wu; Ligang He; Weiwei Lin; Carsten Maple
Source: check_circle
Crossref
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PETformer: Long-term Time Series Forecasting via Placeholder-enhanced Transformer

arXiv
2023 | Other
EID:

2-s2.0-85168739422

Part of ISSN: 23318422
Contributors: Lin, S.; Lin, W.; Wu, W.; Wang, S.; Wang, Y.
Source: Self-asserted source
Wentai WU via Scopus - Elsevier

Publisher Correction to: Thermal‑aware virtual machine placement based on multi‑objective optimization (The Journal of Supercomputing, (2023), 79, 11, (12563-12590), 10.1007/s11227-023-05136-z)

Journal of Supercomputing
2023 | Journal article
EID:

2-s2.0-85156201205

Part of ISSN: 15730484 09208542
Contributors: Liu, B.; Chen, R.; Lin, W.; Wu, W.; Lin, J.; Li, K.
Source: Self-asserted source
Wentai WU via Scopus - Elsevier

SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting

arXiv
2023 | Other
EID:

2-s2.0-85170833203

Part of ISSN: 23318422
Contributors: Lin, S.; Lin, W.; Wu, W.; Zhao, F.; Mo, R.; Zhang, H.
Source: Self-asserted source
Wentai WU via Scopus - Elsevier

Thermal-aware virtual machine placement based on multi-objective optimization

Journal of Supercomputing
2023 | Journal article
EID:

2-s2.0-85149973120

Part of ISSN: 15730484 09208542
Contributors: Liu, B.; Chen, R.; Lin, W.; Wu, W.; Lin, J.; Li, K.
Source: Self-asserted source
Wentai WU via Scopus - Elsevier

Performance Interference of Virtual Machines: A Survey

ACM Computing Surveys
2023-12-31 | Journal article
Contributors: Weiwei Lin; Chennian Xiong; Wentai Wu; Fang Shi; Keqin Li; Minxian Xu
Source: check_circle
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Evolving Deep Multiple Kernel Learning Networks Through Genetic Algorithms

IEEE Transactions on Industrial Informatics
2023-02 | Journal article
Contributors: Wangbo Shen; Weiwei Lin; Yulei Wu; Fang Shi; Wentai Wu; Keqin Li
Source: check_circle
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MGGAN: Improving sample generations of Generative Adversarial Networks

2021 IEEE 23rd International Conference on High Performance Computing and Communications, 7th International Conference on Data Science and Systems, 19th International Conference on Smart City and 7th International Conference on Dependability in Sensor, Cloud and Big Data Systems and Applications, HPCC-DSS-SmartCity-DependSys 2021
2022 | Conference paper
EID:

2-s2.0-85132444354

Contributors: Wu, H.; He, L.; Li, C.-T.; Li, J.; Wu, W.; Maple, C.
Source: Self-asserted source
Wentai WU via Scopus - Elsevier

Multi-scale residual denoising GAN model for producing super-resolution CTA images

Journal of Ambient Intelligence and Humanized Computing
2022 | Journal article
EID:

2-s2.0-85102442936

Part of ISSN: 18685145 18685137
Contributors: Li, P.; Li, Z.; Pang, X.; Wang, H.; Lin, W.; Wu, W.
Source: Self-asserted source
Wentai WU via Scopus - Elsevier

VFedCS: Optimizing Client Selection for Volatile Federated Learning

IEEE Internet of Things Journal
2022 | Journal article
EID:

2-s2.0-85135743853

Part of ISSN: 23274662
Contributors: Shi, F.; Hu, C.; Lin, W.; Fan, L.; Huang, T.; Wu, W.
Source: Self-asserted source
Wentai WU via Scopus - Elsevier

Developing an Unsupervised Real-Time Anomaly Detection Scheme for Time Series With Multi-Seasonality

IEEE Transactions on Knowledge and Data Engineering
2022-09-01 | Journal article
Contributors: Wentai Wu; Ligang He; Weiwei Lin; Yi Su; Yuhua Cui; Carsten Maple; Stephen Jarvis
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

An On-Line Virtual Machine Consolidation Strategy for Dual Improvement in Performance and Energy Conservation of Server Clusters in Cloud Data Centers

IEEE Transactions on Services Computing
2022-03-01 | Journal article
Contributors: Weiwei Lin; Wentai Wu; Ligang He
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Accelerating Federated Learning over Reliability-Agnostic Clients in Mobile Edge Computing Systems

IEEE Transactions on Parallel and Distributed Systems
2021 | Journal article
EID:

2-s2.0-85097937855

Part of ISSN: 15582183 10459219
Contributors: Wu, W.; He, L.; Lin, W.; Mao, R.
Source: Self-asserted source
Wentai WU via Scopus - Elsevier

ENERGY-SAVING TECHNOLOGIES OF SERVERS IN DATA CENTERS

Data Center Handbook: Plan, Design, Build, and Operations of a Smart Data Center
2021 | Book chapter
EID:

2-s2.0-85131995014

Contributors: Lin, W.; Wu, W.; Li, K.
Source: Self-asserted source
Wentai WU via Scopus - Elsevier

FedProf: Selective Federated Learning with Representation Profiling

arXiv
2021 | Other
EID:

2-s2.0-85124210200

Part of ISSN: 23318422
Contributors: Wu, W.; He, L.; Lin, W.; Maple, C.
Source: Self-asserted source
Wentai WU via Scopus - Elsevier

Variation-incentive loss re-weighting for regression analysis on biased data

arXiv
2021 | Other
EID:

2-s2.0-85115870462

Part of ISSN: 23318422
Contributors: Wu, W.; He, L.; Lin, W.
Source: Self-asserted source
Wentai WU via Scopus - Elsevier

A Power Consumption Model for Cloud Servers Based on Elman Neural Network

IEEE Transactions on Cloud Computing
2021-10-01 | Journal article
Contributors: Wentai Wu; Weiwei Lin; Ligang He; Guangxin Wu; Ching-Hsien Hsu
Source: check_circle
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Preferred source (of 2)‎

An Efficiency-Boosting Client Selection Scheme for Federated Learning With Fairness Guarantee

IEEE Transactions on Parallel and Distributed Systems
2021-07-01 | Journal article
Contributors: Tiansheng Huang; Weiwei Lin; Wentai Wu; Ligang He; Keqin Li; Albert Y. Zomaya
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

SAFA: A Semi-Asynchronous Protocol for Fast Federated Learning With Low Overhead

IEEE Transactions on Computers
2021-05-01 | Journal article
Contributors: Wentai Wu; Ligang He; Weiwei Lin; Rui Mao; Carsten Maple; Stephen Jarvis
Source: check_circle
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grade
Preferred source (of 2)‎

A novel syntax-aware automatic graphics code generation with attention-based deep neural network

Journal of Network and Computer Applications
2020 | Journal article
EID:

2-s2.0-85083009911

Part of ISSN: 10958592 10848045
Contributors: Pang, X.; Zhou, Y.; Li, P.; Lin, W.; Wu, W.; Wang, J.Z.
Source: Self-asserted source
Wentai WU via Scopus - Elsevier

A Taxonomy and Survey of Power Models and Power Modeling for Cloud Servers

ACM Computing Surveys
2020 | Journal article
EID:

2-s2.0-85094316308

Part of ISSN: 15577341 03600300
Contributors: Lin, W.; Shi, F.; Wu, W.; Li, K.; Wu, G.; Mohammed, A.-A.
Source: Self-asserted source
Wentai WU via Scopus - Elsevier

Accelerating Federated learning over reliability-agnostic clients in Mobile Edge Computing systems

arXiv
2020 | Other
EID:

2-s2.0-85095530787

Part of ISSN: 23318422
Contributors: Wu, W.; He, L.; Lin, W.; Mao, R.
Source: Self-asserted source
Wentai WU via Scopus - Elsevier

An Efficiency-boosting Client Selection Scheme for Federated Learning with Fairness Guarantee

arXiv
2020 | Other
EID:

2-s2.0-85171224188

Part of ISSN: 23318422
Contributors: Huang, T.; Lin, W.; Wu, W.; He, L.; Li, K.; Zomaya, A.Y.
Source: Self-asserted source
Wentai WU via Scopus - Elsevier

Developing an unsupervised real-time anomaly detection scheme for time series with multi-seasonality

arXiv
2019 | Other
EID:

2-s2.0-85107081797

Part of ISSN: 23318422
Contributors: Wu, W.; He, L.; Lin, W.; Su, Y.; Cui, Y.; Maple, C.; Jarvis, S.
Source: Self-asserted source
Wentai WU via Scopus - Elsevier

SAFA: A semi-asynchronous protocol for fast federated learning with low overhead

arXiv
2019 | Other
EID:

2-s2.0-85107163558

Part of ISSN: 23318422
Contributors: Wu, W.; He, L.; Lin, W.; Mao, R.; Maple, C.; Jarvis, S.
Source: Self-asserted source
Wentai WU via Scopus - Elsevier

A heuristic task scheduling algorithm based on server power efficiency model in cloud environments

Sustainable Computing: Informatics and Systems
2018 | Journal article
EID:

2-s2.0-85033442733

Part of ISSN: 22105379
Contributors: Lin, W.; Wang, W.; Wu, W.; Pang, X.; Liu, B.; Zhang, Y.
Source: Self-asserted source
Wentai WU via Scopus - Elsevier

A power monitoring system based on a multi-Component power model

International Journal of Grid and High Performance Computing
2018 | Journal article
EID:

2-s2.0-85040450042

Part of ISSN: 19380267 19380259
Contributors: Lin, W.; Wang, H.; Wu, W.
Source: Self-asserted source
Wentai WU via Scopus - Elsevier

Energy-efficient hadoop for big data analytics and computing: A systematic review and research insights

Future Generation Computer Systems
2018 | Journal article
EID:

2-s2.0-85039051328

Part of ISSN: 0167739X
Contributors: Wu, W.; Lin, W.; Hsu, C.-H.; He, L.
Source: Self-asserted source
Wentai WU via Scopus - Elsevier

Experimental and quantitative analysis of server power model for cloud data centers

Future Generation Computer Systems
2018-09 | Journal article
Contributors: Weiwei Lin; Wentai Wu; Haoyu Wang; James Z. Wang; Ching-Hsien Hsu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

An intelligent power consumption model for virtual machines under CPU-intensive workload in cloud environment

Soft Computing
2017 | Journal article
EID:

2-s2.0-84964545734

Part of ISSN: 14337479 14327643
Contributors: Wu, W.; Lin, W.; Peng, Z.
Source: Self-asserted source
Wentai WU via Scopus - Elsevier

A Heuristic Task Scheduling Algorithm for Heterogeneous Virtual Clusters

Scientific Programming
2016 | Journal article
EID:

2-s2.0-84973130067

Part of ISSN: 10589244
Contributors: Lin, W.; Wu, W.; Wang, J.Z.
Source: Self-asserted source
Wentai WU via Scopus - Elsevier

Energy consumption measurement and management in cloud computing environment

Ruan Jian Xue Bao/Journal of Software
2016 | Journal article
EID:

2-s2.0-84965144219

Part of ISSN: 10009825
Contributors: Lin, W.-W.; Wu, W.-T.
Source: Self-asserted source
Wentai WU via Scopus - Elsevier

Modeling topic popularity distribution and evolution in an online discussion forum

Journal of Computational Information Systems
2015 | Journal article
EID:

2-s2.0-84950153092

Part of ISSN: 15539105
Contributors: Wu, Y.; Wu, W.
Source: Self-asserted source
Wentai WU via Scopus - Elsevier

Peer review (24 reviews for 11 publications/grants)

Review activity for Computer communications. (2)
Review activity for Computer networks. (2)
Review activity for Future generation computer systems. (3)
Review activity for Information fusion. (2)
Review activity for Information processing and management. (3)
Review activity for Information sciences. (4)
Review activity for Journal of ambient intelligence & humanized computing (2)
Review activity for Journal of network and computer applications. (2)
Review activity for Journal of parallel and distributed computing. (2)
Review activity for Soft computing. (1)
Review activity for Wireless networks. (1)