IEEE Transactions on Services Computing

Article	Citations
KeAD: Knowledge-enhanced Graph Attention Network for Accurate Anomaly Detection	192
Effective Graph Modeling and Contrastive Learning for Time-Aware QoS Prediction	188
RDRM: Real-Time Dynamic Replica Management With Joint Optimization for Edge Computing	165
Cost-aware Resource Recommendation for DAG-based Big Data Workflows: An Apache Spark Case Study	160
Efficient Privacy-Preserving Multi-Dimensional Range Query for Cloud-Assisted Ehealth Systems	136
Modeling and Empirical Validation of Reliability and Performance Trade-Offs of Dynamic Routing in Service- and Cloud-Based Architectures	134
Delay-Prioritized and Reliable Task Scheduling With Long-Term Load Balancing in Computing Power Networks	128
Cross-F $^{2}$ SCIL: A Federated Few-Shot Class Incremental Learning Method for Cross Mobile Edge Network Environments	125
Coda: Runtime Detection of Application-Layer CPU-Exhaustion DoS Attacks in Containers	122
Weighted Adversarial Learning From Crowds	108
Maximizing NFT Incentives: References Make You Rich	106
Non-Interactive Multi-Client Searchable Symmetric Encryption With Small Client Storage	102
Maximum Entropy Policy for Long-Term Fairness in Interactive Recommender Systems	99
Distributed Bandit-Based Cooperative Coevolution for Large-Scale Multi-Objective Data Publishing	96
Secure and Verifiable Outsourcing of Large-Scale Nonnegative Matrix Factorization (NMF)	96
Holistic Root Cause Analysis for Failures in Cloud-Native Systems Through Observability Data	94
DynaEDI+: Reliable and Decentralized Integrity Verification for Dynamic Edge Data	93
Scalable Large Model for Unlabeled Anomaly Detection With Trio-Attention U-Transformer and Manifold-Learning Siamese Discriminator	92
Dynamic Cluster-Based Flow Management for Software Defined Networks	91
QPause: Quantum-Resistant Password-Protected Data Outsourcing for Cloud Storage	89
M-DAFTO: Multi-Stage Deferred Acceptance Based Fair Task Offloading in IoT-Fog Systems	86
Cloud-Based Charging Management of Heterogeneous Electric Vehicles in a Network of Charging Stations: Price Incentive Versus Capacity Expansion	84
Attribute-Based Expressive and Ranked Keyword Search Over Encrypted Documents in Cloud Computing	82
RASK: Range Spatial Keyword Queries on Massive Encrypted Geo-Textual Data	75
Towards Effective Resource Procurement in MEC: A Resource Re-Selling Framework	73

Paramart: Parallel Resource Allocation Based on Blockchain Sharding for Edge-Cloud Services	72
Proactive Recommendation of Composite Services in Multi-Access Edge Computing	72
ESR-MHFL: Edge Server Reallocation for Multi-Hierarchical Federated Learning	71
A Blockchain-Based Cross-Domain Data Transmission Scheme for Industrial Internet of Things With Edge-Cloud Computing	70
Optimizing Blockchain Shard Allocations Service: A Multi-Objective Evolutionary Perspective	70
Enhancing Game Policy Optimization in Mobile Crowdsourcing: A Reinforcement Learning Approach	70
Constrained App Data Caching Over Edge Server Graphs in Edge Computing Environment	69
SNN-IoT: Efficient Partitioning and Enabling of Deep Spiking Neural Networks in IoT Services	69
An Energy Aware Task Scheduling Model Using Ant-Mating Optimization in Fog Computing Environment	68
NBSync: Parallelism of Local Computing and Global Synchronization for Fast Distributed Machine Learning in WANs	65
Scheduling Multi-Server Jobs With Sublinear Regrets via Online Learning	65
Task Allocation With Geography-Context-Capacity Awareness in Distributed Burstable Billing Edge-Cloud Systems	64
2021 Reviewers List	63
Availability and Reliability of Core Networks (4G/5G) From a Deployment Standpoint	63
SaaSC: Toward Pay-as-You-Go Mode for Software Service Transactions Based on Blockchain's Smart Legal Contracts	59
Pre-Fetch or Not: A Privacy-Aware Edge-User Co-opetition Delivery Framework for Metaverse Multimedia Services	59
Federated Distributed Deep Reinforcement Learning for Recommendation-Enabled Edge Caching	58
Detecting Web Attacks From HTTP Weblogs Using Variational LSTM Autoencoder Deviation Network	58
MSCCL: A Framework for Enhancing Mashup Service Clustering With Contrastive Learning	58
An Efficient Replication-Based Aggregation Verification and Correctness Assurance Scheme for Federated Learning	58
Efficient and Privacy-Preserving Spatial-Feature-Based Reverse kNN Query	57
Deep Reinforcement Learning for Scheduling Applications in Serverless and Serverful Hybrid Computing Environments	57
Incentive Mechanism for Mobile Crowdsensing with Two-Stage Stackelberg Game	57
Delegatable Order-Revealing Encryption for Reliable Cross-Database Query	57
Energy-Aware Service Function Chaining Embedding in NFV Networks	55
Resource Provisioning and Allocation in Function-as-a-Service Edge-Clouds	54
Joint Optimization of Request Assignment and Computing Resource Allocation in Multi-Access Edge Computing	54
Optimizing Energy Efficiency for Data Center via Parameterized Deep Reinforcement Learning	53
DeFedGCN: Privacy-Preserving Decentralized Federated GCN for Recommender System	53
FREB: Participant Selection in Federated Learning with Reputation Evaluation and Blockchain	53
Reputation Bootstrapping for Composite Services Using CP-Nets	52
In-Flight Energy-Driven Composition of Drone Swarm Services	50
Exploring Smart Contract Recommendation: Towards Efficient Blockchain Development	50
Deep Reinforcement Learning for Containerized Edge Intelligence Inference Request Processing in IoT Edge Computing	49
A Survey of Proxy Re-Encryption for Secure Data Sharing in Cloud Computing	47
Joint Optimization of Fine-grained Representation and Workflow Orchestration in Metaverse Articulated Manipulation Auto-generation by VLA Method	47
Scheduling Workflows With Composite Tasks: A Nested Particle Swarm Optimization Approach	47
Real-Time Task and Resource Co-Optimization in Edge-Cloud Computing for Networked Control Systems via Logic-based Benders Decomposition	47
Differential Privacy-Based Location Protection in Spatial Crowdsourcing	46
Privacy-Preserving Convolutional Neural Network Classification Scheme With Multiple Keys	46
EHRChain: A Blockchain-Based EHR System Using Attribute-Based and Homomorphic Cryptosystem	46
TREAT: Temporal and Relational Attention-Based Tensor Representation Learning for Ethereum Phishing Users	45
MADRL-Based Order Dispatching in MoD Systems With Bipartite Graph Splitting	45
PIAS: Privacy-Preserving Incentive Announcement System Based on Blockchain for Internet of Vehicles	45
VPFLI: Verifiable Privacy-Preserving Federated Learning With Irregular Users Based on Single Server	45
FaaSDeliver: Cost-Efficient and QoS-Aware Function Delivery in Computing Continuum	44
Semantically Rich Framework to Automate Cyber Insurance Services	44
Integrating IoT and 6G: Applications of Edge Intelligence, Challenges, and Future Directions	44
Performance Isolation for Serverless Functions	43
A Blockchain System for QoS Monitoring in Decentralized Edge Computing	42

Automated Probe Life-Cycle Management for Monitoring-As-a-Service	42
Criticality and Utility-Aware Fog Computing System for Remote Health Monitoring	42
Privacy Cost Optimization of Smart Meters Using URLLC and Demand Side Energy Trading	42
2024 Reviewers List*	41
A Semantically Rich Framework to Automate Cloud Service Level Agreements	41
GraphIoT: Lightweight IoT Device Detection Based on Graph Classifiers and Incremental Learning	40
Secure and Privacy Preserving Scalable GDPR Enforcement System	40
Dynamic Adaptive Federated Learning on Local Long-Tailed Data	40
A Game-Based Computation Offloading With Imperfect Information in Multi-Edge Environments	40
An Efficient Privacy-Preserving Ranked Multi-Keyword Retrieval for Multiple Data Owners in Outsourced Cloud	40
Secure Updatable Storage Access Control System for EHRs in the Cloud	39
Guest Editor's Introduction: Special Section on Edge AI as a Service	39
ABCrowdMed: A Fine-Grained Worker Selection Scheme for Crowdsourcing Healthcare With Privacy-Preserving	39
Q-BLPP: A Quality-Enabled Bilateral Location Privacy-Preserving Service Construction Scheme in Mobile Crowd Sensing	39
Freshness-Aware Incentive Mechanism for Mobile Crowdsensing With Budget Constraint	39
FlowValve+: Multi-Queue Packet Scheduling Framework on SoC-Based SmartNICs	39
Online Service Placement, Task Scheduling, and Resource Allocation in Hierarchical Collaborative MEC Systems	38
Joint Task Offloading, Resource Allocation and Model Placement for AI as a Service in 6G Network	38
Towards Auditable and Privacy-Preserving Online Medical Diagnosis Service Over Cloud	38
Privacy-Preserving Traffic Monitoring with False Report Filtering via Fog-Assisted Vehicular Crowdsensing	38
ESync: Accelerating Intra-Domain Federated Learning in Heterogeneous Data Centers	38
Boolean Searchable Attribute-Based Signcryption With Search Results Self-Verifiability Mechanism for Data Storage and Retrieval in Clouds	37
Distributed Computing Applications of Context-Aware QoS and Trust Prediction Framework	37
MapReduce Task Scheduling in Heterogeneous Geo-Distributed Data Centers	37
A Secure Searchable Encryption Framework for Privacy-Critical Cloud Storage Services	37
Enforcing Corporate Governance Controls With Cloud-Based Services	37
Implicit Supervision-Assisted Graph Collaborative Filtering for Third-Party Library Recommendation	37
Privacy-Preserving Parallel Computation of Matrix Determinant With Edge Computing	37
A Privacy-Preserving Transparent Central Bank Digital Currency System Based on Consortium Blockchain and Unspent Transaction Outputs	36
An Accurate and Privacy-Preserving Retrieval Scheme Over Outsourced Medical Images	36
Communication-Efficient Federated Learning With Adaptive Aggregation for Heterogeneous Client-Edge-Cloud Network	36
Time Series QoS Forecasting for Web Services Using Multi-Predictor-Based Genetic Programming	36
Analysis and Controlling of Manufacturing Service Ecosystem: A Research Framework Based on the Parallel System Theory	35
Vehicle Parking Navigation Based on Edge Computing With Diffusion Model and Information Potential Field	35
Runtime Verification of Business Cloud Workflow Temporal Conformance	35
PPNNI: Privacy-Preserving Neural Network Inference Against Adversarial Example Attack	35
User Preference Oriented Service Caching and Task Offloading for UAV-Assisted MEC Networks	34
Verifiable Key-Aggregate Searchable Encryption With a Designated Server in Multi-Owner Setting	34
A Direct Data Aware LSTM Neural Network Architecture for Complete Remaining Trace and Runtime Prediction	34
Privacy-Preserving and Verifiable Outsourcing Linear Inference Computing Framework	34
UrbanEnQoSPlace: A Deep Reinforcement Learning Model for Service Placement of Real-Time Smart City IoT Applications	33
Improving the Schedulability of Real-Time Tasks Using Fog Computing	33
Edge-Assisted Public Key Homomorphic Encryption for Preserving Privacy in Mobile Crowdsensing	33
Hierarchical Reinforcement Learning for Conversational Recommendation With Knowledge Graph Reasoning and Heterogeneous Questions	33
Practical Blockchain-Based Options Contract	32
Computation Offloading With Instantaneous Load Billing for Mobile Edge Computing	32
Cost-Friendly Differential Privacy of Smart Meters Using Energy Storage and Harvesting Devices	32
A Fine-Grained Regularization Scheme for Non-negative Latent Factorization of High-Dimensional and Incomplete Tensors	32
Aggregated Capability Assessment (AgCA) For CAIQ Enabled Cross-cloud Federation	32
BlockEmulator: An Emulator Enabling to Test Blockchain Sharding Protocols	32
Accurate and Interpretable Log-Based Fault Diagnosis Using Large Language Models	31
Magneto: Load-Balanced Key-Value Service for Write-Intensive Workloads	31
TAPESTRY: A De-Centralized Service for Trusted Interaction Online	31
Data Caching Optimization With Fairness in Mobile Edge Computing	30
DeFiGuard: A Price Manipulation Detection Service in DeFi Using Graph Neural Networks	30
Trajectory Privacy Protection Method Based on Differential Privacy in Crowdsensing	30
A Blockchain-Based Hedonic Game Scheme for Reputable Fog Federations	30
TaCo: Tasks Co-programming for Accelerating Inference in Scaling Edge Computing	30
FRESCO: Fast and Reliable Edge Offloading with Reputation-based Hybrid Smart Contracts	30
Web Service Recommendation via Combining Topic-aware Heterogeneous Graph Representation and Interactive Semantic Enhancement	30
Linear Structure Analysis of Embeddings for Bias Disparity Reduction in Collaborative Filtering	30
Synchronous Blockchain-Based Distributed Provable Data Possession With Forward-Security	30
A New Hybrid Adaptive Deep Learning-Based Framework for UAVs Faults and Attacks Detection	29
Explainable and Effective Process Remaining Time Prediction Using Feature-Informed Cascade Prediction Model	29
Deep Reinforcement Learning With Entropy and Attention Mechanism for D2D-Assisted Task Offloading in Edge Computing	29
Achieving Searchable Encryption Scheme With Search Pattern Hidden	29
DMSDRec: Dynamic Structure-Aware Graph Masked Autoencoder and Spatiotemporal Diffusion for Next-POI Recommendation	29
Real-Time Detection and Mitigation of LDoS Attacks in the SDN Using the HGB-FP Algorithm	29
ReMatch: An Efficient Virtual Data Center Re-Matching Strategy Based on Matching Theory	29
Social-Sensor Composition for Tapestry Scenes	28
Burst-Aware Predictive Autoscaling for Containerized Microservices	28
Elastic Resource Provisioning Using Data Clustering in Cloud Service Platform	28
Secure Cloud Data Deduplication with Efficient Re-Encryption	28
Puncturable Key-Policy Attribute-Based Encryption Scheme for Efficient User Revocation	28
Toward Efficient and Reliable Private Set Computation in Decentralized Storage	28
A Multi-View Deep Learning Approach for Predictive Business Process Monitoring	28
Attribute Based Conjunctive Keywords Search With Verifiability and Fair Payment Using Blockchain	28
Privacy-Preserving Collaborative Queries in Services Computing Using Multisource Private Data Counting	27
Virtdev: Towards Providing Edge Services	27
Fast Subgraph Matching by Dynamic Graph Editing	27

Random Coding Responses for Resisting Side-Channel Attacks in Client-Side Deduplicated Cloud Storage	27
Multi-Layered Continuous Reasoning for Cloud-IoT Application Management	27
Geo-Distributed Multi-Tier Workload Migration Over Multi-Timescale Electricity Markets	27
Utility-Aware and Privacy-Preserving Mobile Query Services	27
Energy Consumption Scheduling as a Fog Computing Service in Smart Grid	26
TrustWorker: A Trustworthy and Privacy-Preserving Worker Selection Scheme for Blockchain-Based Crowdsensing	26
Comment on “A Lightweight Auditing Service for Shared Data With Secure User Revocation in Cloud Storage”	26
Towards Proactive Risk-Aware Cloud Cost Optimization Leveraging Transient Resources	26
Artificial Impostors: An Efficient and Scalable Scheme for Location Privacy Preservation	26
Employ AI to Improve AI Services : Q-Learning Based Holistic Traffic Control for Distributed Co-Inference in Deep Learning	26
CrossMeta: A Fast and Cheap Cross-Metaverse Interoperability Protocol	26
RT3C: Real-Time Crowd Counting in Multi-Scene Video Streams via Cloud-Edge-Device Collaboration	26
A Privacy-Preserving Authenticated Key Agreement Scheme Based on Physically Unclonable Functions for Multi-Server Architecture	26
An Approach for Incremental Mining of Clickstream Patterns as a Service Application	26
Indirect Revocable KP-ABE With Revocation Undoing Resistance	26
FedOrbit: Energy Efficient Federated Learning for Orbital Edge Computing Using Block Minifloat Arithmetic	26
Accurate and Reliable Service Recommendation Based on Bilateral Perception in Multi-Access Edge Computing	26
Threshold Attribute-Based Credentials With Redactable Signature	25
An Efficient Algorithm for Microservice Placement in Cloud-Edge Collaborative Computing Environment	25
A Generic Deep Learning Based Cough Analysis System From Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels	25
RESERVE: An Energy-Efficient Edge Cloud Architecture for Intelligent Multi-UAV	25
DRPC: Distributed Reinforcement Learning Approach for Scalable Resource Provisioning in Container-Based Clusters	25
Data Access Control in Cloud Computing: Flexible and Receiver Extendable	25
CATScaler: A Convolution-Augmented Transformer Scaling Framework for Cloud-Native Applications	25
FAST: A Forecasting Model With Adaptive Sliding Window and Time Locality Integration for Dynamic Cloud Workloads	25
Compiling Service Function Chains via Fine-Grained Composition in the Programmable Data Plane	25
Swift and Accurate Mobility-Aware QoS Forecasting for Mobile Edge Environments	25
STARDUST: A Novel Process Mining Approach to Discover Evolving Models From Trace Streams	24
A Delegatable Attribute Based Encryption Scheme for a Collaborative E-Health Cloud	24
KeySea: Keyword-Based Search With Receiver Anonymity in Attribute-Based Searchable Encryption	24
Efficient Privacy-Preserving Face Identification Protocol	24
NOVA: Neural-Optimized Viewport Adaptive 360-Degree Video Streaming at the Edge	24
DySR: A Dynamic Graph Neural Network Based Service Bundle Recommendation Model for Mashup Creation	24
A Workflow Scheduling Approach With Modified Fuzzy Adaptive Genetic Algorithm in IaaS Clouds	24
Service Regulation Analysis Framework for Service Design Time: A Case Study of Internet Healthcare Service	24
A Trust Model for SLA Negotiation Candidates Selection in a Dynamic IoT Environment	24
Efficient and Privacy-Enhanced Federated Learning Based on Parameter Degradation	24
Energy-minimized Scheduling of Real-time Parallel Workflows on Heterogeneous Distributed Computing Systems	24
A Visually Meaningful Image Encryption Scheme Based on Lossless Compression SPIHT Coding	24
DDPQN: An Efficient DNN Offloading Strategy in Local-Edge-Cloud Collaborative Environments	23
A Novel Addressing and Routing Architecture for Cloud-Service Datacenter Networks	23
Unlocking Complexity: Harnessing Value Entropy for Advanced Multidimensional Utility Evaluation in Service Ecosystems	23
Secure V2V and V2I Communication in Intelligent Transportation Using Cloudlets	23
Multi-criteria performance analysis based on Physics of Decision — Application to COVID-19 and future pandemics	23
Data Re-Outsourcing Detection With Latency-Constraint for Edge Storage	23
Cost-Effective Data Placement in Edge Storage Systems With Erasure Code	23
Cybersecurity in Big Data Era: From Securing Big Data to Data-Driven Security	23
Efficient Approximation Algorithms for Scheduling Coflows With Precedence Constraints in Identical Parallel Networks to Minimize Weighted Completion Time	23
Efficient Transition Adjacency Relation Computation for Process Model Similarity	23
Capturing Request Execution Path for Understanding Service Behavior and Detecting Anomalies Without Code Instrumentation	22
Ontology-Based Privacy Data Chain Disclosure Discovery Method for Big Data	22
Tree-ORAP: A Tree-Based Oblivious Random-Access Protocol for Privacy-Protected Blockchain	22
Generalized Nesterov's Acceleration-Incorporated, Non-Negative and Adaptive Latent Factor Analysis	22
Next PoI Recommendation Based on Graph Convolutional Networks and Multiple Context-Awareness	22
TrustPay: A Dual-Layer Blockchain-Based Framework for Trusted Service Transaction	22
MTDA: Efficient and Fair DPU Offloading Method for Multiple Tenants	22
Task Recommendation in Crowdsourcing Based on Learning Preferences and Reliabilities	22
Experimental Evaluation of Rule-Based Autonomic Computing Management Framework for Cloud-Native Applications	22
A QoS-Aware Clustering Based Multi-Layer Model for Web Service Selection	22
Two-Stream Graph Convolutional Network-Incorporated Latent Feature Analysis	22
MHRR: MOOCs Recommender Service With Meta Hierarchical Reinforced Ranking	21
Cold-Start Next-Item Recommendation by User-Item Matching and Auto-Encoders	21
Watermarking-Based Secure Plaintext Image Protocols for Storage, Show, Deletion and Retrieval in the Cloud	21
A Granular SVM-Based Method for Top-N Web Services Recommendation	21
Secure Replication-Based Outsourced Computation Using Smart Contracts	21
A Formal Treatment of Contract Signature	21
Priority-Based Selection of Individuals in Memetic Algorithms for Distributed Data-Intensive Web Service Compositions	21
AoI-Aware Inference Services in Edge Computing via Digital Twin Network Slicing	21
HGDRec:Next POI Recommendation Based on Hypergraph Neural Network and Diffusion Model	20
A Secure Satellite-Edge Computing Framework for Collaborative Line Outage Identification in Smart Grid	20
Understanding AWS Provider Dependencies Updates in Infrastructure-as-Code: Empirical Study, Taxonomy, and Insights	20
Dynamic Multi-Resource Optimization for Storage Acceleration in Cloud Storage Systems	20
A Hybrid Many-Objective Optimization Algorithm for Task Offloading and Resource Allocation in Multi-Server Mobile Edge Computing Networks	20
TPPR: A Trust-Based and Privacy-Preserving Platoon Recommendation Scheme in VANET	20
LSE: Efficient Symmetric Searchable Encryption Based on Labeled PSI	20
Exploring Dynamic Task Loading in SGX-Based Distributed Computing	20
Secure Neighbor Discovery as a Service in the Internet of Ships Environment	20
Leveraging Consortium Blockchain for Secure Cross-Domain Data Sharing in Supply Chain Networks	20
A Monitoring-Free Bitcoin Payment Channel Scheme With Support for Real-Time Settlement	20
Reliable Policy Updating Under Efficient Policy Hidden Fine-Grained Access Control Framework for Cloud Data Sharing	20
An Efficient and Secure Trading Framework for Shared Charging Service Based on Multiple Consortium Blockchains	20
In-Network Computing Empowered Mobile Edge Offloading Architecture for Internet of Things	20
Online Traffic Allocation for Video Service Providers in Cloud-Edge Cooperative Systems	19
Extracting Reusable Fragments From Data-Centric Process Variants	19
Graph-Represented Computation-Intensive Task Scheduling Over Air-Ground Integrated Vehicular Networks	19
Reliable Service Recommendation: A Multi-Modal Adversarial Method for Personalized Recommendation Under Uncertain Missing Modalities	19
A Deep Reinforcement Learning Approach for Composing Moving IoT Services	19
Verifiable Semantic-Aware Ranked Keyword Search in Cloud-Assisted Edge Computing	19
HG-PAD: Heterogeneous Graph Structure Learning Aided Performance Anomaly Diagnosis in Microservice Systems	19
SHELDB: Client Storage Aware Homomorphic Encrypted Database Processing Framework With Low Communication Overhead	19
Offloading Dependent Tasks in Edge Computing With Unknown System-Side Information	19
An Embedded GRASP-VNS based Two-Layer Framework for Tour Recommendation	19
Oasis: Online All-Phase Quality-Aware Incentive Mechanism for MCS	19
DIST: Distributed Learning-Based Energy-Efficient and Reliable Task Scheduling and Resource Allocation in Fog Computing	19
Loader: A Log Anomaly Detector Based on Transformer	19