Fang Dong

Orcid: 0000-0001-6770-326X

Affiliations:
  • Southeast University, School of Computer Science and Engineering, Nanjing, China


According to our database1, Fang Dong authored at least 129 papers between 2006 and 2024.

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Bibliography

2024
Imbalanced node classification with Graph Neural Networks: A unified approach leveraging homophily and label information.
Appl. Soft Comput., December, 2024

Optimal Harvest-Then-Transmit Scheduling for Throughput Maximization in Time-Varying RF Powered Systems.
IEEE J. Sel. Areas Commun., November, 2024

Addressing Heterogeneity in Federated Learning with Client Selection via Submodular Optimization.
ACM Trans. Sens. Networks, March, 2024

B<sup>2</sup>-Bandit: Budgeted Pricing With Blocking Constraints for Metaverse Crowdsensing Under Uncertainty.
IEEE J. Sel. Areas Commun., March, 2024

Joint Optimization of Device Selection and Resource Allocation for Multiple Federations in Federated Edge Learning.
IEEE Trans. Serv. Comput., 2024

Micro-Burst Aware ECN in Multi-Queue Data Centers: Algorithm and Implementation.
IEEE Trans. Netw. Sci. Eng., 2024

Privacy-preserving model splitting and quality-aware device association for federated edge learning.
Softw. Pract. Exp., 2024

FSVFG: Towards Immersive Full-Scene Volumetric Video Streaming with Adaptive Feature Grid.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

HASFL: Harnessing Heterogeneous Models Across Diverse Devices for Enhanced Federated Learning.
Proceedings of the 53rd International Conference on Parallel Processing, 2024

DiG-In-GNN: Discriminative Feature Guided GNN-Based Fraud Detector against Inconsistencies in Multi-Relation Fraud Graph.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Enabling Distributed and Optimal RDMA Resource Sharing in Large-Scale Data Center Networks: Modeling, Analysis, and Implementation.
IEEE/ACM Trans. Netw., December, 2023

Multi-exit DNN inference acceleration for intelligent terminal with heterogeneous processors.
Sustain. Comput. Informatics Syst., December, 2023

Energy-Efficient General PoI-Visiting by UAV With a Practical Flight Energy Model.
IEEE Trans. Mob. Comput., November, 2023

Simulation-based joint user assignment and edge resource allocation optimization for hybrid tasks in vehicular edge computing.
Simul. Model. Pract. Theory, November, 2023

PipePar: Enabling fast DNN pipeline parallel training in heterogeneous GPU clusters.
Neurocomputing, October, 2023

Multi-Exit DNN Inference Acceleration Based on Multi-Dimensional Optimization for Edge Intelligence.
IEEE Trans. Mob. Comput., September, 2023

DeepMetricCorr: Fast flow correlation for data center networks with deep metric learning.
Comput. Networks, September, 2023

Noise-aware Local Model Training Mechanism for Federated Learning.
ACM Trans. Intell. Syst. Technol., August, 2023

Editorial for Resource Management at the Edge for Future web, Mobile, and IoT Applications.
World Wide Web (WWW), May, 2023

OL-EUA: Online User Allocation for NOMA-Based Mobile Edge Computing.
IEEE Trans. Mob. Comput., April, 2023

PADP-FedMeta: A personalized and adaptive differentially private federated meta learning mechanism for AIoT.
J. Syst. Archit., 2023

Deep-Reinforcement-Learning-Based Production Scheduling in Industrial Internet of Things.
IEEE Internet Things J., 2023

Label Information Enhanced Fraud Detection against Low Homophily in Graphs.
Proceedings of the ACM Web Conference 2023, 2023

Joint Quality Evaluation, Model Splitting and Resource Provisioning for Split Edge Learning.
Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023

ROIAdaptor: Adaptive Task Offloading of ROI-Encoded Videos for Edge Video Analytics.
Proceedings of the 19th International Conference on Mobility, Sensing and Networking, 2023

WAEVSR: Enabling Collaborative Live Video Super-Resolution in Wide-Area MEC Environment.
Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023

ASFL: Adaptive Semi-asynchronous Federated Learning for Balancing Model Accuracy and Total Latency in Mobile Edge Networks.
Proceedings of the 52nd International Conference on Parallel Processing, 2023

Adaptive Overlap Padding and Resolution Selection for Frame Split-based Edge Video Analytics.
Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

CoCV: Heterogeneous Processors Collaboration Mechanism for End-to-End Execution of Intelligent Computer Vision Tasks on Mobile Devices.
Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

Joint Optimization of Task Offloading and Resource Allocation for Edge Video Analytics.
Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

FreezePipe: An Efficient Dynamic Pipeline Parallel Approach Based on Freezing Mechanism for Distributed DNN Training.
Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

MIA-FedDL: A Membership Inference Attack against Federated Distillation Learning.
Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

Accelerate Multi-view Inference with End-edge Collaborative Computing.
Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

HyperRTV: Neural-Enhanced Adaptive Real-Time Video Streaming Based on Terminal-Edge Collaboration.
Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

High-efficient Joinable Tables Discovery in Data Lakes: A Grey Relational Model-based Approach.
Proceedings of the Eleventh International Conference on Advanced Cloud and Big Data, 2023

SpringNet: Enhancing Hardware-Dependent Model Adaptation through Efficient Cost Prediction.
Proceedings of the Eleventh International Conference on Advanced Cloud and Big Data, 2023

APFed: Attention-based Personalized Federated Learning in Model Heterogeneity Scenario.
Proceedings of the ACM Turing Award Celebration Conference - China 2023, 2023

Enabling Adaptive Task Dispatching for Real-time Video Analytics in Uncertain Edge Environments.
Proceedings of the ACM Turing Award Celebration Conference - China 2023, 2023

2022
Edge-Computing-Based Intelligent IoT: Architectures, Algorithms and Applications.
Sensors, 2022

Exploiting the Computational Path Diversity with In-network Computing for MEC.
Proceedings of the 19th Annual IEEE International Conference on Sensing, 2022

Formulating Interference-aware Data Delivery Strategies in Edge Storage Systems.
Proceedings of the 51st International Conference on Parallel Processing, 2022

Enabling Latency-Sensitive DNN Inference via Joint Optimization of Model Surgery and Resource Allocation in Heterogeneous Edge.
Proceedings of the 51st International Conference on Parallel Processing, 2022

Towards the Full Extensibility of Multipath TCP with eMPTCP.
Proceedings of the 30th IEEE International Conference on Network Protocols, 2022

Federated Learning Client Selection Mechanism Under System and Data Heterogeneity.
Proceedings of the 25th IEEE International Conference on Computer Supported Cooperative Work in Design, 2022

Last-mile Matters: Mitigating the Tail Latency of Virtualized Networks with Multipath Data Plane.
Proceedings of the IEEE International Conference on Cluster Computing, 2022

ColorByte: A real time MOT method using fast appearance feature based on ByteTrack.
Proceedings of the Tenth International Conference on Advanced Cloud and Big Data, 2022

A Kubernetes-Oriented Edge Network Orchestrator for Heterogeneous Environment.
Proceedings of the Tenth International Conference on Advanced Cloud and Big Data, 2022

2021
Dynamic Path Based DNN Synergistic Inference Acceleration in Edge Computing Environment.
Proceedings of the 27th IEEE International Conference on Parallel and Distributed Systems, 2021

Enabling Low Latency Edge Intelligence based on Multi-exit DNNs in the Wild.
Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021

A CPU Load-awared Virtual Router Placement Strategy in Cloud Network.
Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021

Towards Tunable RDMA Parameter Selection at Runtime for Datacenter Applications.
Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021

PipePar: A Pipelined Hybrid Parallel Approach for Accelerating Distributed DNN Training.
Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021

Flow Characteristics Estimation Based On Multilayer Virtual Active Counter Sharing in Data Center Network.
Proceedings of the Ninth International Conference on Advanced Cloud and Big Data, 2021

Accelerating Multi-Object Tracking in Edge Computing Environment with Time-Spatial Optimization.
Proceedings of the Ninth International Conference on Advanced Cloud and Big Data, 2021

2020
Facilitating Application-Aware Bandwidth Allocation in the Cloud with One-Step-Ahead Traffic Information.
IEEE Trans. Serv. Comput., 2020

Accelerating Skycube Computation with Partial and Parallel Processing for Service Selection.
IEEE Trans. Serv. Comput., 2020

Towards tenant demand-aware bandwidth allocation strategy in cloud datacenter.
Future Gener. Comput. Syst., 2020

Emerging intelligent big data analytics for cloud and edge computing.
Concurr. Comput. Pract. Exp., 2020

ParaGraph: Subgraph-Level Network Function Composition With Delay Balanced Parallelism.
IEEE Access, 2020

S-MAC: Achieving High Scalability via Adaptive Scheduling in LPWAN.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Distributed and Optimal RDMA Resource Scheduling in Shared Data Center Networks.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

2019
GStar: an efficient framework for answering top-k star queries on billion-node knowledge graphs.
World Wide Web, 2019

Cloud computing-based big data processing and intelligent analytics.
Concurr. Comput. Pract. Exp., 2019

Towards a General Prediction System for the Primary Delay in Urban Railways.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

ADDA: Adaptive Distributed DNN Inference Acceleration in Edge Computing Environment.
Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019

ParaNF: Enabling Delay-Balanced Network Function Parallelism in NFV.
Proceedings of the 23rd IEEE International Conference on Computer Supported Cooperative Work in Design, 2019

2018
Throughput Maximization for the Wireless Powered Communication in Green Cities.
IEEE Trans. Ind. Informatics, 2018

Fast multi-resource allocation with patterns in large scale cloud data center.
J. Comput. Sci., 2018

Advances in cloud computing and big data analytics.
Concurr. Comput. Pract. Exp., 2018

Distributed storage system for electric power data based on Hbase.
Big Data Min. Anal., 2018

An Effective Model for Edge-Side Collaborative Storage in Data-Intensive Edge Computing.
Proceedings of the 22nd IEEE International Conference on Computer Supported Cooperative Work in Design, 2018

Ensemble Machine Learning Systems for the Estimation of Steel Quality Control.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

(WIP) Evaluation of a Cloud-Based System for Delivering Adaptive Micro Open Education Resource to Fresh Learners.
Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

2017
Towards a fast and secure design for enterprise-oriented cloud storage systems.
Concurr. Comput. Pract. Exp., 2017

Enabling application-aware flexible graph partition mechanism for parallel graph processing systems.
Concurr. Comput. Pract. Exp., 2017

New trends and innovative methods in cloud computing and big data.
Concurr. Comput. Pract. Exp., 2017

Recent advances in big data analysis and application.
Concurr. Comput. Pract. Exp., 2017

GScheduler: Optimizing resource provision by using GPU usage pattern extraction in cloud environments.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Virtual network fault diagnosis mechanism based on fault injection.
Proceedings of the 21st IEEE International Conference on Computer Supported Cooperative Work in Design, 2017

A Novel Solution of Cloud Operating System Based on X11 and Docker.
Proceedings of the Fifth International Conference on Advanced Cloud and Big Data, 2017

2016
Elastic resource provisioning for scientific workflow scheduling in cloud under budget and deadline constraints.
Clust. Comput., 2016

A client-side directory prefetching mechanism for GlusterFS.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

AppBag: Application-Aware Bandwidth Allocation for Virtual Machines in Cloud Environment.
Proceedings of the 45th International Conference on Parallel Processing, 2016

Resource provisioning optimization for service hosting on cloud platform.
Proceedings of the 20th IEEE International Conference on Computer Supported Cooperative Work in Design, 2016

ECStor: A Flexible Enterprise-Oriented Cloud Storage System Based on GlusterFS.
Proceedings of the International Conference on Advanced Cloud and Big Data, 2016

Time Series Based Bandwidth Allocation Strategy in Cloud Datacenter.
Proceedings of the International Conference on Advanced Cloud and Big Data, 2016

2015
Scientific workflow scheduling in non-dedicated heterogeneous multicluster with advance reservations.
Integr. Comput. Aided Eng., 2015

Stochastic modeling of dynamic right-sizing for energy-efficiency in cloud data centers.
Future Gener. Comput. Syst., 2015

Towards optimized scheduling for data-intensive scientific workflow in multiple datacenter environment.
Concurr. Comput. Pract. Exp., 2015

Optimizing data placement in heterogeneous Hadoop clusters.
Clust. Comput., 2015

Two-Phase Online Virtual Machine Placement in Heterogeneous Cloud Data Center.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

Computing service Skyeube for web service selection.
Proceedings of the 19th IEEE International Conference on Computer Supported Cooperative Work in Design, 2015

Superblock: An Application-Aware Dynamic Partition Strategy for Large-Scale Graph.
Proceedings of the Third International Conference on Advanced Cloud and Big Data, 2015

2014
A Performance Fluctuation-Aware Stochastic Scheduling Mechanism for Workflow Applications in Cloud Environment.
IEICE Trans. Inf. Syst., 2014

OATS: online aggregation with two-level sharing strategy in cloud.
Distributed Parallel Databases, 2014

Game theory based dynamic resource allocation for hybrid environment with cloud and big data application.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

A Sampling-Based Hybrid Approximate Query Processing System in the Cloud.
Proceedings of the 43rd International Conference on Parallel Processing, 2014

Cost-Effective Virtual Machine Image Replication Management for Cloud Data Centers.
Proceedings of the 2014 IEEE International Conference on High Performance Computing and Communications, 2014

A budget and deadline aware scientific workflow resource provisioning and scheduling mechanism for cloud.
Proceedings of the IEEE 18th International Conference on Computer Supported Cooperative Work in Design, 2014

SLDP: A Novel Data Placement Strategy for Large-Scale Heterogeneous Hadoop Cluster.
Proceedings of the Second International Conference on Advanced Cloud and Big Data, 2014

Data Placement and Task Scheduling Optimization for Data Intensive Scientific Workflow in Multiple Data Centers Environment.
Proceedings of the Second International Conference on Advanced Cloud and Big Data, 2014

Multi-Q: Multiple Queries Optimization Based on MapReduce in Cloud.
Proceedings of the Second International Conference on Advanced Cloud and Big Data, 2014

2013
Scheduling of scientific workflow in non-dedicated heterogeneous multicluster platform.
J. Syst. Softw., 2013

Partition-Based Online Aggregation with Shared Sampling in the Cloud.
J. Comput. Sci. Technol., 2013

A Personalized Hybrid Recommendation System Oriented to E-Commerce Mass Data in the Cloud.
Proceedings of the IEEE International Conference on Systems, 2013

An Improved Genetic Algorithm for Cost-Effective Data-Intensive Service Composition.
Proceedings of the Ninth International Conference on Semantics, Knowledge and Grids, 2013

Doing Better Business: Trading a Little Execution Time for High Energy Saving under SLA Constraints.
Proceedings of the IEEE 10th International Conference on e-Business Engineering, 2013

Dynamic Resource Management in a HPC and Cloud Hybrid Environment.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2013

Scheduling Parallel Task Graphs on non-dedicated heterogeneous multicluster platform with Moldable Task Duplication.
Proceedings of the 2013 IEEE 17th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2013

Cost and Time Aware Ant Colony Algorithm for Data Replica in Alpha Magnetic Spectrometer Experiment.
Proceedings of the IEEE International Congress on Big Data, 2013

2012
An effective data aggregation based adaptive long term CPU load prediction mechanism on computational grid.
Future Gener. Comput. Syst., 2012

Performance evaluation and analysis of SEU Cloud Computing Platform - Using general benchmarks and real world AMS application.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

TASS: Transaction Assurance in Service Selection.
Proceedings of the 2012 IEEE 19th International Conference on Web Services, 2012

Heterogeneity-Aware Optimal Power Allocation in Data Center Environments.
Proceedings of the Pervasive Computing and the Networked World, 2012

Improving Online Aggregation Performance for Skewed Data Distribution.
Proceedings of the Database Systems for Advanced Applications, 2012

2011
QoS Preference-Aware Replica Selection Strategy Using MapReduce-Based PGA in Data Grids.
Proceedings of the International Conference on Parallel Processing, 2011

Social Attribute Based Web Service Information Publication Mechanism in Delay Tolerant Network.
Proceedings of the 14th IEEE International Conference on Computational Science and Engineering, 2011

Load-aware based adaptive rescheduling mechanism for workflow application.
Proceedings of the 2011 15th International Conference on Computer Supported Cooperative Work in Design, 2011

BAR: An Efficient Data Locality Driven Task Scheduling Algorithm for Cloud Computing.
Proceedings of the 11th IEEE/ACM International Symposium on Cluster, 2011

2010
Multi-Agent Coordination for Service Composition.
Proceedings of the Agent-Based Service-Oriented Computing, 2010

A novel task scheduling algorithm based on dynamic critical path and effective duplication for pervasive computing environment.
Wirel. Commun. Mob. Comput., 2010

A context-aware personalized resource recommendation for pervasive learning.
Clust. Comput., 2010

Resource Load Based Stochastic DAGs Scheduling Mechanism for Grid Environment.
Proceedings of the 12th IEEE International Conference on High Performance Computing and Communications, 2010

SLA-Based Resource Co-Allocation in Multi-Cluster Grid.
Proceedings of the Global Communications Conference, 2010

Data Aggregation based Adaptive Long term load Prediction mechanism in Grid environment.
Proceedings of the 2010 14th International Conference on Computer Supported Cooperative Work in Design, 2010

2007
QoS Deviation Distance Based Negotiation Algorithm in Grid Resource Advance Reservation.
Proceedings of the 11th International Conference on Computer Supported Cooperative Work in Design, 2007

QoS Matching Offset Oriented Resource Clustering Scheduling Algorithm in Grid Environment.
Proceedings of the 11th International Conference on Computer Supported Cooperative Work in Design, 2007

2006
A Grid Task Scheduling Algorithm Based on QoS Priority Grouping.
Proceedings of the Grid and Cooperative Computing, 2006

Measurement Model of Grid QoS and Multi-dimensional QoS Scheduling.
Proceedings of the Computer Supported Cooperative Work in Design III, 2006


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