唐小勇｜长沙理工大学｜学者主页

2026

面向云边端协同计算环境的DNN推理任务分割卸载策略

杨宇辉，唐小勇

《计算机工程与应用》

2026

基于Transformer的融合属性分组注意力CPU高速缓存性能预测模型

程顺欣，唐小勇

《计算机应用研究》

2026

Remaining Workload-Aware Dynamic Task Scheduling Algorithm on Spark Heterogeneous Systems

Xiaoyong Tang, Jiankun Xie, Wenzheng Liu, Ronghui Cao, Tan Deng

IEEE Transactions on Computers

DOI

2026

A Data Skew Greedy Optimization Strategy in Spark Heterogeneous Clusters

Chen Huang, Xiaoyong Tang

Lecture notes in electrical engineering

DOI

2026

Neural Network-Enhanced Monte Carlo Tree Search for Adaptive Resource Scheduling in Heterogeneous Spark Environments

Xiaoyong Tang, Weilong Li, Wenzheng Liu, Ronghui Cao, Tan Deng

Lecture notes in computer science

DOI

2026

DAMRL: A dependency-aware meta reinforcement learning framework for adaptive task offloading in vehicular edge computing

Zhuofan Liao, Yangli Liu, Bin Zheng, Xiaoyong Tang

Future Generation Computer Systems

DOI

2026

Dependent Task Offloading Based on OPQ-SubTransformer and Genetic Optimization for Vehicular Edge Computing

Ronghui Cao, Hanyun Xiao, Tan Deng, Xingyu Du, Y Li, Xiaoyong Tang

IEEE Internet of Things Journal

DOI

2026

Multi-Scale Deep Learning for Cooperative Dependent Task Offloading in Vehicular Edge Computing

Xiaoyong Tang, Xingyu Du, Y Li, Tan Deng, Y Li, Mingfeng Huang, Qiyang Hu, Ronghui Cao, W Q Liu

International Conference on Computer Supported Cooperative Work in Design (CSCWD)

DOI

2026

Fedpak: Server-Centric Prototype Refinement with Adaptive Margins and Generative Knowledge Transfer for Heterogeneous Federated Learning

Wenzheng Liu, Xu Jing, Cheng Fu, Jie Hu, Ming Yuan, Ronghui Cao, Xiaoyong Tang, Tan Deng, Xiaofeng Wang

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2025

基于Spark框架的RDD数据块增益感知缓存替换策略

贺莎，唐小勇

《计算机科学与探索》

2025

融合多分组归并的券商数据Shuffle和数据倾斜算法

曹亚坤，唐小勇

《大数据》

2025

Remaining Workload-Aware Task Scheduling Strategy in Spark Heterogeneous Environments

Xiaoyong Tang, Jiankun Xie, Wenzheng Liu

IEEE/ACM International Symposium on Quality of Service (IWQoS)

DOI

2025

An online resource-aware leader election algorithm based on Kubernetes load balancing

Xiaoyong Tang, Xiaotian Li, Ronghui Cao

CCF Transactions on High Performance Computing

DOI

2025

A Node Load-Aware Horizontal Autoscaling Strategy for FaaS with Shared Resources

Xiaoyong Tang, Sikai Wu, Ronghui Cao, Mingfeng Huang, Wenzheng Liu, Tan Deng

IEEE International Conference on Parallel and Distributed Systems (ICPADS)

DOI

2025

Active-Trust Based Security Service Orchestration Framework for 6G Enabled Massive IoT

Mingfeng Huang, Ronghui Cao, Xiaoyong Tang, Tan Deng

IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)

DOI

2025

A trustworthy task offloading system for heterogeneous vehicle-edge-cloud collaboration scenarios

Mingfeng Huang, Ronghui Cao, Tan Deng, Xiaoyong Tang, Wenzheng Liu

Future Generation Computer Systems

DOI

2025

FedAFW:Adaptive Feature-Driven Weighting Based Personalized Federated Learning

Wenzheng Liu, Jing Xu, Cheng Fu, Ronghui Cao, Xiaoyong Tang, Xiaofeng Wang, Hanjing Li, Tan Deng, Mingfeng Huang, Qianqian Xin

DOI

2025

Cost optimization strategy for dependent task offloading in vehicular edge computing

Tan Deng, Shixue Li, Mingfeng Huang, Xiaoyong Tang, Ronghui Cao, Wenzheng Liu, Yanping Wang

Applied Soft Computing

DOI

2025

Context-Aware Proactive Edge Caching for Vehicular Edge Computing Based on Asynchronous Federated Learning

Zhuofan Liao, Pang Liu, Bin Zheng, Xiaoyong Tang

IEEE Internet of Things Journal

DOI

2025

An Adaptive Slicing-Based Task Admission Scheduling Strategy in Multiaccess Edge Computing

Zhuofan Liao, Yanpu Tang, Xiaoyong Tang, Jiawei Huang

IEEE Internet of Things Journal

DOI

2025

Fairness-Aware Federated Learning Based on Feature Attention and Contribution Calibration

Wenzheng Liu, Hanjing Li, Xiaofeng Wang, Xiaoyong Tang, Qianqian Xing, Jing Xu, Den Tan, Mingfeng Huang, Ronghui Cao

Lecture notes in computer science

DOI

2024

De-Duplicated Hierarchical Offloading in Vehicular Edge Computing With Task Dependencies

Zhuofan Liao, Zhenyi Shao, Bin Zheng, Xiaoyong Tang

IEEE Internet of Things Journal

DOI

2024

Pricing-Based Task Offloading Considering User Energy Consumption in MEC System

Xiyu Han, Zhuofan Liao, Xiaoyong Tang

IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA)

DOI

2024

An Efficient Cooperative Active Caching Strategy in Vehicular Edge Network Based on Asynchronous Federated Learning

Pang Liu, Zhuofan Liao, Xiaoyong Tang

IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA)

DOI

2024

A Task Admission Scheduling Strategy Based on Adaptive Time Slicing in Mobile Edge Computing

Yanpu Tang, Zhuofan Liao, Xiaoyong Tang

IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA)

DOI

2024

A Task Dependency-based Deduplicated Task Offloading Mechanism in Vehicular Edge Computing

Zhenyi Shao, Zhuofan Liao, Xiaoyong Tang

IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA)

DOI

2024

A SFC Placement Strategy in Low-Visibility Multi-Domains Networks for Low Resource Usage Cost

Qingli Xiong, Zhuofan Liao, Xiaoyong Tang

IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA)

DOI

2024

An Adaptive Hoeffding Tree Model Based on Differential Entropy and Relative Entropy for Concept Drift Detection

Wenzheng Liu, Xiang Li, Yongtong Gu, Jin Li, Xiaoyong Tang, Ronghui Cao, Tan Deng, Xiaofeng Wang

DOI

2024

Entropy Normalization SAC-Based Task Offloading for UAV-Assisted Mobile-Edge Computing

Tan Deng, Yanping Wang, Jin Li, Ronghui Cao, Yongtong Gu, Jinming Hu, Xiaoyong Tang, Mingfeng Huang, Wenzheng Liu, Shixue Li

IEEE Internet of Things Journal

DOI

2024

An Adaptive Deployment Scheme of Unmanned Aerial Vehicles in Dynamic Vehicle Networking for Complete Offloading

Zhuofan Liao, Chuhao Yuan, Bin Zheng, Xiaoyong Tang

IEEE Internet of Things Journal

DOI

2024

A Cooperative Community-Based Framework for Service Caching and Task Offloading in Multi-Access Edge Computing

Zhuofan Liao, Guiying Yin, Xiaoyong Tang, Penglu Liu

IEEE Transactions on Network and Service Management

DOI

2024

An Adaptable Pricing-Based Resource Allocation Scheme Considering Users Offloading Needs in Edge Computing

Zhuofan Liao, Xiyu Han, Xiaoyong Tang, Chaochao Feng

IEEE Internet of Things Journal

DOI

2024

A Grouping-Based Multi-task Scheduling Strategy with Deadline Constraint on Heterogeneous Edge Computing

Xiaoyong Tang, Wenbiao Cao, Tan Deng, Chao Xu, Zhihong Zhu

Lecture notes in computer science

DOI

2024

Sequenced Quantization RNN Offloading for Dependency Task in Mobile Edge Computing

Tan Deng, Shixue Li, Xiaoyong Tang, Wenzheng Liu, Ronghui Cao, Yanping Wang, Wenbiao Cao

Lecture notes in computer science

DOI

2022

应用感知的算力优化调度方法

寇大治，韦建文，唐小勇

《数据与计算发展前沿》

2022

An Improved LightGBM Job Running Status Prediction Algorithm Integrating Combinatorial Feature Selection and Bayesian Hyperparameter Optimization on Spark

Xiaoyong Tang, Shi Cheng, Wenzheng Liu, Zhihong Zhu

DOI

2022

A job scheduling algorithm based on parallel workload prediction on computational grid

Xiaoyong Tang, Yi Liu, Tan Deng, Zexin Zeng, Haowei Huang, Qiyu Wei, Xiaorong Li, Yang Li

Journal of Parallel and Distributed Computing

DOI

2022

A forward and backward private oblivious RAM for storage outsourcing on edge-cloud computing

Zhiqiang Wu, Zhubin Cai, Xiaoyong Tang, Yuming Xu, Tan Deng

Journal of Parallel and Distributed Computing

DOI

2021

Service Cost Effective and Reliability Aware Job Scheduling Algorithm on Cloud Computing Systems

Xiaoyong Tang, Yi Liu, Zeng Zeng, Bharadwaj Veeravalli

IEEE Transactions on Cloud Computing

DOI

2021

Cost-Efficient Workflow Scheduling Algorithm for Applications With Deadline Constraint on Heterogeneous Clouds

Xiaoyong Tang, Wenbiao Cao, Huiya Tang, Tan Deng, Jing Mei, Yi Liu, Shi Cheng, Meng Xia, Zeng Zeng

IEEE Transactions on Parallel and Distributed Systems

DOI

2021

Parallel random matrix particle swarm optimization scheduling algorithms with budget constraints on cloud computing systems

Xiaoyong Tang, Shi Cheng, Tan Deng, Zhiqiang Wu, Li Yang

Applied Soft Computing

DOI

2021

Reliability-Aware Cost-Efficient Scientific Workflows Scheduling Strategy on Multi-Cloud Systems

Xiaoyong Tang

IEEE Transactions on Cloud Computing

DOI

2014

云环境中面向随机任务的用户效用优化模型

唐卓，朱敏，杨黎，唐小勇，李肯立

《计算机研究与发展》

2013

异构并行分布式系统可信调度理论与方法研究

唐小勇

《湖南大学》

精选作品

期刊论文

面向云边端协同计算环境的DNN推理任务分割卸载策略

基于Transformer的融合属性分组注意力CPU高速缓存性能预测模型

Remaining Workload-Aware Dynamic Task Scheduling Algorithm on Spark Heterogeneous Systems

A Data Skew Greedy Optimization Strategy in Spark Heterogeneous Clusters

Neural Network-Enhanced Monte Carlo Tree Search for Adaptive Resource Scheduling in Heterogeneous Spark Environments

DAMRL: A dependency-aware meta reinforcement learning framework for adaptive task offloading in vehicular edge computing

Dependent Task Offloading Based on OPQ-SubTransformer and Genetic Optimization for Vehicular Edge Computing

Multi-Scale Deep Learning for Cooperative Dependent Task Offloading in Vehicular Edge Computing

Fedpak: Server-Centric Prototype Refinement with Adaptive Margins and Generative Knowledge Transfer for Heterogeneous Federated Learning

基于Spark框架的RDD数据块增益感知缓存替换策略

融合多分组归并的券商数据Shuffle和数据倾斜算法

Remaining Workload-Aware Task Scheduling Strategy in Spark Heterogeneous Environments

An online resource-aware leader election algorithm based on Kubernetes load balancing

A Node Load-Aware Horizontal Autoscaling Strategy for FaaS with Shared Resources

Active-Trust Based Security Service Orchestration Framework for 6G Enabled Massive IoT

A trustworthy task offloading system for heterogeneous vehicle-edge-cloud collaboration scenarios

FedAFW:Adaptive Feature-Driven Weighting Based Personalized Federated Learning

Cost optimization strategy for dependent task offloading in vehicular edge computing

Context-Aware Proactive Edge Caching for Vehicular Edge Computing Based on Asynchronous Federated Learning

An Adaptive Slicing-Based Task Admission Scheduling Strategy in Multiaccess Edge Computing

Fairness-Aware Federated Learning Based on Feature Attention and Contribution Calibration

De-Duplicated Hierarchical Offloading in Vehicular Edge Computing With Task Dependencies

Pricing-Based Task Offloading Considering User Energy Consumption in MEC System

An Efficient Cooperative Active Caching Strategy in Vehicular Edge Network Based on Asynchronous Federated Learning

A Task Admission Scheduling Strategy Based on Adaptive Time Slicing in Mobile Edge Computing

A Task Dependency-based Deduplicated Task Offloading Mechanism in Vehicular Edge Computing

A SFC Placement Strategy in Low-Visibility Multi-Domains Networks for Low Resource Usage Cost

An Adaptive Hoeffding Tree Model Based on Differential Entropy and Relative Entropy for Concept Drift Detection

Entropy Normalization SAC-Based Task Offloading for UAV-Assisted Mobile-Edge Computing

An Adaptive Deployment Scheme of Unmanned Aerial Vehicles in Dynamic Vehicle Networking for Complete Offloading

A Cooperative Community-Based Framework for Service Caching and Task Offloading in Multi-Access Edge Computing

An Adaptable Pricing-Based Resource Allocation Scheme Considering Users Offloading Needs in Edge Computing

A Grouping-Based Multi-task Scheduling Strategy with Deadline Constraint on Heterogeneous Edge Computing

Sequenced Quantization RNN Offloading for Dependency Task in Mobile Edge Computing

应用感知的算力优化调度方法

An Improved LightGBM Job Running Status Prediction Algorithm Integrating Combinatorial Feature Selection and Bayesian Hyperparameter Optimization on Spark

A job scheduling algorithm based on parallel workload prediction on computational grid

A forward and backward private oblivious RAM for storage outsourcing on edge-cloud computing

Service Cost Effective and Reliability Aware Job Scheduling Algorithm on Cloud Computing Systems

Cost-Efficient Workflow Scheduling Algorithm for Applications With Deadline Constraint on Heterogeneous Clouds

Parallel random matrix particle swarm optimization scheduling algorithms with budget constraints on cloud computing systems

Reliability-Aware Cost-Efficient Scientific Workflows Scheduling Strategy on Multi-Cloud Systems

云环境中面向随机任务的用户效用优化模型

异构并行分布式系统可信调度理论与方法研究

预印本

A RS-BOLGBM Algorithm Based on LightGBM for Supercomputing Center Job Running Status Prediction

Latency-Aware Resource Utilization Optimization for Service Function Chain Deployment in Heterogeneous Edge Network

研究方向