Haitao Yuan

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Energy-Optimized with Multi-Population Differential Annealed Optimization in Mobile Edge Computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Multi-Step Water Quality Prediction with Series Decomposition and Auto-Correlation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Web Traffic Anomaly Detection Using a Hybrid Spatio-temporal Neural Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Latency-Minimized Computation Offloading in Vehicle Fog Computing with Improved Whale Optimization Algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Cost-Minimized Partial Computation Offloading in Cloud-Assisted Mobile Edge Computing Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Joint Optimization of Cache-Assisted Offloading and Resource Allocation in Mobile Edge Computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Hybrid Water Quality Prediction with Frequency Domain Conversion Enhancement and Seasonal Decomposition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Network Anomaly Detection with Stacked Sparse Shrink Autoencoders and Improved XGBoost.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Towards Energy-Efficient Scheduling of UAV-Enabled Mobile Edge Computing Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Deep and Spatio-Temporal Detection for Abnormal Traffic in Cloud Data Centers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Multi-swarm Genetic Gray Wolf Optimizer with Embedded Autoencoders for High-dimensional Expensive Problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Self-adaptive Teaching-learning-based Optimizer with Improved RBF and Sparse Autoencoder for Complex Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

2022

Pedestrian Trajectory Prediction in Heterogeneous Traffic using Facial Keypoints-based Convolutional Encoder-decoder Network.

[BibT_eX]

[DOI]

ACM Trans. Internet Techn., November, 2022

Green Energy Forecast-Based Bi-Objective Scheduling of Tasks Across Distributed Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Sustain. Comput., 2022

Energy Consumption and Performance Optimized Task Scheduling in Distributed Data Centers.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2022

Fully Convolutional Encoder-Decoder With an Attention Mechanism for Practical Pedestrian Trajectory Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Energy-Minimized Partial Computation Offloading for Delay-Sensitive Applications in Heterogeneous Edge Networks.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput., 2022

Geography-Aware Task Scheduling for Profit Maximization in Distributed Green Data Centers.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2022

Energy-Efficient and QoS-Optimized Adaptive Task Scheduling and Management in Clouds.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2022

A Hybrid Prediction Method for Realistic Network Traffic With Temporal Convolutional Network and LSTM.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2022

Firefly algorithm and learning-based geographical task scheduling for operational cost minimization in distributed green data centers.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Self-adaptive Bat Algorithm With Genetic Operations.

[BibT_eX]

[DOI]

IEEE CAA J. Autom. Sinica, 2022

Hybrid Water Quality Prediction with Bidirectional Long Short-Term Memory and Encoder-Decoder.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Collaborative Computation Offloading for Cost Minimization in Hybrid Computing Systems.

[BibT_eX]

[DOI]

Jiahui Zhai

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Cost-minimized and Multi-plant Scheduling in Distributed Industrial Systems.

[BibT_eX]

[DOI]

Qinglong Hu

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Evolutionary Computational Offloading with Autoencoder in Large-scale Edge Computing.

[BibT_eX]

[DOI]

Qinglong Hu

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Hybrid Water Quality Prediction with Graph Attention and Spatio-Temporal Fusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Integrated Spatio-Temporal Prediction for Water Quality with Graph Attention Network and WaveNet.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Multi-indicator Water Quality Prediction with ProbSparse Self-attention and Generative Decoder.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Cost-optimized Task Scheduling with Improved Deep Q-Learning in Green Data Centers.

[BibT_eX]

[DOI]

Zhou Yu

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

A Hybrid Deep Learning Method for Network Attack Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Multi-indicator Water Time Series Imputation with Autoregressive Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

LBPSC: A Hybrid Prediction Model for Chinese Named Entity Recognition in Water Environment.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Adaptive Prediction of Resources and Workloads for Cloud Computing Systems with Attention-based and Hybrid LSTM.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Latency-minimized Computation Offloading in Fog Computing with Hybrid Whale optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Hybrid Network Intrusion Detection with Stacked Sparse Contractive Autoencoders and Attention-based Bidirectional LSTM.

[BibT_eX]

[DOI]

Ziyue Guan

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Hybrid Prediction for Water Quality with Bidirectional LSTM and Temporal Attention.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Is it fair? Resource allocation for differentiated services on demands.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services, 2022

Large-scale Network Traffic Prediction With LSTM and Temporal Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Effective Few-Shot Named Entity Linking by Meta-Learning.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Clinical Phenotyping Prediction via Auxiliary Task Selection and Adaptive Shared-Space Correction.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022

Cost-minimized User Association and Partial Offloading for Dependent Tasks in Hybrid Cloud-edge Systems.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022

2021

Temporal Task Scheduling of Multiple Delay-Constrained Applications in Green Hybrid Cloud.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2021

Profit-Maximized Collaborative Computation Offloading and Resource Allocation in Distributed Cloud and Edge Computing Systems.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2021

Revenue and Energy Cost-Optimized Biobjective Task Scheduling for Green Cloud Data Centers.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2021

Biobjective Task Scheduling for Distributed Green Data Centers.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2021

Large-scale water quality prediction with integrated deep neural network.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Energy-Optimized Partial Computation Offloading in Mobile-Edge Computing With Genetic Simulated-Annealing-Based Particle Swarm Optimization.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

Integrated deep learning method for workload and resource prediction in cloud systems.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Cost Optimization for Partial Computation Offloading and Resource Allocation in Heterogeneous Mobile Edge Computing.

[BibT_eX]

[DOI]

Shuaifei Duanmu

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Energy-Aware Task Offloading with Genetic Particle Swarm Optimization in Hybrid Edge Computing.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

A Spatio-Temporal Prediction Method of Wind Energy in Green Cloud Data Centers.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Workload and Renewable Energy Prediction in Cloud Data Centers with Multi-scale Wavelet Transformation.

[BibT_eX]

[DOI]

Kaiyi Zhang

Proceedings of the 29th Mediterranean Conference on Control and Automation, 2021

Multi-Stage PSO-Based Cost Minimization for Computation Offloading in Vehicular Edge Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2021

An Adaptive Hybrid Bat Algorithm with Genetic Operations and Dynamic Inertia Weight.

[BibT_eX]

[DOI]

Jiahui Zhai

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2021

Hybrid Whale Optimization Algorithm with Differential Evolution and Chaotic Map Operations.

[BibT_eX]

[DOI]

Wenduo Gu

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2021

Chaotic Lévy Whale Optimization Algorithm with Simulated Annealing and Differential Evolution.

[BibT_eX]

[DOI]

Wenduo Gu

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2021

2020

Profit-Sensitive Spatial Scheduling of Multi-Application Tasks in Distributed Green Clouds.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2020

Fine-grained resource provisioning and task scheduling for heterogeneous applications in distributed green clouds.

[BibT_eX]

[DOI]

IEEE CAA J. Autom. Sinica, 2020

Path Planning Method With Improved Artificial Potential Field - A Reinforcement Learning Perspective.

[BibT_eX]

[DOI]

IEEE Access, 2020

New Results on Joint Classification of Vertical Structure of Ocean Properties at a Global Scale.

[BibT_eX]

[DOI]

IEEE Access, 2020

Profit-Maximized Task Offloading with Simulated-annealing-based Migrating Birds Optimization in Hybrid Cloud-Edge Systems.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Fine-grained Task Scheduling in Cloud Data Centers Using Simulated-annealing-based Bees Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Improved LSTM-based Prediction Method for Highly Variable Workload and Resources in Clouds.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Bi-objective Intelligent Task Scheduling for Green Clouds with Deep Learning-based Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2020

A Deep Learning Approach to Large-Scale Light Curve Prediction and Real-Time Anomaly Detection with Grubbs Criterion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2020

An Improved Attention-based LSTM for Multi-Step Dissolved Oxygen Prediction in Water Environment.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2020

Energy Cost and Performance-Sensitive Bi-objective Scheduling of Tasks in Clouds.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2020

Coupled Graph Convolutional Neural Networks for Text-Oriented Clinical Diagnosis Inference.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

2019

Multiqueue Scheduling of Heterogeneous Tasks With Bounded Response Time in Hybrid Green IaaS Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2019

Spatiotemporal Task Scheduling for Heterogeneous Delay-Tolerant Applications in Distributed Green Data Centers.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2019

Spatial Task Scheduling for Cost Minimization in Distributed Green Cloud Data Centers.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2019

Temporal Prediction of Multiapplication Consolidated Workloads in Distributed Clouds.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2019

Time-Dependent Cloud Workload Forecasting via Multi-Task Learning.

[BibT_eX]

[DOI]

IEEE Robotics Autom. Lett., 2019

Deadlock prevention for service orchestration via controlled Petri nets.

[BibT_eX]

[DOI]

Wei Tan

J. Parallel Distributed Comput., 2019

SGW-SCN: An integrated machine learning approach for workload forecasting in geo-distributed cloud data centers<sup>⁎</sup>.

[BibT_eX]

[DOI]

Inf. Sci., 2019

Profit-Aware Spatial Task Scheduling in Distributed Green Clouds.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Location-Sensitive Resource optimization for Profit Maximization in Distributed Data Centers.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

An Integrated Deep Neural Network Approach for Large-Scale Water Quality Time Series Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Identifying Latent Reduced Models to Precondition Lossy Compression.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Parallel and Distributed Processing Symposium, 2019

Temporal-Variation-Aware Profit-Maximized and Delay-Bounded Task Scheduling in Green Data Center.

[BibT_eX]

[DOI]

Proceedings of the Internet and Distributed Computing Systems, 2019

Spatio-Temporal Scheduling of Heterogeneous Delay-Constrained Tasks in Geo-Distributed Green Clouds.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Networking, Sensing and Control, 2019

Deep Neural Networks for Predicting Task Time Series in Cloud Computing Systems.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Networking, Sensing and Control, 2019

QoS and Profit Aware Task Scheduling with Simulated-Annealing-Based Bi-Objective Differential Evolution in Green Clouds.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

2018

NPIY : A novel partitioner for improving mapreduce performance.

[BibT_eX]

[DOI]

J. Vis. Lang. Comput., 2018

Time-Aware Multi-Application Task Scheduling With Guaranteed Delay Constraints in Green Data Center.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2018

Real-time and short-term anomaly detection for GWAC light curves.

[BibT_eX]

[DOI]

Tianzhi Feng

Comput. Ind., 2018

WARM: Workload-Aware Multi-Application Task Scheduling for Revenue Maximization in SDN-Based Cloud Data Center.

[BibT_eX]

[DOI]

IEEE Access, 2018

Geographical Scheduling of Multi-application Tasks for Cost Minimization in Distributed Green Data Centers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Hybrid task prediction based on wavelet decomposition and ARIMA model in cloud data center.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Networking, Sensing and Control, 2018

Workload Forecasting with Hybrid Stochastic Configuration Networks in Clouds.

[BibT_eX]

[DOI]

Libo Zhang

Proceedings of the 5th IEEE International Conference on Cloud Computing and Intelligence Systems, 2018

An Improved Dro-Based Recurrent Neural Networks for Large-Scale Light Curve Time Series Prediction.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Cloud Computing and Intelligence Systems, 2018

Temporal Task Scheduling for Delay-Constrained Applications in Geo-Distributed Cloud Data Centers.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

2017

TTSA: An Effective Scheduling Approach for Delay Bounded Tasks in Hybrid Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Temporal Task Scheduling With Constrained Service Delay for Profit Maximization in Hybrid Clouds.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2017

Application-Aware Dynamic Fine-Grained Resource Provisioning in a Virtualized Cloud Data Center.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2017

Cost-aware request routing in multi-geography cloud data centres using software-defined networking.

[BibT_eX]

[DOI]

Enterp. Inf. Syst., 2017

Cost-sensitive task routing and resource provisioning in geo-distributed clouds.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Networking, Sensing and Control, 2017

Temporal request scheduling for energy-efficient cloud data centers.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Networking, Sensing and Control, 2017

Improving MapReduce Performance By Using A New Partitioner In YARN.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Distributed Multimedia Systems, 2017

Revenue-sensitive scheduling of multi-application tasks in software-defined cloud.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017

Workload-Aware Revenue Maximization in SDN-Enabled Data Center.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 2017

2016

CAWSAC: Cost-Aware Workload Scheduling and Admission Control for Distributed Cloud Data Centers.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2016

TRS: Temporal Request Scheduling with bounded delay assurance in a green cloud data center.

[BibT_eX]

[DOI]

Inf. Sci., 2016

A Petri Net Method for Compatibility Enforcement to Support Service Choreography.

[BibT_eX]

[DOI]