IEEE Transactions on Services Computing

Article	Citations
Large-Scale Service Mesh Orchestration with Probabilistic Routing in Cloud Data Centers	167
Li-MSA: Power Consumption Prediction of Servers Based on Few-Shot Learning	141
Exploring Dynamic Task Loading in SGX-Based Distributed Computing	137
A Transformational Approach to Managing Data Model Evolution of Web Services	135
A Framework for Dynamic Composition and Management of Emergency Response Processes	120
Reliable Policy Updating Under Efficient Policy Hidden Fine-Grained Access Control Framework for Cloud Data Sharing	115
A Solution to Blockchain Smart Contract Based Parametric Transport and Logistics Insurance	115
Fast and Secure Data Accessing by Using DNA Computing for the Cloud Environment	108
Privacy-Preserving Classification in Multiple clouds eHealthcare	104
Scalable Large Model for Unlabeled Anomaly Detection With Trio-Attention U-Transformer and Manifold-Learning Siamese Discriminator	103
TrustPay: A Dual-Layer Blockchain-based Framework for Trusted Service Transaction	100
Enhancing Federated Learning through Layer-wise Aggregation over Non-IID Data	96
A False Positive Resilient Distributed Trust Management Framework for Collaborative Intrusion Detection Systems	91
MAACO: A Dynamic Service Placement Model for Smart Cities	85
Cold-Start Next-Item Recommendation by User-Item Matching and Auto-Encoders	85
MMLF: Multi-Metric Latent Feature Analysis for High-Dimensional and Incomplete Data	84
Towards Close-To-Zero Runtime Collection Overhead: Raft-Based Anomaly Diagnosis on System Faults for Distributed Storage System	84
Cloud-Based Charging Management of Heterogeneous Electric Vehicles in a Network of Charging Stations: Price Incentive Versus Capacity Expansion	84
Intent-Guided Bilateral Long and Short-Term Information Mining With Contrastive Learning for Sequential Recommendation	78
Continuous Management of Machine Learning-Based Application Behavior	77
Security and Privacy for Healthcare Blockchains	75
Next PoI Recommendation Based on Graph Convolutional Networks and Multiple Context-Awareness	75
Multiple Cooperative Task Assignment on Reliability-Oriented Social Crowdsourcing	72
Distributed Redundant Placement for Microservice-based Applications at the Edge	72
Achieving Efficient and Privacy-Preserving Multi-Domain Big Data Deduplication in Cloud	68

Availability Evaluation of Multi-Tenant Service Function Chaining Infrastructures by Multidimensional Universal Generating Function	68
Integrating Social Networks with Mobile Device-to-Device Services	68
Automated Validation of Compensable SLAs	64
Paramart: Parallel Resource Allocation Based on Blockchain Sharding for Edge-Cloud Services	64
Fair Task Allocation in Crowdsourced Delivery	62
Mining Set of Interested Communities with Limited Exemplar Nodes for Network Based Services	61
Sifter: A Service Isolation Strategy for Internet Applications	61
LKSM: Light Weight Key-Value Store for Efficient Application Services on Local Distributed Mobile Devices	61
DMPSI: Efficient Scalable Delegated Multiparty PSI and PSI-CA With Oblivious PRF	61
Scheduling Real-Time Security Aware Tasks in Fog Networks	60
Defending N-Version Programming Service Components against Co-Resident Attacks in IoT Cloud Systems	60
StraAlgin: Automated Strategic Alignment of Services	59
Design of Anti-Plagiarism Mechanisms in Decentralized Federated Learning	59
Secure and Verifiable Outsourcing of Large-Scale Nonnegative Matrix Factorization (NMF)	58
Privacy Enhanced Authentication for Online Learning Healthcare Systems	58
Publicly Verifiable Secure Multi-Party Computation Framework Based on Bulletin Board	56
Data-Submission Control of Web Service-Based Multi-Agent System	56
Dynamic Cluster-Based Flow Management for Software Defined Networks	56
Cross-Edge Orchestration of Serverless Functions With Probabilistic Caching	56
Ontology-Based Privacy Data Chain Disclosure Discovery Method for Big Data	56
Maximum Entropy Policy for Long-Term Fairness in Interactive Recommender Systems	55
Toward Intelligent Surveillance as an Edge Network Service (iSENSE) Using Lightweight Detection and Tracking Algorithms	54
Multi-Attribute Auction-Based Grouped Federated Learning	52
Novel Secure Outsourcing of Modular Inversion for Arbitrary and Variable Modulus	51
A Self-Adaptive Service Discovery Model for Smart Cities	50
Incentive Mechanism Design for Two-Layer Wireless Edge Caching Networks Using Contract Theory	49
AoI-Aware Inference Services in Edge Computing via Digital Twin Network Slicing	49
Ultra Lightweight Multiple-Time Digital Signature for the Internet of Things Devices	48
A Monitoring-Free Bitcoin Payment Channel Scheme With Support for Real-Time Settlement	48
Web Application Resource Requirements Estimation Based on the Workload Latent Features	48
Cross-View Graph Alignment for Mashup Recommendation	47
A Socialized Learning-Based Scheduling Framework in Intricate Edge Clouds	47
Auction-Based Resource Allocation Mechanism in Federated Cloud Environment: TARA	46
Analysis of the Influence of Per-Second Billing on Virtual Machine Allocation Costs in Public Clouds	44
Is Stubborn Mining Severe in Imperfect GHOST Bitcoin-Like Blockchains? Quantitative Analysis	44
An Efficient, Fair, and Robust Image Pricing Mechanism for Crowdsourced 3D Reconstruction	44
Fuzzy Deduplication: Color-Aware Deduplication for Multi-Media Data	44
Efficient Privacy-Preserving Multi-Dimensional Range Query for Cloud-Assisted Ehealth Systems	43
Stanza: Layer Separation for Distributed Training in Deep Learning	43
Privacy-Preserving Multi-Modality-Based Computer-Aided Diagnosis Processing of Liver Diseases	43
A Service Selection Method Based on Ordinal Classification for Historical Records	43
History-Aware Privacy Budget Allocation for Model Training on Evolving Data-Sharing Platforms	42
Efficient Transition Adjacency Relation Computation for Process Model Similarity	42
An Efficient and Multi-Private Key Secure Aggregation Scheme for Federated Learning	41
RACE: QoI-Aware Strategic Resource Allocation for Provisioning Se-aaS	41
Towards a Trustworthy and Adaptive Execution of Business Process Choreographies	41
Watermarking-Based Secure Plaintext Image Protocols for Storage, Show, Deletion and Retrieval in the Cloud	40
Effective Graph Modeling and Contrastive Learning for Time-Aware QoS Prediction	40
Trading off Between Multi-Tenancy and Interference: A Service User Allocation Game	39
Multi-Objective DAG Task Offloading in MEC Environment Based on Federated DQN With Automated Hyperparameter Optimization	39

Holistic Root Cause Analysis for Failures in Cloud-Native Systems Through Observability Data	37
RAP: A Light-Weight Privacy-Preserving Framework for Recommender Systems	37
Delay-Prioritized and Reliable Task Scheduling With Long-Term Load Balancing in Computing Power Networks	37
Learning-to-Adaptation for Security Service in Industrial IoT: An AI-Enabled Slice-Specific Solution	37
Exploiting Stragglers in Distributed Computing Systems With Task Grouping	37
Achieving Efficient and Privacy-Preserving Set Containment Search Over Encrypted Data	36
RDRM: Real-Time Dynamic Replica Management With Joint Optimization for Edge Computing	36
MEC-Enabled Task Replication With Resource Allocation for Reliability-Sensitive Services in 5G mMTC Networks	35
Long-Term IaaS Selection Using Performance Discovery	35
Enabling Fast Public Auditing and Data Dynamics in Cloud Services	35
Constrained App Data Caching Over Edge Server Graphs in Edge Computing Environment	35
Fair Outsourcing Polynomial Computation Based on the Blockchain	35
SEA-LEAP: Self-Adaptive and Locality-Aware Edge Analytics Placement	34
A Traitor-Resistant and Dynamic Anonymous Communication Service for Cloud-Based VANETs	34
Capturing Request Execution Path for Understanding Service Behavior and Detecting Anomalies Without Code Instrumentation	34
Priority-Based Selection of Individuals in Memetic Algorithms for Distributed Data-Intensive Web Service Compositions	34
A Utility Game Driven QoS Optimization for Cloud Services	34
Defending Adversarial Attacks via Semantic Feature Manipulation	34
Optimizing Data Center Energy Efficiency via Event-Driven Deep Reinforcement Learning	33
A Formal Treatment of Contract Signature	33
Experimental Evaluation of Rule-Based Autonomic Computing Management Framework for Cloud-Native Applications	33
Flexible Offloading of Service Function Chains to Programmable Switches	32
PuzzleMesh: A Puzzle Model to Build Mesh of Agnostic Services for Edge-Fog-Cloud	32
Multi-Agent Reinforcement Learning Aided Computation Offloading in Aerial Computing for the Internet-of-Things	32
CTL-Based Adaptive Service Composition in Edge Networks	32
TreeNet Based Fast Task Decomposition for Resource-Constrained Edge Intelligence	32
Coda: Runtime Detection of Application-Layer CPU-Exhaustion DoS Attacks in Containers	32
Modeling and Empirical Validation of Reliability and Performance Trade-Offs of Dynamic Routing in Service- and Cloud-Based Architectures	32
Multi-criteria performance analysis based on Physics of Decision — Application to COVID-19 and future pandemics	31
Privacy-Preserving and Publicly Verifiable Matrix Multiplication	30
Distributed Edge System Orchestration for Web-based Mobile Augmented Reality Services	30
Service-based, Multi-Provider, Fog Ecosystem with Joint Optimization of Request Mapping and Response Routing	30
Cost-aware Resource Recommendation for DAG-based Big Data Workflows: An Apache Spark Case Study	30
A Role-Based Encryption (RBE) Scheme for Securing Outsourced Cloud Data in a Multi-Organization Context	30
Agile Services Provisioning for Learning-Based Applications in Fog Computing Networks	29
Time-Constrained Service Handoff for Mobile Edge Computing in 5G	29
Mashup-Oriented Web API Recommendation Via Full-Text Semantic Mining of Developer Requirements	29
Adversarial Autoencoder Data Synthesis for Enhancing Machine Learning-Based Phishing Detection Algorithms	29
Optimal Service Provisioning in Mobile 5G and Beyond Systems	29
When to Invoke a Prediction Service for Business Process Monitoring?	29
DebtCom: Technical Debt-Aware Service Recomposition in SaaS Cloud	29
FedChain: Secure Proof-of-Stake-Based Framework for Federated-Blockchain Systems	29
Scheduling Multi-Server Jobs With Sublinear Regrets via Online Learning	28
Secure Replication-Based Outsourced Computation Using Smart Contracts	28
Identification of Fraudulent Healthcare Claims Using Fuzzy Bipartite Knowledge Graphs	28
GRASPED: A GRU-AE Network Based Multi-Perspective Business Process Anomaly Detection Model	28
Feynman: Federated Learning-Based Advertising for Ecosystems-Oriented Mobile Apps Recommendation	28
BlockMeter: An Application Agnostic Performance Measurement Framework for Private Blockchain Platforms	27
Proactive Recommendation of Composite Services in Multi-Access Edge Computing	27
RASK: Range Spatial Keyword Queries on Massive Encrypted Geo-Textual Data	27
False Data Injection Attack Detection Based on Redundant Sparse Reconstruction	27
A Novel Team Formation Framework Based on Performance in a Cybersecurity Operations Center	27
Robust Failure Diagnosis of Microservice System Through Multimodal Data	27
NBSync: Parallelism of Local Computing and Global Synchronization for Fast Distributed Machine Learning in WANs	27
Ensuring Fairness in Edge Networks: A GNN-Based Media Workload Migration Scheme With Fairness Guarantee	27
MHRR: MOOCs Recommender Service With Meta Hierarchical Reinforced Ranking	26
EthereumX: Improving Signature Security With Randomness Preprocessing Module	26
MDRL-IR: Incentive Routing for Blockchain Scalability With Memory-Based Deep Reinforcement Learning	26
Optimizing Autonomic Resources for the Management of Large Service-Based Business Processes	26
Honeywords Generation Mechanism Based on Zero-Divisor Graph Sequences	26
Non-Interactive Multi-Client Searchable Symmetric Encryption With Small Client Storage	26
TNSAR: Temporal Evolution Network Embedding Based on Structural and Attribute Retention	26
QPause: Quantum-Resistant Password-Protected Data Outsourcing for Cloud Storage	26
Service Recommendations for Mashup Based on Generation Model	26
Defending Against Membership Inference Attack by Shielding Membership Signals	26
Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarchical Deep Reinforcement Learning	26
Data-Matching-Based Privacy-Preserving Statistics and Its Applications in Digital Publishing Industry	26
Automating the Translation of Cloud Users’ High-Level Security Needs to an Optimal Placement Model in the Cloud Infrastructure	26
A Bayesian Game Based Bidding Scheme for Mobile Charging Services in IoEV	25
Design and Generation of a Set of Declarative APIs for Security Orchestration	25
Identifying the Key Attributes in an Unlabeled Event Log for Automated Process Discovery	25
TRCF: Temporal Reinforced Collaborative Filtering for Time-Aware QoS Prediction	25
Discovering Hierarchical Multi-Instance Business Processes From Event Logs	25
Towards Effective Resource Procurement in MEC: A Resource Re-Selling Framework	25
Secure Data Group Sharing and Dissemination with Attribute and Time Conditions in Public Cloud	24
Efficient Approximation Algorithms for Scheduling Coflows With Precedence Constraints in Identical Parallel Networks to Minimize Weighted Completion Time	24
A Novel Addressing and Routing Architecture for Cloud-Service Datacenter Networks	24
Synthesis of Regulation Compliant Business Processes	24
PPFilter: Provider Privacy-Aware Encrypted Filtering System	24
Faashouse: Sustainable Serverless Edge Computing Through Energy-Aware Resource Scheduling	24

Robust and Reliable Process-Aware Information Systems	24
An Energy Aware Task Scheduling Model Using Ant-Mating Optimization in Fog Computing Environment	24
Clustering Based Priority Queue Algorithm for Spatial Task Assignment in Crowdsourcing	23
MLog: Mogrifier LSTM-Based Log Anomaly Detection Approach Using Semantic Representation	23
M-DAFTO: Multi-Stage Deferred Acceptance Based Fair Task Offloading in IoT-Fog Systems	23
Generalized Nesterov's Acceleration-Incorporated, Non-Negative and Adaptive Latent Factor Analysis	23
Leveraging Consortium Blockchain for Secure Cross-domain Data Sharing in Supply Chain Networks	23
Weighted Adversarial Learning From Crowds	23
A Technique for Faster Convergence of Game-Theoretic Approaches for Edge Computing Resource Allocation	23
Kalman Filter Based Prediction and Forecasting of Cloud Server KPIs	23
TPPR: A Trust-Based and Privacy-Preserving Platoon Recommendation Scheme in VANET	23
AI-Generated Content-Based Edge Learning for Fast and Efficient Few-Shot Defect Detection in IIoT	23
MTDA: Efficient and Fair DPU Offloading Method for Multiple Tenants	23
Cryptographic Solutions for Cloud Storage: Challenges and Research Opportunities	22
A Decentralized Approach for Resource Discovery using Metadata Replication in Edge Networks	22
Resource Trading in Edge Computing-Enabled IoV: An Efficient Futures-Based Approach	22
Resource Provision and Allocation Based on Microeconomic Theory in Mobile Edge Computing	22
Tree-ORAP: A Tree-Based Oblivious Random-Access Protocol for Privacy-Protected Blockchain	22
A Secure Satellite-Edge Computing Framework for Collaborative Line Outage Identification in Smart Grid	21
When Search Engine Services Meet Large Language Models: Visions and Challenges	21
A Granular SVM-Based Method for Top-N Web Services Recommendation	21
Joint Deep Networks Based Multi-Source Feature Learning for QoS Prediction	21
Computation Offloading in MIMO Based Mobile Edge Computing Systems Under Perfect and Imperfect CSI Estimation	20
A Hybrid Many-Objective Optimization Algorithm for Task Offloading and Resource Allocation in Multi-Server Mobile Edge Computing Networks	20
LSE: Efficient Symmetric Searchable Encryption Based on Labeled PSI	20
Task Recommendation in Crowdsourcing Based on Learning Preferences and Reliabilities	20
A Path Relinking Method for the Joint Online Scheduling and Capacity Allocation of DL Training Workloads in GPU as a Service Systems	20
A QoS-Aware Clustering Based Multi-Layer Model for Web Service Selection	20
Attribute-Based Expressive and Ranked Keyword Search Over Encrypted Documents in Cloud Computing	20
Decentralized and Incentivized Federated Learning: A Blockchain-Enabled Framework Utilising Compressed Soft-Labels and Peer Consistency	19
In-Flight Energy-Driven Composition of Drone Swarm Services	19
Query Integrity Meets Blockchain: A Privacy-Preserving Verification Framework for Outsourced Encrypted Data	19
FIGAT: Accurately Classify Individual Crime Risks with Multi-information Fusion	19
A Survey of Proxy Re-Encryption for Secure Data Sharing in Cloud Computing	19
MoESys: A Distributed and Efficient Mixture-of-Experts Training and Inference System for Internet Services	19
Two-Stream Graph Convolutional Network-Incorporated Latent Feature Analysis	19
Exploring Smart Contract Recommendation: Towards Efficient Blockchain Development	19
Concept Drift-based Checkpoint-restart for Edge Services Rejuvenation	19
Authenticable Additive Homomorphic Scheme and its Application for MEC-based IoT	19
On Cyber Risk Management of Blockchain Networks: A Game Theoretic Approach	19
An Embedded GRASP-VNS based Two-Layer Framework for Tour Recommendation	19
Deep Learning for Predictive Business Process Monitoring: Review and Benchmark	19
Efficient and Privacy-Preserving Spatial-Feature-Based Reverse kNN Query	19
A Graph Neural Network and Pointer Network-Based Approach for QoS-Aware Service Composition	19
Dynamic Software Containers Workload Balancing via Many-Objective Search	18
Metric Learning as a Service With Covariance Embedding	18
Coalitional Federated Learning: Improving Communication and Training on Non-IID Data With Selfish Clients	18
Implementation of a Multi-Approach Fake News Detector and of a Trust Management Model for News Sources	18
Multistage Game Theoretical Approach for Ransomware Attack and Defense	18
A Cloud Broker for Executing Deadline-Constrained Periodic Scientific Workflows	18
Deep Reinforcement Learning for Containerized Edge Intelligence Inference Request Processing in IoT Edge Computing	18
OffsetINT: Achieving High Accuracy and Low Bandwidth for In-Band Network Telemetry	18
Edge Intelligence for Real-Time IoT Service Trust Prediction	18
ECFA: An Efficient Convergent Firefly Algorithm for Solving Task Scheduling Problems in Cloud-Edge Computing	18
Moving Real-Time Services to Web 3.0: Challenges and Opportunities	18
Securing Deep Learning as a Service Against Adaptive High Frequency Attacks With MMCAT	18
Joint Optimization of Coverage and Reliability for Application Placement in Mobile Edge Computing	18
Auto-Scaling Containerized Applications in Geo-Distributed Clouds	17
Lightweight and Decentralized Cross-Cloud Auditing With Data Recovery	17
Peak AoI Minimization With Directional Charging for Data Collection at Wireless-Powered Network Edge	17
An Effective Classification-Based Framework for Predicting Cloud Capacity Demand in Cloud Services	17
: A QoS-Aware Distributed Deep Reinforcement Learning Technique for Service Offloading in Fog Computing Environments	17
LSPSS: Constructing Lightweight and Secure Scheme for Private Data Storage and Sharing in Aerial Computing	17
User-Driven Synthetic Dataset Generation With Quantifiable Differential Privacy	17
Adaptive Regularization and Resilient Estimation in Federated Learning	17
Quality and Profit Assured Trusted Cloud Federation Formation: Game Theory Based Approach	17
Heterogeneity-Aware Proactive Elastic Resource Allocation for Serverless Applications	16
Collaborative Tag-Aware Graph Neural Network for Long-Tail Service Recommendation	16
Privacy-Preserving Convolutional Neural Network Classification Scheme With Multiple Keys	16
Accelerating Tip Selection in Burst Message Arrivals for DAG-Based Blockchain Systems	16
Exploiting Heterogeneity for Opportunistic Resource Scaling in Cloud-Hosted Applications	16
Blockchain-Based Efficient and Trustworthy AIGC Services in Metaverse	16
AIEC-RSC: AI and Edge Collaboration Empowered Reliable Service Computing for High-Speed Mobile Businesses	16
Dynamic Trust Enforcing Pricing Scheme for Sensors-as-a-Service in Sensor-Cloud Infrastructure	16
Latency-Based Inter-Operator Scheduling for CNN Inference Acceleration on GPU	16
SmartChain: A Dynamic and Self-Adaptive Sharding Framework for IoT Blockchain	16
A Security Framework for Scientific Workflow Provenance Access Control Policies	16
Sentiment-Aware Representation Learning Framework Fusion With Multi-Aspect Information for POI Recommendation	16
Accelerating Cross-Shard Blockchain Consensus via Decentralized Coordinators Service With Verifiable Global States	16
An Enhanced Block Validation Framework With Efficient Consensus for Secure Consortium Blockchains	16
Recommendation-Enabled Edge Caching and D2D Offloading via Incentive-Driven Deep Reinforcement Learning	16
Reputation Measurement for Online Services Based on Dominance Relationships	16
McTAR: A Multi-Trigger Checkpointing Tactic for Fast Task Recovery in MapReduce	16
DOPIV: Post-Quantum Secure Identity-Based Data Outsourcing with Public Integrity Verification in Cloud Storage	16
A Deep Recurrent-Reinforcement Learning Method for Intelligent AutoScaling of Serverless Functions	15
Secure Neighbor Discovery as a Service in the Internet of Ships Environment	15
Semantics of Data Mining Services in Cloud Computing	15
Trusted Sharing of Computing Power Resources: Benefit-Driven Heterogeneous Network Service Provision Mechanism	15
CouldPin-Fast: Effient and Effective Root Cause Localization for Shared Bandwidth Package Traffic Anomalies in Public Cloud Networks	15
Concurrent Request Multiplexing for Cloud Composite Service Reservation	15
SEnD: A Social Network Friendship Enhanced Decentralized System to Circumvent Censorships	15
Federated Distributed Deep Reinforcement Learning for Recommendation-Enabled Edge Caching	15
Detecting Evolving Fraudulent Behavior in Online Payment Services: Open-Category and Concept-Drift	14
SECaaS-Based Partially Observable Defense Model for IIoT Against Advanced Persistent Threats	14
Adaptive Network Management Service Based on Control Relation Graph for Software-Defined LEO Satellite Networks in 6G	14