Shangguang Wang

Orcid: 0000-0001-7245-1298

According to our database1, Shangguang Wang authored at least 338 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Accelerating Vertical Federated Learning.
IEEE Trans. Big Data, December, 2024

Reinforcement Learning-Based Online Scheduling of Multiple Workflows in Edge Environment.
IEEE Trans. Netw. Serv. Manag., October, 2024

Communication-Efficient Satellite-Ground Federated Learning Through Progressive Weight Quantization.
IEEE Trans. Mob. Comput., September, 2024

Reliability-Aware Task Replication for Mobile Edge Computing.
IEEE Internet Things J., July, 2024

Seamless Cross-Edge Service Migration for Real-Time Rendering Applications.
IEEE Trans. Mob. Comput., June, 2024

Deep Reinforcement Learning Empowered Resource Allocation in Vehicular Fog Computing.
IEEE Trans. Veh. Technol., May, 2024

A Comprehensive Deep Learning Library Benchmark and Optimal Library Selection.
IEEE Trans. Mob. Comput., May, 2024

Coordination of networking and computing: toward new information infrastructure and new services mode.
Frontiers Inf. Technol. Electron. Eng., May, 2024

Reliability-Aware Proactive Offloading in Mobile Edge Computing Using Stackelberg Game Approach.
IEEE Internet Things J., May, 2024

Spatial-Temporal Graph Attention Gated Recurrent Transformer Network for Traffic Flow Forecasting.
IEEE Internet Things J., April, 2024

Multiparticipant Double Auction for Resource Allocation and Pricing in Edge Computing.
IEEE Internet Things J., April, 2024

Enabling Streaming Analytics in Satellite Edge Computing via Timely Evaluation of Big Data Queries.
IEEE Trans. Parallel Distributed Syst., January, 2024

A Resource-Efficient Feature Extraction Framework for Image Processing in IoT Devices.
IEEE Trans. Mob. Comput., January, 2024

Energy-Efficient Federated Training on Mobile Device.
IEEE Netw., January, 2024

A Survey of Next-generation Computing Technologies in Space-air-ground Integrated Networks.
ACM Comput. Surv., January, 2024

Decentralized Cooperative Caching and Offloading for Virtual Reality Task Based on GAN-Powered Multi-Agent Reinforcement Learning.
IEEE Trans. Serv. Comput., 2024

Battery-Aware Energy Optimization for Satellite Edge Computing.
IEEE Trans. Serv. Comput., 2024

Online Request Replication for Obtaining Fresh Information Under Pull Model.
IEEE Internet Things J., 2024

LLM-Based Misconfiguration Detection for AWS Serverless Computing.
CoRR, 2024

LoRA-C: Parameter-Efficient Fine-Tuning of Robust CNN for IoT Devices.
CoRR, 2024

Recall: Empowering Multimodal Embedding for Edge Devices.
CoRR, 2024

MobileViews: A Large-Scale Mobile GUI Dataset.
CoRR, 2024

FedMoE: Personalized Federated Learning via Heterogeneous Mixture of Experts.
CoRR, 2024

Variational Multi-Modal Hypergraph Attention Network for Multi-Modal Relation Extraction.
CoRR, 2024

FOOL: Addressing the Downlink Bottleneck in Satellite Computing with Neural Feature Compression.
CoRR, 2024

Lightweight Protection for Privacy in Offloaded Speech Understanding.
CoRR, 2024

A Survey of Resource-efficient LLM and Multimodal Foundation Models.
CoRR, 2024

Towards Energy-efficient Federated Learning via INT8-based Training on Mobile DSPs.
Proceedings of the ACM on Web Conference 2024, 2024

Context-based Fast Recommendation Strategy for Long User Behavior Sequence in Meituan Waimai.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Contextual MAB Oriented Embedding Denoising for Sequential Recommendation.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

High-density Mobile Cloud Gaming on Edge SoC Clusters.
Proceedings of the 2024 USENIX Annual Technical Conference, 2024

More is Different: Prototyping and Analyzing a New Form of Edge Server with Massive Mobile SoCs.
Proceedings of the 2024 USENIX Annual Technical Conference, 2024

FwdLLM: Efficient Federated Finetuning of Large Language Models with Perturbed Inferences.
Proceedings of the 2024 USENIX Annual Technical Conference, 2024

An Empirical Study of Rust-for-Linux: The Success, Dissatisfaction, and Compromise.
Proceedings of the 2024 USENIX Annual Technical Conference, 2024

POSTER: An End-to-End Study on Performance and Reliability of LEO Satellite-Terrestrial Data Links.
Proceedings of the ACM SIGCOMM 2024 Conference: Posters and Demos, 2024

POSTER: Adaptive Load Balancing with Flow Block for LLM.
Proceedings of the ACM SIGCOMM 2024 Conference: Posters and Demos, 2024

An Enhancement Framework for RDMA Congestion Control in Multi-tenant Datacenters.
Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

Global Prosperity or Local Monopoly? Understanding the Geography of App Popularity.
Proceedings of the 21st IEEE/ACM International Conference on Mining Software Repositories, 2024

Mobile Foundation Model as Firmware.
Proceedings of the 30th Annual International Conference on Mobile Computing and Networking, 2024

Deciphering the Enigma of Satellite Computing with COTS Devices: Measurement and Analysis.
Proceedings of the 30th Annual International Conference on Mobile Computing and Networking, 2024

Multi-Modal Inductive Framework for Text-Video Retrieval.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Energy-Aware Satellite-Ground Co-Inference via Layer-Wise Processing Schedule Optimization.
Proceedings of the 15th Asia-Pacific Symposium on Internetware, 2024

Resource-efficient In-orbit Detection of Earth Objects.
Proceedings of the IEEE INFOCOM 2024, 2024

Flexible Shadow: Enhancing Service Reliability in Resource-Constrained Edge Computing.
Proceedings of the IEEE International Conference on Web Services, 2024

Profit-Aware Task Allocation in Satellite Computing.
Proceedings of the IEEE International Conference on Web Services, 2024

Towards Effective Next POI Prediction: Spatial and Semantic Augmentation with Remote Sensing Data.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Collaborative Inference in DNN-Based Satellite Systems with Dynamic Task Streams.
Proceedings of the IEEE International Conference on Communications, 2024

FedRDMA: Communication-Efficient Cross-Silo Federated LLM via Chunked RDMA Transmission.
Proceedings of the 4th Workshop on Machine Learning and Systems, 2024

Urban Traffic Accident Risk Prediction Revisited: Regionality, Proximity, Similarity and Sparsity.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2024 IEEE World Congress on Services (SERVICES), Message from Shangguang Wang, Chair of IEEE Computer Society (IEEECS) Technical Community on Services Computing (TCSVC).
Proceedings of the IEEE International Conference on Software Services Engineering, 2024

2024 IEEE World Congress on Services (SERVICES).
Proceedings of the 17th IEEE International Conference on Cloud Computing, 2024

2024 IEEE International Conference on Cloud Computing, Message from the Chairs.
Proceedings of the 17th IEEE International Conference on Cloud Computing, 2024

5G Edge Computing - Technologies, Applications and Future Visions
Springer, ISBN: 978-981-97-0212-1, 2024

2023
Demystifying the QoS and QoE of Edge-hosted Video Streaming Applications in the Wild with SNESet.
Proc. ACM Manag. Data, December, 2023

Online Service Request Duplicating for Vehicular Applications.
IEEE Trans. Mob. Comput., July, 2023

Dependent task offloading mechanism for cloud-edge-device collaboration.
J. Netw. Comput. Appl., July, 2023

User-Oriented Edge Node Grouping in Mobile Edge Computing.
IEEE Trans. Mob. Comput., June, 2023

Dynamic Task Scheduling in Cloud-Assisted Mobile Edge Computing.
IEEE Trans. Mob. Comput., April, 2023

Service Routing in Multi-Tier Edge Computing: A Matching Game Approach.
IEEE J. Sel. Areas Commun., March, 2023

TFormer: A Transmission-Friendly ViT Model for IoT Devices.
IEEE Trans. Parallel Distributed Syst., February, 2023

Intelligent and Collaborative Orchestration of Network Slices.
IEEE Trans. Serv. Comput., 2023

Dependent Application Offloading in Edge Computing.
IEEE Trans. Cloud Comput., 2023

AoI-Aware Partial Computation Offloading in IIoT With Edge Computing: A Deep Reinforcement Learning Based Approach.
IEEE Trans. Cloud Comput., 2023

Towards Diversified IoT Image Recognition Services in Mobile Edge Computing.
IEEE Trans. Cloud Comput., 2023

Automatic Road Extraction with Multi-Source Data Revisited: Completeness, Smoothness and Discrimination.
Proc. VLDB Endow., 2023

Reinforcement learning-enabled efficient data gathering in underground wireless sensor networks.
Pers. Ubiquitous Comput., 2023

AI-SPACE: A Cloud-Edge Aggregated Artificial Intelligent Architecture for Tiansuan Constellation-Assisted Space-Terrestrial Integrated Networks.
IEEE Netw., 2023

Task offloading in mmWave based 5G vehicular cloud computing.
J. Ambient Intell. Humaniz. Comput., 2023

Satellite Computing: Vision and Challenges.
IEEE Internet Things J., 2023

A fairness aware service recommendation method in service ecosystem.
Int. J. Web Grid Serv., 2023

A survey on the optimisation of age of information in wireless networks.
Int. J. Web Grid Serv., 2023

Service migration in mobile edge computing: A deep reinforcement learning approach.
Int. J. Commun. Syst., 2023

The First Verification Test of Space-Ground Collaborative Intelligence via Cloud-Native Satellites.
CoRR, 2023

Rethinking Mobile AI Ecosystem in the LLM Era.
CoRR, 2023

EdgeMoE: Fast On-Device Inference of MoE-based Large Language Models.
CoRR, 2023

Federated Fine-tuning of Billion-Sized Language Models across Mobile Devices.
CoRR, 2023

ELASTIC: Edge Workload Forecasting based on Collaborative Cloud-Edge Deep Learning.
Proceedings of the ACM Web Conference 2023, 2023

Communicative MARL-based Relevance Discerning Network for Repetition-Aware Recommendation.
Proceedings of the ACM Web Conference 2023, 2023

SABM: Adaptive Backup Mechanism for Satellite Services.
Proceedings of the 1st ACM MobiCom Workshop on Satellite Networking and Computing, 2023

Boosting DNN Cold Inference on Edge Devices.
Proceedings of the 21st Annual International Conference on Mobile Systems, 2023

Federated Few-Shot Learning for Mobile NLP.
Proceedings of the 29th Annual International Conference on Mobile Computing and Networking, 2023

Efficient Federated Learning for Modern NLP.
Proceedings of the 29th Annual International Conference on Mobile Computing and Networking, 2023

Understanding and Tackling Label Errors in Deep Learning-Based Vulnerability Detection (Experience Paper).
Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2023

Evaluating and Enhancing the Robustness of Federated Learning System against Realistic Data Corruption.
Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023

Privacy as a Resource in Differentially Private Federated Learning.
Proceedings of the IEEE INFOCOM 2023, 2023

Container Image Similarity-Aware Resource Provisioning for Serverless Edge Computing.
Proceedings of the IEEE International Conference on Web Services, 2023

Task Offloading Based on Application Hit Ratio.
Proceedings of the IEEE International Conference on Web Services, 2023

A Reliable Data Transmission Service for Tiansuan Constellation.
Proceedings of the IEEE International Conference on Web Services, 2023

Seed Feature Maps-based CNN Models for LEO Satellite Remote Sensing Services.
Proceedings of the IEEE International Conference on Web Services, 2023

Niagara: Scheduling DNN Inference Services on Heterogeneous Edge Processors.
Proceedings of the Service-Oriented Computing - 21st International Conference, 2023

Optimizing Space-Borne Computation: A Reliability Enhancement Framework for LEO Constellation.
Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

Evolution to 6G for Satellite NTN Integration: From Networking Perspective.
Proceedings of the 31st IEEE International Conference on Network Protocols, 2023

Cooperative Content Caching and Distribution for Satellite CDNs.
Proceedings of the 31st IEEE International Conference on Network Protocols, 2023

Carbon Trading Based on Consortium Chain: Building, Modeling, and Analysis.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2023

Towards Practical Few-shot Federated NLP.
Proceedings of the 3rd Workshop on Machine Learning and Systems, 2023

Satellite Computing: A Case Study of Cloud-Native Satellites.
Proceedings of the IEEE International Conference on Edge Computing and Communications, 2023

Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing with Non-Learnable Primitives.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Tutorial: Data Denoising Metrics in Recommender Systems.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

FedAdapter: Efficient Federated Learning for Mobile NLP.
Proceedings of the ACM Turing Award Celebration Conference - China 2023, 2023

Message from Shangguang Wang Chair of IEEE Computer Society (IEEE-CS) Technical Community on Services Computing (TCSVC).
Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023

2022
Providing Reliable Service for Parked-vehicle-assisted Mobile Edge Computing.
ACM Trans. Internet Techn., November, 2022

Multiservice Reliability Evaluation Algorithm Considering Network Congestion and Regional Failure Based on Petri Net.
IEEE Trans. Serv. Comput., 2022

Guest Editor's Introduction: Special Section on EdgeAI as a Service.
IEEE Trans. Serv. Comput., 2022

QoS Driven Task Offloading With Statistical Guarantee in Mobile Edge Computing.
IEEE Trans. Mob. Comput., 2022

Resource-Aware Feature Extraction in Mobile Edge Computing.
IEEE Trans. Mob. Comput., 2022

Guest Editorial Special Issue on Space-Air-Ground Integrated Networks for Intelligent Transportation Systems.
IEEE Trans. Intell. Transp. Syst., 2022

A Cloud-Edge Collaboration Framework for Cognitive Service.
IEEE Trans. Cloud Comput., 2022

Artificial Intelligence Powered Mobile Networks: From Cognition to Decision.
IEEE Netw., 2022

Incorporating Distributed DRL Into Storage Resource Optimization of Space-Air-Ground Integrated Wireless Communication Network.
IEEE J. Sel. Top. Signal Process., 2022

Service-Oriented Resource Allocation for Blockchain-Empowered Mobile Edge Computing.
IEEE J. Sel. Areas Commun., 2022

Buffer-Aware Virtual Reality Video Streaming With Personalized and Private Viewport Prediction.
IEEE J. Sel. Areas Commun., 2022

Reinforcement learning for cost-effective IoT service caching at the edge.
J. Parallel Distributed Comput., 2022

Task Offloading and Resource Allocation for IoV Using 5G NR-V2X Communication.
IEEE Internet Things J., 2022

Reliability-Enhanced Task Offloading in Mobile Edge Computing Environments.
IEEE Internet Things J., 2022

Optimized Task Allocation for IoT Application in Mobile-Edge Computing.
IEEE Internet Things J., 2022

Request Scheduling Combined With Load Balancing in Mobile-Edge Computing.
IEEE Internet Things J., 2022

Profit-Aware Edge Server Placement.
IEEE Internet Things J., 2022

Service Coverage for Satellite Edge Computing.
IEEE Internet Things J., 2022

Price-Aware Service Deployment in Hierarchical Mobile-Edge Computing.
IEEE Internet Things J., 2022

Edge/Cloud-Assisted Feature Extraction in IoT Devices.
IEEE Internet Things J., 2022

5G-Enabled MEC: A Distributed Traffic Steering for Seamless Service Migration of Internet of Vehicles.
IEEE Internet Things J., 2022

Cost-aware edge server placement.
Int. J. Web Grid Serv., 2022

Survey on tracking and registration technology for mobile augmented reality.
Int. J. Web Grid Serv., 2022

SoC-Cluster as an Edge Server: an Application-driven Measurement Study.
CoRR, 2022

Federated NLP in Few-shot Scenarios.
CoRR, 2022

AUG-FedPrompt: Practical Few-shot Federated NLP with Data-augmented Prompts.
CoRR, 2022

From Earth to Space: A First Deployment of 5G Core Network on Satellite.
CoRR, 2022

Device-centric Federated Analytics At Ease.
CoRR, 2022

Mandheling: Mixed-Precision On-Device DNN Training with DSP Offloading.
CoRR, 2022

Understanding and Optimizing Deep Learning Cold-Start Latency on Edge Devices.
CoRR, 2022

AutoFedNLP: An efficient FedNLP framework.
CoRR, 2022

CE-Fed: Communication efficient multi-party computation enabled federated learning.
Array, 2022

A Comprehensive Benchmark of Deep Learning Libraries on Mobile Devices.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Commutativity-guaranteed Docker Image Reconstruction towards Effective Layer Sharing.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Multi-Dimensional Resource Optimal Allocation Scheme for Tiansuan Constellation.
Proceedings of the 14th International Conference on Wireless Communications and Signal Processing, 2022

Towards Robust Intelligence in Space.
Proceedings of the IEEE Smartworld, 2022

Demystifying "removed reviews" in iOS app store.
Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

Congestion Detection and Link Control via Feedback in RDMA Transmission.
Proceedings of the International Conference on Service Science, 2022

Mandheling: mixed-precision on-device DNN training with DSP offloading.
Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022

Position Paper: Renovating Edge Servers with ARM SoCs.
Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, 2022

Cooperative Computation Offloading in Multi-tier Satellite Terrestrial Network.
Proceedings of the Big Data Intelligence and Computing, 2022

Collaborative Mobile Edge Computing Through UPF Selection.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2022

2021
Towards Green Service Composition Approach in the Cloud.
IEEE Trans. Serv. Comput., 2021

Operating Systems for Resource-adaptive Intelligent Software: Challenges and Opportunities.
ACM Trans. Internet Techn., 2021

Availability- and Traffic-Aware Placement of Parallelized SFC in Data Center Networks.
IEEE Trans. Netw. Serv. Manag., 2021

Delay-Aware Microservice Coordination in Mobile Edge Computing: A Reinforcement Learning Approach.
IEEE Trans. Mob. Comput., 2021

A Cloud-Guided Feature Extraction Approach for Image Retrieval in Mobile Edge Computing.
IEEE Trans. Mob. Comput., 2021

Cognitive Service Architecture for 6G Core Network.
IEEE Trans. Ind. Informatics, 2021

Cost-Efficient Resource Provisioning for Dynamic Requests in Cloud Assisted Mobile Edge Computing.
IEEE Trans. Cloud Comput., 2021

Guest Editorial: Special issue on blockchain and decentralized applications.
Softw. Pract. Exp., 2021

Reinforcement Learning for Security-Aware Workflow Application Scheduling in Mobile Edge Computing.
Secur. Commun. Networks, 2021

Resource management of GEO relays for real-time remote sensing.
Peer-to-Peer Netw. Appl., 2021

Edge-Enabled Distributed Deep Learning for 5G Privacy Protection.
IEEE Netw., 2021

Service Coordination in the Space-Air-Ground Integrated Network.
IEEE Netw., 2021

Enabling Technologies for Energy Cloud.
J. Parallel Distributed Comput., 2021

A Blockchain-Enabled Energy-Efficient Data Collection System for UAV-Assisted IoT.
IEEE Internet Things J., 2021

Freshness-Aware Information Update and Computation Offloading in Mobile-Edge Computing.
IEEE Internet Things J., 2021

Joint Placement of UPF and Edge Server for 6G Network.
IEEE Internet Things J., 2021

An overview of compute first networking.
Int. J. Web Grid Serv., 2021

Virtual vehicle based on incremental learning for navigation service.
Int. J. Web Grid Serv., 2021

SPASC: Strategy-proof auction mechanism with cost and QoS incentive for service composition.
Concurr. Comput. Pract. Exp., 2021

Multi-agent reinforcement learning for cost-aware collaborative task execution in energy-harvesting D2D networks.
Comput. Networks, 2021

Performance Analysis of Adaptive Bitrate Algorithms for Multi-user DASH Video Streaming.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

Towards Green Service Composition Approach in the Cloud.
Proceedings of the IEEE World Congress on Services, 2021

Towards Ubiquitous Learning: A First Measurement of On-Device Training Performance.
Proceedings of the EMDL@MobiSys 2021: Proceedings of the 5th International Workshop on Embedded and Mobile Deep Learning, 2021

From cloud to edge: a first look at public edge platforms.
Proceedings of the IMC '21: ACM Internet Measurement Conference, 2021

On the Aggregated Resource Management for Satellite Edge Computing.
Proceedings of the ICC 2021, 2021

Joint UAV Location and Resource Allocation for Air-Ground Integrated Federated Learning.
Proceedings of the IEEE Global Communications Conference, 2021

Tiansuan Constellation: An Open Research Platform.
Proceedings of the IEEE International Conference on Edge Computing, 2021

Towards Sustainable Satellite Edge Computing.
Proceedings of the IEEE International Conference on Edge Computing, 2021

Task Offloading and Resource Allocation for Container-enabled Mobile Edge Computing.
Proceedings of the IEEE International Conference on Services Computing, 2021

Challenges and Opportunities in Space Service Computing.
Proceedings of the IEEE International Conference on Services Computing, 2021

2020
Deep Reinforcement Learning for Performance-Aware Adaptive Resource Allocation in Mobile Edge Computing.
Wirel. Commun. Mob. Comput., 2020

Towards Service Composition Aware Virtual Machine Migration Approach in the Cloud.
IEEE Trans. Serv. Comput., 2020

Availability-Aware Virtual Cluster Allocation in Bandwidth-Constrained Datacenters.
IEEE Trans. Serv. Comput., 2020

Joint Availability Enhancement and Traffic Optimization of Virtual Cluster Allocation in Cloud Datacenters.
IEEE Trans. Netw. Serv. Manag., 2020

Availability-Aware and Energy-Efficient Virtual Cluster Allocation Based on Multi-Objective Optimization in Cloud Datacenters.
IEEE Trans. Netw. Serv. Manag., 2020

Service Composition in Cyber-Physical-Social Systems.
IEEE Trans. Emerg. Top. Comput., 2020

Towards Network-Aware Service Composition in the Cloud.
IEEE Trans. Cloud Comput., 2020

User allocation-aware edge cloud placement in mobile edge computing.
Softw. Pract. Exp., 2020

Convergence of Networking and Cloud/Edge Computing: Status, Challenges, and Opportunities.
IEEE Netw., 2020

LMM: latency-aware micro-service mashup in mobile edge computing environment.
Neural Comput. Appl., 2020

An efficient task offloading scheme in vehicular edge computing.
J. Cloud Comput., 2020

Path Selection for Seamless Service Migration in Vehicular Edge Computing.
IEEE Internet Things J., 2020

Dependency-Aware Task Scheduling in Vehicular Edge Computing.
IEEE Internet Things J., 2020

Cultural distance for service composition in cyber-physical-social systems.
Future Gener. Comput. Syst., 2020

Dimensionality reduction via preserving local information.
Future Gener. Comput. Syst., 2020

SLA-driven container consolidation with usage prediction for green cloud computing.
Frontiers Comput. Sci., 2020

Hierarchical Federated Learning through LAN-WAN Orchestration.
CoRR, 2020

Heterogeneity-Aware Federated Learning.
CoRR, 2020

FARM: A Fairness-Aware Recommendation Method for High Visibility and Low Visibility Mobile APPs.
IEEE Access, 2020

Air-Ground Integrated Mobile Edge Networks: A Survey.
IEEE Access, 2020

Service Orchestration for Integrating Edge Computing and 5G Network: State of the Art and Challenges.
Proceedings of the 2020 IEEE World Congress on Services, 2020

Cooperative Service Caching and Workload Scheduling in Mobile Edge Computing.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Cognitive Service in Mobile Edge Computing.
Proceedings of the 2020 IEEE International Conference on Web Services, 2020

Two-Phase Multi-Party Computation Enabled Privacy-Preserving Federated Learning.
Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

Adaptive Edge Resource Allocation for Maximizing the Number of Tasks Completed on Time: A Deep Q-Learning Approach.
Proceedings of the Blockchain and Trustworthy Systems - Second International Conference, 2020

2019
Corrigendum to "A Survey on Vehicular Edge Computing: Architecture, Applications, Technical Issues, and Future Directions".
Wirel. Commun. Mob. Comput., 2019

A Survey on Vehicular Edge Computing: Architecture, Applications, Technical Issues, and Future Directions.
Wirel. Commun. Mob. Comput., 2019

Security and Cost-Aware Computation Offloading via Deep Reinforcement Learning in Mobile Edge Computing.
Wirel. Commun. Mob. Comput., 2019

Multi-Dimensional QoS Prediction for Service Recommendations.
IEEE Trans. Serv. Comput., 2019

Efficient Range Queries for Large-Scale Sensor-Augmented RFID Systems.
IEEE/ACM Trans. Netw., 2019

Reward or Penalty: Aligning Incentives of Stakeholders in Crowdsourcing.
IEEE Trans. Mob. Comput., 2019

Appropriate points choosing for subspace learning over image classification.
J. Supercomput., 2019

A Blockchain-Enabled Trustless Crowd-Intelligence Ecosystem on Mobile Edge Computing.
IEEE Trans. Ind. Informatics, 2019

Erratum to: Real-time, large-scale duplicate image detection method based on multi-feature fusion.
J. Real Time Image Process., 2019

Edge server placement in mobile edge computing.
J. Parallel Distributed Comput., 2019

QoS prediction for service recommendations in mobile edge computing.
J. Parallel Distributed Comput., 2019

Security modeling and efficient computation offloading for service workflow in mobile edge computing.
Future Gener. Comput. Syst., 2019

ECDU: an edge content delivery and update framework in Mobile edge computing.
EURASIP J. Wirel. Commun. Netw., 2019

Aggregated multi-attribute query processing in edge computing for industrial IoT applications.
Comput. Networks, 2019

Virtual machine placement with (m, n)-fault tolerance in cloud data center.
Clust. Comput., 2019

Evaluation of Throughput Prediction for Adaptive Bitrate Control Using Trace-Based Emulation.
IEEE Access, 2019

Network Cloudification Enabling Network - Cloud/Fog Service Unification: State of the Art and Challenges.
Proceedings of the 2019 IEEE World Congress on Services, 2019

Task Planning with Manual Intervention Using Improved JSHOP2 Planner.
Proceedings of the Internet of Vehicles. Technologies and Services Toward Smart Cities, 2019

Multi-task Planning with the Consideration of Task Priority.
Proceedings of the Internet of Vehicles. Technologies and Services Toward Smart Cities, 2019

2018
Overview on Fault Tolerance Strategies of Composite Service in Service Computing.
Wirel. Commun. Mob. Comput., 2018

Service Migration in Mobile Edge Computing.
Wirel. Commun. Mob. Comput., 2018

Intrusion Detection System Based on Decision Tree over Big Data in Fog Environment.
Wirel. Commun. Mob. Comput., 2018

Mobile Edge Computing.
Wirel. Commun. Mob. Comput., 2018

Fog Computing: An Overview of Big IoT Data Analytics.
Wirel. Commun. Mob. Comput., 2018

Using Proactive Fault-Tolerance Approach to Enhance Cloud Service Reliability.
IEEE Trans. Cloud Comput., 2018

HPC Software and Programming Environments for Big Data Applications.
Sci. Program., 2018

Hierarchical Discriminant Analysis.
Sensors, 2018

A novel digital twin-centric approach for driver intention prediction and traffic congestion avoidance.
J. Reliab. Intell. Environ., 2018

Correction to: Reliable and efficient big service selection.
Inf. Syst. Frontiers, 2018

ECD: An Edge Content Delivery and Update Framework in Mobile Edge Computing.
CoRR, 2018

Support for spot virtual machine purchasing simulation.
Clust. Comput., 2018

Towards Bandwidth Guaranteed Virtual Cluster Reallocation in the Cloud.
Comput. J., 2018

Context-Aware Group Recommendation for Point-of-Interests.
IEEE Access, 2018

Survey on QoE Assessment Approach for Network Service.
IEEE Access, 2018

Virtual Vehicle Coordination for Vehicles as Ambient Sensing Platforms.
IEEE Access, 2018

A Survey on Service Migration in Mobile Edge Computing.
IEEE Access, 2018

Improving the Performance of Stock Trend Prediction by Applying GA to Feature Selection.
Proceedings of the 8th IEEE International Symposium on Cloud and Service Computing, 2018

QoS-Aware Service Composition Using HTN Planner.
Proceedings of the 8th IEEE International Symposium on Cloud and Service Computing, 2018

An Acceleration Method for Similar Time-Series Finding.
Proceedings of the Internet of Vehicles. Technologies and Services Towards Smart City, 2018

Adaptive Multiple Task Assignments for UAVs Using Discrete Particle Swarm Optimization.
Proceedings of the Internet of Vehicles. Technologies and Services Towards Smart City, 2018

FMSR: A Fairness-Aware Mobile Service Recommendation Method.
Proceedings of the 2018 IEEE International Conference on Web Services, 2018

QCSS: A QoE-Aware Control Plane for Adaptive Streaming Service over Mobile Edge Computing Infrastructures.
Proceedings of the 2018 IEEE International Conference on Web Services, 2018

A Virtual Machine Placement Policy via Biogeography-based Optimization in the Cloud.
Proceedings of the 12th International Conference on Ubiquitous Information Management and Communication, 2018

A Computation Offloading Algorithm Based on Game Theory for Vehicular Edge Networks.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

TRUST: A TCP Throughput Prediction Method in Mobile Networks.
Proceedings of the IEEE Global Communications Conference, 2018

An Energy-Aware Edge Server Placement Algorithm in Mobile Edge Computing.
Proceedings of the 2018 IEEE International Conference on Edge Computing, 2018

The Performance Evaluation of Virtual Machine Placement Algorithm Based on WebCloudSim.
Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

2017
A cooperative route choice approach via virtual vehicle in IoV.
Veh. Commun., 2017

Cloud Service Reliability Enhancement via Virtual Machine Placement Optimization.
IEEE Trans. Serv. Comput., 2017

Logistic Support Architecture with Petri Net Design in Cloud Environment for Services and Profit Optimization.
IEEE Trans. Serv. Comput., 2017

Cognitively Adjusting Imprecise User Preferences for Service Selection.
IEEE Trans. Netw. Serv. Manag., 2017

Lightweight Mashup Middleware for Coal Mine Safety Monitoring and Control Automation.
IEEE Trans Autom. Sci. Eng., 2017

Guest Editorial Special Issue on Hybrid Intelligence for Internet of Vehicles.
IEEE Syst. J., 2017

Real-time, large-scale duplicate image detection method based on multi-feature fusion.
J. Real Time Image Process., 2017

Architecture and key technologies for Internet of Vehicles: a survey.
J. Commun. Inf. Networks, 2017

Reliable and efficient big service selection.
Inf. Syst. Frontiers, 2017

Skyline service selection approach based on QoS prediction.
Int. J. Web Grid Serv., 2017

Efficient and reliable service selection for heterogeneous distributed software systems.
Future Gener. Comput. Syst., 2017

Network failure-aware redundant virtual machine placement in a cloud data center.
Concurr. Comput. Pract. Exp., 2017

QoECenter: A Visual Platform for QoE Evaluation of Streaming Video Services.
Proceedings of the 2017 IEEE International Conference on Web Services, 2017

CMIP: Data Transmission Latency Optimization for Cooperative Group in Multi-cloud by Adaptive Routing.
Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems, 2017

MVR: An Architecture for Computation Offloading in Mobile Edge Computing.
Proceedings of the IEEE International Conference on Edge Computing, 2017

2016
A Highly Accurate Prediction Algorithm for Unknown Web Service QoS Values.
IEEE Trans. Serv. Comput., 2016

Enhanced User Context-Aware Reputation Measurement of Multimedia Service.
ACM Trans. Multim. Comput. Commun. Appl., 2016

Optimal mobile device selection for mobile cloud service providing.
J. Supercomput., 2016

Detecting and preventing selfish behaviour in mobile ad hoc network.
J. Supercomput., 2016

Provision of Data-Intensive Services Through Energy- and QoS-Aware Virtual Machine Placement in National Cloud Data Centers.
IEEE Trans. Emerg. Top. Comput., 2016

On Cloud Service Reliability Enhancement with Optimal Resource Usage.
IEEE Trans. Cloud Comput., 2016

A Vertical Handoff Method via Self-Selection Decision Tree for Internet of Vehicles.
IEEE Syst. J., 2016

Efficient identity authentication and encryption technique for high throughput RFID system.
Secur. Commun. Networks, 2016

AOM: adaptive mobile data traffic offloading for M2M networks.
Pers. Ubiquitous Comput., 2016

QoS prediction for Web service in Mobile Internet environment.
New Rev. Hypermedia Multim., 2016

Task rescheduling optimization to minimize network resource consumption.
Multim. Tools Appl., 2016

Anomaly Detection for Internet of Vehicles: A Trust Management Scheme with Affinity Propagation.
Mob. Inf. Syst., 2016

Collaboration reputation for trustworthy Web service selection in social networks.
J. Comput. Syst. Sci., 2016

Offloading mobile data traffic for QoS-aware service provision in vehicular cyber-physical systems.
Future Gener. Comput. Syst., 2016

Joint Parameter Selection for Massive MIMO: An Energy-Efficient Perspective.
IEEE Access, 2016

Tradeoff between executing time and revenue for runtime service composition.
Proceedings of the 24th IEEE/ACM International Symposium on Quality of Service, 2016

A Cooperative Route Choice Approach via Virtual Vehicle in Internet of Vehicles.
Proceedings of the Internet of Vehicles - Technologies and Services, 2016

Poster Abstract: API QoS Prediction for Apps in Cellular Networks.
Proceedings of the IEEE/ACM Symposium on Edge Computing, 2016

Poster Abstract: Access Point Ranking for Cloudlet Placement in Edge Computing Environment.
Proceedings of the IEEE/ACM Symposium on Edge Computing, 2016

Poster Abstract: A Multi-user Computation Offloading Algorithm Based on Game Theory in Mobile Cloud Computing.
Proceedings of the IEEE/ACM Symposium on Edge Computing, 2016

The Service Recommendation Problem: An Overview of Traditional and Recent Approaches.
Proceedings of the Collaborate Computing: Networking, Applications and Worksharing, 2016

Machine Status Prediction for Dynamic and Heterogenous Cloud Environment.
Proceedings of the 2016 IEEE International Conference on Cluster Computing, 2016

Skyline Service Selection Based on QoS Prediction.
Proceedings of the 2016 IEEE International Conference on Cluster Computing, 2016

Learning Transportation Annotated Mobility Profiles from GPS Data for Context-Aware Mobile Services.
Proceedings of the IEEE International Conference on Services Computing, 2016

Towards Video Quality of Experience and Selective Attention: A Subtitle-Based Measurement Study.
Proceedings of the IEEE International Conference on Services Computing, 2016

Latent Interest and Topic Mining on User-Item Bipartite Networks.
Proceedings of the IEEE International Conference on Services Computing, 2016

Personalized Service Recommendation for Collaborative Tagging Systems with Social Relations and Temporal Influences.
Proceedings of the IEEE International Conference on Services Computing, 2016

2015
Reputation Measurement and Malicious Feedback Rating Prevention in Web Service Recommendation Systems.
IEEE Trans. Serv. Comput., 2015

Using reputation measurement to defend mobile social networks against malicious feedback ratings.
J. Supercomput., 2015

Adaptive Video Transmission Control System Based on Reinforcement Learning Approach Over Heterogeneous Networks.
IEEE Trans Autom. Sci. Eng., 2015

Efficient Service Selection in Mobile Information Systems.
Mob. Inf. Syst., 2015

Modeling and simulation for intelligent mobility.
J. Comput. Sci., 2015

FTCloudSim: support for cloud service reliability enhancement simulation.
Int. J. Web Grid Serv., 2015

Reputation measurement of cloud services based on unstable feedback ratings.
Int. J. Web Grid Serv., 2015

Sensor Communications towards Intelligent Vehicle Networking.
Int. J. Distributed Sens. Networks, 2015

PFT-CCKP: A proactive fault tolerance mechanism for data center network.
Proceedings of the 23rd IEEE International Symposium on Quality of Service, 2015

An online cloud data center simulation system.
Proceedings of the 23rd IEEE International Symposium on Quality of Service, 2015

Managing Trust for Intelligence Vehicles: A Cluster Consensus Approach.
Proceedings of the Internet of Vehicles - Safe and Intelligent Mobility, 2015

An Adaptive Data Traffic Offloading Model for Cellular Machine-to-Machine Networks.
Proceedings of the Internet of Vehicles - Safe and Intelligent Mobility, 2015

Re-Ranking Voting-Based Answers by Discarding User Behavior Biases.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Predicting QoS Values via Multi-dimensional QoS Data for Web Service Recommendations.
Proceedings of the 2015 IEEE International Conference on Web Services, 2015

Minimizing Data Transmission Latency by Bipartite Graph in MapReduce.
Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015

2014
Context-aware mobile service adaptation via a Co-evolution eXtended Classifier System in mobile network environments.
Mob. Inf. Syst., 2014

Towards an accurate evaluation of quality of cloud service in service-oriented cloud computing.
J. Intell. Manuf., 2014

Multi-user web service selection based on multi-QoS prediction.
Inf. Syst. Frontiers, 2014

Efficient QoS management for QoS-aware web service composition.
Int. J. Web Grid Serv., 2014

Cost-Aware Cloud Service Request Scheduling for SaaS Providers.
Comput. J., 2014

QoS Uncertainty Filtering for Fast and Reliable Web Service Selection.
Proceedings of the 2014 IEEE International Conference on Web Services, 2014

Web Service QoS Prediction Approach in Mobile Internet Environments.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Discovering Regional Taxicab Demand Based on Distribution Modeling from Trajectory Data.
Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014

Context-Based Web Service Reputation Measurement.
Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014

On Retrieving Moving Objects Gathering Patterns from Trajectory Data via Spatio-temporal Graph.
Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

A Neural Network Based Schema Matching Method for Web Service Matching.
Proceedings of the IEEE International Conference on Services Computing, SCC 2014, Anchorage, AK, USA, June 27, 2014

2013
Low-Cost Web Service Discovery Based on Distributed Decision Tree in P2P Environments.
Wirel. Pers. Commun., 2013

Particle Swarm Optimization with Skyline Operator for Fast Cloud-based Web Service Composition.
Mob. Networks Appl., 2013

Service vulnerability scanning based on service-oriented architecture in Web service environments.
J. Syst. Archit., 2013

A-GR: A novel geographical routing protocol for AANETs.
J. Syst. Archit., 2013

A Hadoop-based approach for efficient web service management.
Int. J. Web Grid Serv., 2013

FTCloudSim: a simulation tool for cloud service reliability enhancement mechanisms.
Proceedings of the Proceedings Demo & Poster Track of ACM/IFIP/USENIX International Middleware Conference, 2013

Predicting unknown QoS value with QoS-Prophet.
Proceedings of the Proceedings Demo & Poster Track of ACM/IFIP/USENIX International Middleware Conference, 2013

Dynamic Virtual Resource Renting Method for Maximizing the Profits of a Cloud Service Provider in a Dynamic Pricing Model.
Proceedings of the 19th IEEE International Conference on Parallel and Distributed Systems, 2013

Particle Swarm Optimization for Energy-Aware Virtual Machine Placement Optimization in Virtualized Data Centers.
Proceedings of the 19th IEEE International Conference on Parallel and Distributed Systems, 2013

Web Services QoS Measure Based on Subjective and Objective Weight.
Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013

A Dynamic Virtual Resource Renting Method for Maximizing the Profit of Cloud Service Provider under SLA Constraint.
Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing, Santa Clara, CA, USA, June 28, 2013

2012
Bayesian Approach with Maximum Entropy Principle for trusted quality of Web service metric in e-commerce applications.
Secur. Commun. Networks, 2012

Detecting SYN flooding attacks based on traffic prediction.
Secur. Commun. Networks, 2012

Quality of service measure approach of web service for service selection.
IET Softw., 2012

A geographic mobility prediction routing protocol for Ad Hoc UAV Network.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2012

Context-Aware Service Adaptation via Learning Classifier System with Co-evolutionary Mechanism.
Proceedings of the 2012 IEEE Ninth International Conference on Services Computing, 2012

2011
Reliable web service selection via QoS uncertainty computing.
Int. J. Web Grid Serv., 2011

QSSA: A QoS-aware Service Selection Approach.
Int. J. Web Grid Serv., 2011

Reputation measure approach of web service for service selection.
IET Softw., 2011

Reputation-Driven Web Service Selection Based on Collaboration Network.
Proceedings of the IEEE International Conference on Web Services, 2011

Web Service Selection in Trustworthy Collaboration Network.
Proceedings of the IEEE 8th International Conference on e-Business Engineering, 2011

Evaluating Feedback Ratings for Measuring Reputation of Web Services.
Proceedings of the IEEE International Conference on Services Computing, 2011

2010
Towards Web Service selection based on QoS estimation.
Int. J. Web Grid Serv., 2010

A Measure Approach for Trustworthy QoS of Web Service.
Proceedings of the International Conference on Service Sciences, 2010

Multi-factor Evaluation Approach for Quality of Web Service.
Proceedings of the Information Computing and Applications - First International Conference, 2010

Quick service selection approach based on particle swarm optimization.
Proceedings of the Fifth International Conference on Bio-Inspired Computing: Theories and Applications, 2010


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