Towards efficient long-horizon decision-making using automated structure search method of hierarchical reinforcement learning for edge artificial intelligence.

[BibT_eX]

[DOI]

Guanlin Wu

Weidong Bao

Internet Things, December, 2023

UNION: Fault-tolerant Cooperative Computing in Opportunistic Mobile Edge Cloud.

[BibT_eX]

[DOI]

ACM Trans. Internet Techn., November, 2023

Adaptive Cooperative Gene Regulatory Network Optimized by Elastic Deformation Algorithm for Multirobot Hunting.

[BibT_eX]

[DOI]

IEEE Syst. J., September, 2023

Automated pattern generation for swarm robots using constrained multi-objective genetic programming.

[BibT_eX]

[DOI]

Swarm Evol. Comput., August, 2023

Multi-robot target entrapment using cooperative hierarchical gene regulatory network.

[BibT_eX]

[DOI]

Swarm Evol. Comput., July, 2023

Fairness-aware data offloading of IoT applications enabled by heterogeneous UAVs.

[BibT_eX]

[DOI]

Internet Things, July, 2023

Dynamic Reallocation Model of Multiple Unmanned Aerial Vehicle Tasks in Emergent Adjustment Scenarios.

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., April, 2023

PRETTY: A parallel transgenerational learning-assisted evolutionary algorithm for computationally expensive multi-objective optimization.

[BibT_eX]

[DOI]

Inf. Sci., April, 2023

VG-Swarm: A Vision-Based Gene Regulation Network for UAVs Swarm Behavior Emergence.

[BibT_eX]

[DOI]

IEEE Robotics Autom. Lett., March, 2023

Data Offloading Enabled by Heterogeneous UAVs for IoT Applications Under Uncertain Environments.

[BibT_eX]

[DOI]

IEEE Internet Things J., March, 2023

YISHAN: Managing Large-scale Cloud Database Instances via Machine Learning.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2023

GENET: Unleashing the Power of Side Information for Recommendation via Hypergraph Pre-training.

[BibT_eX]

[DOI]

CoRR, 2023

Group Simulated Annealing Algorithm for ICSI-OC 2022.

[BibT_eX]

[DOI]

Mingyin Zou

Peichen Zhang

Xiaomin Zhu

Proceedings of the Advances in Swarm Intelligence - 14th International Conference, 2023

TCCM: Time and Content-Aware Causal Model for Unbiased News Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Introduction to the Special Issue on Multiagent Systems and Services in the Internet of Things.

[BibT_eX]

[DOI]

ACM Trans. Internet Techn., November, 2022

Noisy Optimization by Evolution Strategies With Online Population Size Learning.

[BibT_eX]

[DOI]

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

An Edge Storage Acceleration Service for Collaborative Mobile Devices.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2022

Elastic Resource Provisioning Using Data Clustering in Cloud Service Platform.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2022

DANCE: Distributed Generative Adversarial Networks with Communication Compression.

[BibT_eX]

[DOI]

ACM Trans. Internet Techn., 2022

SMART: Vision-Based Method of Cooperative Surveillance and Tracking by Multiple UAVs in the Urban Environment.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

FLEE: A Hierarchical Federated Learning Framework for Distributed Deep Neural Network over Cloud, Edge, and End Device.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2022

Torch: Strategy evolution in swarm robots using heterogeneous-homogeneous coevolution method.

[BibT_eX]

[DOI]

J. Ind. Inf. Integr., 2022

Cooperative Path Optimization for Multiple UAVs Surveillance in Uncertain Environment.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Autonomous Cooperative Search Model for Multi-UAV With Limited Communication Network.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Qauxi: Cooperative multi-agent reinforcement learning with knowledge transferred from auxiliary task.

[BibT_eX]

[DOI]

Neurocomputing, 2022

VGSwarm: A Vision-based Gene Regulation Network for UAVs Swarm Behavior Emergence.

[BibT_eX]

[DOI]

CoRR, 2022

User-level parallel file system: Case studies and performance optimizations.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2022

2021

An Adaptive Resource Allocation Strategy for Objective Space Partition-Based Multiobjective Optimization.

[BibT_eX]

[DOI]

Huangke Chen

Guohua Wu

Witold Pedrycz

Ponnuthurai Nagaratnam Suganthan

Lining Xing

Xiaomin Zhu

IEEE Trans. Syst. Man Cybern. Syst., 2021

Uncertainty-Aware Online Scheduling for Real-Time Workflows in Cloud Service Environment.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2021

Distributed Learning on Mobile Devices: A New Approach to Data Mining in the Internet of Things.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

EASE: Energy-efficient task scheduling for edge computing under uncertain runtime and unstable communication conditions.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2021

ADAPT: Adaptive distributed optimization approach for uploading data with redundancy in cooperative mobile cloud.

[BibT_eX]

[DOI]

Ji Wang

Weidong Bao

Xiaomin Zhu

Concurr. Comput. Pract. Exp., 2021

Multi-UAV Cooperative Obstacle Avoidance and Surveillance in Intelligent Transportation.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Trust, 2021

Adaptive Clustering Ensemble Method Based on Uncertain Entropy Decision-Making.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Trust, 2021

Adaptive Task Distribution Approach Using Threshold Behavior Tree for Robotic Swarm.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence - 12th International Conference, 2021

Cooperative Target Search for UAVs in Urban Environment.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Smart City and Informatization, 2021

Cooperative Observation Oriented UAVs Tracking Model in Uncertain Environment.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intl Conf on Dependable, 2021

Gaussian Process based Deep Dyna-Q approach for Dialogue Policy Learning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Minimal Fault-Tolerant Coverage of Controllers in IaaS Datacenters.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2020

Federated learning with adaptive communication compression under dynamic bandwidth and unreliable networks.

[BibT_eX]

[DOI]

Inf. Sci., 2020

NECTAR-An Agent-Based Dynamic Task Allocation Algorithm in the UAV Swarm.

[BibT_eX]

[DOI]

Complex., 2020

O-Flocking: Optimized Flocking Model on Autonomous Navigation for Robotic Swarm.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence - 11th International Conference, 2020

Benign: An Automatic Optimization Framework for the Logic of Swarm Behaviors.

[BibT_eX]

[DOI]

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

FILT: Optimizing KV-Embedded File Systems through Flat Indexing.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

2019

Minimizing Traffic Migration During Network Update in IaaS Datacenters.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2019

An Attention-augmented Deep Architecture for Hard Drive Status Monitoring in Large-scale Storage Systems.

[BibT_eX]

[DOI]

ACM Trans. Storage, 2019

Cooperative Data Sharing for Mobile Cloudlets Under Heterogeneous Environments.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2019

DEFT: Dynamic Fault-Tolerant Elastic scheduling for tasks with uncertain runtime in cloud.

[BibT_eX]

[DOI]

Inf. Sci., 2019

An Automatic Design Framework of Swarm Pattern Formation based on Multi-objective Genetic Programming.

[BibT_eX]

[DOI]

CoRR, 2019

G-flocking: Flocking Model Optimization based on Genetic Framework.

[BibT_eX]

[DOI]

CoRR, 2019

TH-GRN Model Based Collective Tracking in Confined Environment.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence - 10th International Conference, 2019

Cooperation-Based Gene Regulatory Network for Target Entrapment.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence - 10th International Conference, 2019

SHC: A Method for Stackable Parallel File Systems in Userspace.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

A Case Study on the Efficiency of User-Level Parallel File Systems.

[BibT_eX]

[DOI]

Engineering cognition oriented cultivation method of innovative quality based on learning-by-doing.

[BibT_eX]

[DOI]

Yun Zhou

Weidong Bao

Xiaomin Zhu

Proceedings of the ACM Turing Celebration Conference - China, 2019

Experience reports for teaching operating systems towards increasing-sized classes.

[BibT_eX]

[DOI]

Shu Yin

Yingdong Zhang

Xiaomin Zhu

Proceedings of the ACM Turing Celebration Conference - China, 2019

Private Model Compression via Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

A General Cross-Layer Cloud Scheduling Framework for Multiple IoT Computer Tasks.

[BibT_eX]

[DOI]

Sensors, 2018

Optimization in distributed information systems.

[BibT_eX]

[DOI]

Xiaomin Zhu

Laurence T. Yang

Hai Jiang

Parimala Thulasiraman

Beniamino Di Martino

J. Comput. Sci., 2018

SP-Partitioner: A novel partition method to handle intermediate data skew in spark streaming.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2018

A server consolidation method with integrated deep learning predictor in local storage based clouds.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2018

Local Storage-Based Consolidation With Resource Demand Prediction and Live Migration in Clouds.

[BibT_eX]

[DOI]

IEEE Access, 2018

Fault-Tolerant Scheduling for Hybrid Real-Time Tasks Based on CPB Model in Cloud.

[BibT_eX]

[DOI]

IEEE Access, 2018

DuoFS: A Hybrid Storage System Balancing Energy-Efficiency, Reliability, and Performance.

[BibT_eX]

[DOI]

Proceedings of the 26th Euromicro International Conference on Parallel, 2018

Not Just Privacy: Improving Performance of Private Deep Learning in Mobile Cloud.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

A Novel Server Consolidation Method Based on Local Storage Integrated with Resource Demand Prediction.

[BibT_eX]

[DOI]

Proceedings of the 15th International Symposium on Pervasive Systems, 2018

Deep Learning towards Mobile Applications.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

PEA: Parallel Evolutionary Algorithm by Separating Convergence and Diversity for Large-Scale Multi-Objective Optimization.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

A Parallel Fast Fourier Transform Algorithm for Large-Scale Signal Data Using Apache Spark in Cloud.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2018

WITCAT: A Workload Spike Targeted Cloud Management Solution.

[BibT_eX]

[DOI]

Proceedings of the ACM Symposium on Cloud Computing, 2018

2017

Cost-Aware Big Data Processing Across Geo-Distributed Datacenters.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2017

Scheduling for Workflows with Security-Sensitive Intermediate Data by Selective Tasks Duplication in Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2017

Towards collaborative storage scheduling using alternating direction method of multipliers for mobile edge cloud.

[BibT_eX]

[DOI]

J. Syst. Softw., 2017

Chord: Checkpoint-based scheduling using hybrid waiting list in shared clusters.

[BibT_eX]

[DOI]

J. Syst. Softw., 2017

MidHDC: Advanced topics on middleware services for heterogeneous distributed computing. Part 2.

[BibT_eX]

[DOI]

Florin Pop

Xiaomin Zhu

Laurence T. Yang

Future Gener. Comput. Syst., 2017

Adaptive workflow scheduling for diverse objectives in cloud environments.

[BibT_eX]

[DOI]

Haoran Ji

Weidong Bao

Xiaomin Zhu

Trans. Emerg. Telecommun. Technol., 2017

Optimal Dynamic Reserved Bandwidth Allocation for Cloud-Integrated Cyber-Physical Systems.

[BibT_eX]

[DOI]

IEEE Access, 2017

A Lightweight Recommendation Framework for Mobile User's Link Selection in Dense Network.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

An Event-Level Abstraction for Achieving Efficiency and Fairness in Network Update.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

DuoFS: An Attempt at Energy-Saving and Retaining Reliability of Storage Systems.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

MECCAS: Collaborative Storage Algorithm Based on Alternating Direction Method of Multipliers on Mobile Edge Cloud.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Edge Computing, 2017

2016

Maximize Profit for Big Data Processing in Distributed Datacenters.

[BibT_eX]

[DOI]

Weidong Bao

Ji Wang

Xiaomin Zhu

Proceedings of the Resource Management for Big Data Platforms, 2016

Fault-Tolerant Scheduling for Real-Time Scientific Workflows with Elastic Resource Provisioning in Virtualized Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2016

Dynamic Request Redirection and Resource Provisioning for Cloud-Based Video Services under Heterogeneous Environment.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2016

Agent-Based Dynamic Scheduling for Earth-Observing Tasks on Multiple Airships in Emergency.

[BibT_eX]

[DOI]

IEEE Syst. J., 2016

MidHDC: Advanced Topics on Middleware Services for Heterogeneous Distributed Computing. Part 1.

[BibT_eX]

[DOI]

Florin Pop

Xiaomin Zhu

Laurence T. Yang

Future Gener. Comput. Syst., 2016

Security-aware workflow scheduling with selective task duplication in clouds.

[BibT_eX]

[DOI]

Proceedings of the 24th High Performance Computing Symposium, 2016

EONS: Minimizing Energy Consumption for Executing Real-Time Workflows in Virtualized Cloud Data Centers.

[BibT_eX]

[DOI]

Proceedings of the 45th International Conference on Parallel Processing Workshops, 2016

RESS: A Reliable Energy-Efficient Storage System.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems, 2016

Improving the Performance of Data Sharing in Dynamic Peer-to-Peer Mobile Cloud.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems, 2016

CHIME: A Checkpoint-Based Approach to Improving the Performance of Shared Clusters.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems, 2016

STARS: Startup-Time-Aware Resource Provisioning and Real-Time Task Scheduling in Clouds.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

Integrating Relationships and Attributes: A Model of Multilayer Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE First International Conference on Data Science in Cyberspace, 2016

General Framework for Task Scheduling and Resource Provisioning in Cloud Computing Systems.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

A Utility-Aware Approach to Redundant Data Upload in Cooperative Mobile Cloud.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Cloud Computing, 2016

Uncertainty-Aware Real-Time Workflow Scheduling in the Cloud.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Cloud Computing, 2016

2015

Fault-Tolerant Scheduling for Real-Time Tasks on Multiple Earth-Observation Satellites.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2015

Exploiting Efficient and Scalable Shuffle Transfers in Future Data Center Networks.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2015

ANGEL: Agent-Based Scheduling for Real-Time Tasks in Virtualized Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2015

FESTAL: Fault-Tolerant Elastic Scheduling Algorithm for Real-Time Tasks in Virtualized Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2015

SGEESS: Smart green energy-efficient scheduling strategy with dynamic electricity price for data center.

[BibT_eX]

[DOI]

J. Syst. Softw., 2015

Towards energy-efficient scheduling for real-time tasks under uncertain cloud computing environment.

[BibT_eX]

[DOI]

J. Syst. Softw., 2015

Towards dynamic real-time scheduling for multiple earth observation satellites.

[BibT_eX]

[DOI]

J. Comput. Syst. Sci., 2015

Topology-based Workflow Scheduling in Commercial Clouds.

[BibT_eX]

[DOI]

KSII Trans. Internet Inf. Syst., 2015

AGILE: A terminal energy efficient scheduling method in mobile cloud computing.

[BibT_eX]

[DOI]

Trans. Emerg. Telecommun. Technol., 2015

REED: A Reliable Energy-Efficient RAID.

[BibT_eX]

[DOI]

Proceedings of the 44th International Conference on Parallel Processing, 2015

HcDD: The Hybrid Combination of Disk Drives in Active Storage Systems.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015

2014

Dynamic Scheduling for Emergency Tasks on Distributed Imaging Satellites with Task Merging.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2014

Real-Time Tasks Oriented Energy-Aware Scheduling in Virtualized Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2014

Analysis and Design of Fault-Tolerant Scheduling for Real-Time Tasks on Earth-Observation Satellites.

[BibT_eX]

[DOI]

Proceedings of the 43rd International Conference on Parallel Processing, 2014

2013

3E: Energy-efficient elastic scheduling for independent tasks in heterogeneous computing systems.

[BibT_eX]

[DOI]

J. Syst. Softw., 2013

Novel clock synchronization algorithm of parametric difference for parallel and distributed simulations.

[BibT_eX]

[DOI]

Comput. Networks, 2013

Energy-Aware Rolling-Horizon Scheduling for Real-Time Tasks in Virtualized Cloud Data Centers.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

Reliability Analysis of Energy-Efficient Parallel Storage Systems.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

Real-Time Fault-Tolerant Scheduling Based on Primary-Backup Approach in Virtualized Clouds.

[BibT_eX]

[DOI]

Ji Wang

Xiaomin Zhu

Weidong Bao

Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

Profit-Oriented Scheduling Optimization for Workflow in Clouds.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

ERES: An Energy-Aware Real-Time Elastic Scheduling Algorithm in Clouds.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

An Agent-Based Emergent Task Allocation Algorithm in Clouds.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

2012

Rolling-horizon scheduling for energy constrained distributed real-time embedded systems.

[BibT_eX]

[DOI]

J. Syst. Softw., 2012

Adaptive energy-efficient scheduling for real-time tasks on DVS-enabled heterogeneous clusters.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2012

An improved security-aware packet scheduling algorithm in real-time wireless networks.

[BibT_eX]

[DOI]

Inf. Process. Lett., 2012

DMTRH: A Real-Time Scheduling Algorithm for Multiple Earth Observation Satellites.

[BibT_eX]

[DOI]

Laurence Tianruo Yang

Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012

2011

QoS-Aware Fault-Tolerant Scheduling for Real-Time Tasks on Heterogeneous Clusters.

[BibT_eX]

[DOI]

Xiaomin Zhu

Xiao Qin

Meikang Qiu

IEEE Trans. Computers, 2011

Boosting adaptivity of fault-tolerant scheduling for real-time tasks with service requirements on clusters.

[BibT_eX]

[DOI]

Xiaomin Zhu