IEEE Transactions on Services Computing

Article	Citations
A Blockchain-Based Cross-Domain Data Transmission Scheme for Industrial Internet of Things with Edge-Cloud Computing	189
Enhancing Game Policy Optimization in Mobile Crowdsourcing: A Reinforcement Learning Approach	182
Optimizing Blockchain Shard Allocations Service: A Multi-Objective Evolutionary Perspective	162
KeAD: Knowledge-enhanced Graph Attention Network for Accurate Anomaly Detection	157
SNN-IoT: Efficient Partitioning and Enabling of Deep Spiking Neural Networks in IoT Services	134
Effective Graph Modeling and Contrastive Learning for Time-Aware QoS Prediction	128
RDRM: Real-Time Dynamic Replica Management With Joint Optimization for Edge Computing	121
Cost-aware Resource Recommendation for DAG-based Big Data Workflows: An Apache Spark Case Study	121
Towards Effective Resource Procurement in MEC: A Resource Re-Selling Framework	120
Coda: Runtime Detection of Application-Layer CPU-Exhaustion DoS Attacks in Containers	104
ESR-MHFL: Edge Server Reallocation for Multi- Hierarchical Federated Learning	103
Secure and Verifiable Outsourcing of Large-Scale Nonnegative Matrix Factorization (NMF)	102
Distributed Bandit-Based Cooperative Coevolution for Large-Scale Multi-Objective Data Publishing	96
Holistic Root Cause Analysis for Failures in Cloud-Native Systems Through Observability Data	94
Maximum Entropy Policy for Long-Term Fairness in Interactive Recommender Systems	94
Proactive Recommendation of Composite Services in Multi-Access Edge Computing	93
Scheduling Multi-Server Jobs With Sublinear Regrets via Online Learning	91
DynaEDI+: Reliable and Decentralized Integrity Verification for Dynamic Edge Data	90
Maximizing NFT Incentives: References Make You Rich	87
Constrained App Data Caching Over Edge Server Graphs in Edge Computing Environment	86
Scalable Large Model for Unlabeled Anomaly Detection With Trio-Attention U-Transformer and Manifold-Learning Siamese Discriminator	84
Weighted Adversarial Learning From Crowds	80
Efficient Privacy-Preserving Multi-Dimensional Range Query for Cloud-Assisted Ehealth Systems	78
Modeling and Empirical Validation of Reliability and Performance Trade-Offs of Dynamic Routing in Service- and Cloud-Based Architectures	71
Paramart: Parallel Resource Allocation Based on Blockchain Sharding for Edge-Cloud Services	71

Non-Interactive Multi-Client Searchable Symmetric Encryption With Small Client Storage	70
RASK: Range Spatial Keyword Queries on Massive Encrypted Geo-Textual Data	70
QPause: Quantum-Resistant Password-Protected Data Outsourcing for Cloud Storage	69
Dynamic Cluster-Based Flow Management for Software Defined Networks	69
NBSync: Parallelism of Local Computing and Global Synchronization for Fast Distributed Machine Learning in WANs	69
An Energy Aware Task Scheduling Model Using Ant-Mating Optimization in Fog Computing Environment	69
M-DAFTO: Multi-Stage Deferred Acceptance Based Fair Task Offloading in IoT-Fog Systems	68
Cloud-Based Charging Management of Heterogeneous Electric Vehicles in a Network of Charging Stations: Price Incentive Versus Capacity Expansion	67
Attribute-Based Expressive and Ranked Keyword Search Over Encrypted Documents in Cloud Computing	66
Delay-Prioritized and Reliable Task Scheduling With Long-Term Load Balancing in Computing Power Networks	64
Cross-F $^{2}$ SCIL: A Federated Few-Shot Class Incremental Learning Method for Cross Mobile Edge Network Environments	63
Task Allocation With Geography-Context-Capacity Awareness in Distributed Burstable Billing Edge-Cloud Systems	62
2021 Reviewers List	61
Reputation Bootstrapping for Composite Services Using CP-Nets	59
Availability and Reliability of Core Networks (4G/5G) From a Deployment Standpoint	58
Incentive Mechanism for Mobile Crowdsensing with Two-Stage Stackelberg Game	58
Delegatable Order-Revealing Encryption for Reliable Cross-Database Query	58
DeFedGCN: Privacy-Preserving Decentralized Federated GCN for Recommender System	57
Pre-Fetch or Not: A Privacy-Aware Edge-User Co-opetition Delivery Framework for Metaverse Multimedia Services	55
Exploring Smart Contract Recommendation: Towards Efficient Blockchain Development	55
Energy-Aware Service Function Chaining Embedding in NFV Networks	55
SaaSC: Toward Pay-as-You-Go Mode for Software Service Transactions Based on Blockchain's Smart Legal Contracts	54
FREB: Participant Selection in Federated Learning with Reputation Evaluation and Blockchain	54
Deep Reinforcement Learning for Scheduling Applications in Serverless and Serverful Hybrid Computing Environments	53
An Efficient Replication-Based Aggregation Verification and Correctness Assurance Scheme for Federated Learning	52
Detecting Web Attacks From HTTP Weblogs Using Variational LSTM Autoencoder Deviation Network	52
Privacy-Preserving Convolutional Neural Network Classification Scheme With Multiple Keys	52
Efficient and Privacy-Preserving Spatial-Feature-Based Reverse kNN Query	50
MSCCL: A Framework for Enhancing Mashup Service Clustering With Contrastive Learning	50
Optimizing Energy Efficiency for Data Center via Parameterized Deep Reinforcement Learning	49
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	48
Differential Privacy-Based Location Protection in Spatial Crowdsourcing	48
In-Flight Energy-Driven Composition of Drone Swarm Services	48
Resource Provisioning and Allocation in Function-as-a-Service Edge-Clouds	47
Joint Optimization of Request Assignment and Computing Resource Allocation in Multi-Access Edge Computing	47
Scheduling Workflows With Composite Tasks: A Nested Particle Swarm Optimization Approach	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
EHRChain: A Blockchain-Based EHR System Using Attribute-Based and Homomorphic Cryptosystem	45
Guest Editor's Introduction: Special Section on Edge AI as a Service	45
Federated Distributed Deep Reinforcement Learning for Recommendation-Enabled Edge Caching	45
VPFLI: Verifiable Privacy-Preserving Federated Learning With Irregular Users Based on Single Server	44
ESync: Accelerating Intra-Domain Federated Learning in Heterogeneous Data Centers	44
Secure Updatable Storage Access Control System for EHRs in the Cloud	44
Freshness-Aware Incentive Mechanism for Mobile Crowdsensing With Budget Constraint	43
Joint Task Offloading, Resource Allocation and Model Placement for AI as a Service in 6G Network	43
FaaSDeliver: Cost-Efficient and QoS-Aware Function Delivery in Computing Continuum	42
PIAS: Privacy-Preserving Incentive Announcement System Based on Blockchain for Internet of Vehicles	42
FlowValve+: Multi-Queue Packet Scheduling Framework on SoC-Based SmartNICs	42

Semantically Rich Framework to Automate Cyber Insurance Services	41
Integrating IoT and 6G: Applications of Edge Intelligence, Challenges, and Future Directions	41
A Game-Based Computation Offloading With Imperfect Information in Multi-Edge Environments	40
Privacy Cost Optimization of Smart Meters Using URLLC and Demand Side Energy Trading	40
Automated Probe Life-Cycle Management for Monitoring-As-a-Service	39
An Efficient Privacy-Preserving Ranked Multi-Keyword Retrieval for Multiple Data Owners in Outsourced Cloud	38
Dynamic Adaptive Federated Learning on Local Long-Tailed Data	38
2024 Reviewers List*	38
Secure and Privacy Preserving Scalable GDPR Enforcement System	38
A Semantically Rich Framework to Automate Cloud Service Level Agreements	38
Q-BLPP: A Quality-Enabled Bilateral Location Privacy-Preserving Service Construction Scheme in Mobile Crowd Sensing	37
A Blockchain System for QoS Monitoring in Decentralized Edge Computing	37
GraphIoT: Lightweight IoT Device Detection Based on Graph Classifiers and Incremental Learning	37
Towards Auditable and Privacy-Preserving Online Medical Diagnosis Service Over Cloud	37
ABCrowdMed: A Fine-Grained Worker Selection Scheme for Crowdsourcing Healthcare With Privacy-Preserving	37
Criticality and Utility-Aware Fog Computing System for Remote Health Monitoring	37
A Direct Data Aware LSTM Neural Network Architecture for Complete Remaining Trace and Runtime Prediction	37
Privacy-Preserving Traffic Monitoring with False Report Filtering via Fog-Assisted Vehicular Crowdsensing	37
A Secure Searchable Encryption Framework for Privacy-Critical Cloud Storage Services	36
Implicit Supervision-Assisted Graph Collaborative Filtering for Third-Party Library Recommendation	36
Distributed Computing Applications of Context-Aware QoS and Trust Prediction Framework	36
Hierarchical Reinforcement Learning for Conversational Recommendation With Knowledge Graph Reasoning and Heterogeneous Questions	36
User Preference Oriented Service Caching and Task Offloading for UAV-Assisted MEC Networks	36
Enforcing Corporate Governance Controls With Cloud-Based Services	36
Privacy-Preserving and Verifiable Outsourcing Linear Inference Computing Framework	36
Online Service Placement, Task Scheduling, and Resource Allocation in Hierarchical Collaborative MEC Systems	36
A Privacy-Preserving Transparent Central Bank Digital Currency System Based on Consortium Blockchain and Unspent Transaction Outputs	36
Privacy-Preserving Parallel Computation of Matrix Determinant With Edge Computing	36
Edge-Assisted Public Key Homomorphic Encryption for Preserving Privacy in Mobile Crowdsensing	36
Verifiable Key-Aggregate Searchable Encryption With a Designated Server in Multi-Owner Setting	35
BlockEmulator: An Emulator Enabling to Test Blockchain Sharding Protocols	35
Boolean Searchable Attribute-Based Signcryption With Search Results Self-Verifiability Mechanism for Data Storage and Retrieval in Clouds	34
Time Series QoS Forecasting for Web Services Using Multi-Predictor-Based Genetic Programming	34
MapReduce Task Scheduling in Heterogeneous Geo-Distributed Data Centers	34
Computation Offloading With Instantaneous Load Billing for Mobile Edge Computing	34
Improving the Schedulability of Real-Time Tasks Using Fog Computing	34
PPNNI: Privacy-Preserving Neural Network Inference Against Adversarial Example Attack	33
An Accurate and Privacy-Preserving Retrieval Scheme Over Outsourced Medical Images	33
UrbanEnQoSPlace: A Deep Reinforcement Learning Model for Service Placement of Real-Time Smart City IoT Applications	33
A Fine-Grained Regularization Scheme for Non-negative Latent Factorization of High-Dimensional and Incomplete Tensors	33
Communication-Efficient Federated Learning With Adaptive Aggregation for Heterogeneous Client-Edge-Cloud Network	33
Vehicle Parking Navigation Based on Edge Computing With Diffusion Model and Information Potential Field	32
A Blockchain-Based Hedonic Game Scheme for Reputable Fog Federations	32
Analysis and Controlling of Manufacturing Service Ecosystem: A Research Framework Based on the Parallel System Theory	32
Practical Blockchain-Based Options Contract	32
Runtime Verification of Business Cloud Workflow Temporal Conformance	32
Cost-Friendly Differential Privacy of Smart Meters Using Energy Storage and Harvesting Devices	31
Deep Reinforcement Learning With Entropy and Attention Mechanism for D2D-Assisted Task Offloading in Edge Computing	31
Aggregated Capability Assessment (AgCA) For CAIQ Enabled Cross-cloud Federation	31
A Multi-View Deep Learning Approach for Predictive Business Process Monitoring	31
Web Service Recommendation via Combining Topic-aware Heterogeneous Graph Representation and Interactive Semantic Enhancement	30
A New Hybrid Adaptive Deep Learning-Based Framework for UAVs Faults and Attacks Detection	30
Attribute Based Conjunctive Keywords Search With Verifiability and Fair Payment Using Blockchain	30
TAPESTRY: A De-Centralized Service for Trusted Interaction Online	30
Elastic Resource Provisioning Using Data Clustering in Cloud Service Platform	30
Data Caching Optimization With Fairness in Mobile Edge Computing	29
TaCo: Tasks Co-programming for Accelerating Inference in Scaling Edge Computing	29
ReMatch: An Efficient Virtual Data Center Re-Matching Strategy Based on Matching Theory	29
Puncturable Key-Policy Attribute-Based Encryption Scheme for Efficient User Revocation	29
Achieving Searchable Encryption Scheme With Search Pattern Hidden	29
Magneto: Load-Balanced Key-Value Service for Write-Intensive Workloads	29
Trajectory Privacy Protection Method Based on Differential Privacy in Crowdsensing	28
Toward Efficient and Reliable Private Set Computation in Decentralized Storage	28
FRESCO: Fast and Reliable Edge Offloading with Reputation-based Hybrid Smart Contracts	28
Synchronous Blockchain-Based Distributed Provable Data Possession With Forward-Security	28
Real-Time Detection and Mitigation of LDoS Attacks in the SDN Using the HGB-FP Algorithm	27
Accurate and Interpretable Log-Based Fault Diagnosis using Large Language Models	27
Burst-Aware Predictive Autoscaling for Containerized Microservices	27
Linear Structure Analysis of Embeddings for Bias Disparity Reduction in Collaborative Filtering	27
DeFiGuard: A Price Manipulation Detection Service in DeFi Using Graph Neural Networks	27
Secure Cloud Data Deduplication with Efficient Re-Encryption	27
DMSDRec: Dynamic Structure-Aware Graph Masked Autoencoder and Spatiotemporal Diffusion for Next-POI Recommendation	27
Explainable and Effective Process Remaining Time Prediction Using Feature-Informed Cascade Prediction Model	27
Virtdev: Towards Providing Edge Services	26
Random Coding Responses for Resisting Side-Channel Attacks in Client-Side Deduplicated Cloud Storage	26
Privacy-Preserving Collaborative Queries in Services Computing Using Multisource Private Data Counting	26
Social-Sensor Composition for Tapestry Scenes	26
Utility-Aware and Privacy-Preserving Mobile Query Services	26
Efficient and Privacy-Enhanced Federated Learning Based on Parameter Degradation	26
Fast Subgraph Matching by Dynamic Graph Editing	26

A Trust Model for SLA Negotiation Candidates Selection in a Dynamic IoT Environment	26
Artificial Impostors: An Efficient and Scalable Scheme for Location Privacy Preservation	26
Geo-Distributed Multi-Tier Workload Migration Over Multi-Timescale Electricity Markets	26
Multi-Layered Continuous Reasoning for Cloud-IoT Application Management	26
Cost-Effective Data Placement in Edge Storage Systems With Erasure Code	25
Employ AI to Improve AI Services : Q-Learning Based Holistic Traffic Control for Distributed Co-Inference in Deep Learning	25
A Delegatable Attribute Based Encryption Scheme for a Collaborative E-Health Cloud	25
KeySea: Keyword-Based Search With Receiver Anonymity in Attribute-Based Searchable Encryption	25
RESERVE: An Energy-Efficient Edge Cloud Architecture for Intelligent Multi-UAV	25
An Approach for Incremental Mining of Clickstream Patterns as a Service Application	25
Swift and Accurate Mobility-Aware QoS Forecasting for Mobile Edge Environments	25
CATScaler: A Convolution-Augmented Transformer Scaling Framework for Cloud-Native Applications	25
A Workflow Scheduling Approach With Modified Fuzzy Adaptive Genetic Algorithm in IaaS Clouds	25
TrustWorker: A Trustworthy and Privacy-Preserving Worker Selection Scheme for Blockchain-Based Crowdsensing	25
DySR: A Dynamic Graph Neural Network Based Service Bundle Recommendation Model for Mashup Creation	25
Accurate and Reliable Service Recommendation Based on Bilateral Perception in Multi-Access Edge Computing	24
A Privacy-Preserving Authenticated Key Agreement Scheme Based on Physically Unclonable Functions for Multi-Server Architecture	24
A Visually Meaningful Image Encryption Scheme Based on Lossless Compression SPIHT Coding	24
FedOrbit: Energy Efficient Federated Learning for Orbital Edge Computing Using Block Minifloat Arithmetic	24
Comment on “A Lightweight Auditing Service for Shared Data With Secure User Revocation in Cloud Storage”	24
RT3C: Real-Time Crowd Counting in Multi-Scene Video Streams via Cloud-Edge-Device Collaboration	24
Energy-minimized Scheduling of Real-time Parallel Workflows on Heterogeneous Distributed Computing Systems	24
Towards Proactive Risk-Aware Cloud Cost Optimization Leveraging Transient Resources	24
Efficient Privacy-Preserving Face Identification Protocol	24
Indirect Revocable KP-ABE With Revocation Undoing Resistance	24
CrossMeta: A Fast and Cheap Cross-Metaverse Interoperability Protocol	24
DRPC: Distributed Reinforcement Learning Approach for Scalable Resource Provisioning in Container-Based Clusters	23
Compiling Service Function Chains via Fine-Grained Composition in the Programmable Data Plane	23
Data Access Control in Cloud Computing: Flexible and Receiver Extendable	23
Secure V2V and V2I Communication in Intelligent Transportation Using Cloudlets	23
STARDUST: A Novel Process Mining Approach to Discover Evolving Models From Trace Streams	23
DDPQN: An Efficient DNN Offloading Strategy in Local-Edge-Cloud Collaborative Environments	23
Threshold Attribute-Based Credentials With Redactable Signature	23
NOVA: Neural-Optimized Viewport Adaptive 360-Degree Video Streaming at the Edge	23
Cybersecurity in Big Data Era: From Securing Big Data to Data-Driven Security	22
A Novel Addressing and Routing Architecture for Cloud-Service Datacenter Networks	22
Efficient Approximation Algorithms for Scheduling Coflows With Precedence Constraints in Identical Parallel Networks to Minimize Weighted Completion Time	22
Unlocking Complexity: Harnessing Value Entropy for Advanced Multidimensional Utility Evaluation in Service Ecosystems	22
FAST: A Forecasting Model With Adaptive Sliding Window and Time Locality Integration for Dynamic Cloud Workloads	22
Service Regulation Analysis Framework for Service Design Time: A Case Study of Internet Healthcare Service	22
Efficient Transition Adjacency Relation Computation for Process Model Similarity	22
A Monitoring-Free Bitcoin Payment Channel Scheme With Support for Real-Time Settlement	22
Data Re-Outsourcing Detection With Latency-Constraint for Edge Storage	22
A Generic Deep Learning Based Cough Analysis System From Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels	22
Energy Consumption Scheduling as a Fog Computing Service in Smart Grid	22
An Efficient Algorithm for Microservice Placement in Cloud-Edge Collaborative Computing Environment	22
Generalized Nesterov's Acceleration-Incorporated, Non-Negative and Adaptive Latent Factor Analysis	22
Multi-criteria performance analysis based on Physics of Decision — Application to COVID-19 and future pandemics	22
AoI-Aware Inference Services in Edge Computing via Digital Twin Network Slicing	21
Task Recommendation in Crowdsourcing Based on Learning Preferences and Reliabilities	21
Capturing Request Execution Path for Understanding Service Behavior and Detecting Anomalies Without Code Instrumentation	21
Two-Stream Graph Convolutional Network-Incorporated Latent Feature Analysis	21
Watermarking-Based Secure Plaintext Image Protocols for Storage, Show, Deletion and Retrieval in the Cloud	21
Tree-ORAP: A Tree-Based Oblivious Random-Access Protocol for Privacy-Protected Blockchain	21
A QoS-Aware Clustering Based Multi-Layer Model for Web Service Selection	21
Experimental Evaluation of Rule-Based Autonomic Computing Management Framework for Cloud-Native Applications	21
Leveraging Consortium Blockchain for Secure Cross-Domain Data Sharing in Supply Chain Networks	21
TrustPay: A Dual-Layer Blockchain-Based Framework for Trusted Service Transaction	21
TPPR: A Trust-Based and Privacy-Preserving Platoon Recommendation Scheme in VANET	21
Next PoI Recommendation Based on Graph Convolutional Networks and Multiple Context-Awareness	21
Ontology-Based Privacy Data Chain Disclosure Discovery Method for Big Data	21
HGDRec:Next POI Recommendation Based on Hypergraph Neural Network and Diffusion Model	21
MTDA: Efficient and Fair DPU Offloading Method for Multiple Tenants	20
Priority-Based Selection of Individuals in Memetic Algorithms for Distributed Data-Intensive Web Service Compositions	20
Exploring Dynamic Task Loading in SGX-Based Distributed Computing	20
LSE: Efficient Symmetric Searchable Encryption Based on Labeled PSI	20
Cold-Start Next-Item Recommendation by User-Item Matching and Auto-Encoders	20
A Granular SVM-Based Method for Top-N Web Services Recommendation	20
A Secure Satellite-Edge Computing Framework for Collaborative Line Outage Identification in Smart Grid	20
Secure Replication-Based Outsourced Computation Using Smart Contracts	20
A Formal Treatment of Contract Signature	20
Understanding AWS Provider Dependencies Updates in Infrastructure-as-Code: Empirical Study, Taxonomy, and Insights	19
Secure Neighbor Discovery as a Service in the Internet of Ships Environment	19
An Efficient and Secure Trading Framework for Shared Charging Service Based on Multiple Consortium Blockchains	19
In-Network Computing Empowered Mobile Edge Offloading Architecture for Internet of Things	19
MHRR: MOOCs Recommender Service With Meta Hierarchical Reinforced Ranking	19
HG-PAD: Heterogeneous Graph Structure Learning Aided Performance Anomaly Diagnosis in Microservice Systems	19
A Hybrid Many-Objective Optimization Algorithm for Task Offloading and Resource Allocation in Multi-Server Mobile Edge Computing Networks	19
A Geography-Based P2P Overlay Network for Fast and Robust Blockchain Systems	19
Reliable Policy Updating Under Efficient Policy Hidden Fine-Grained Access Control Framework for Cloud Data Sharing	19
Concurrent Request Multiplexing for Cloud Composite Service Reservation	19
Dynamic Multi-Resource Optimization for Storage Acceleration in Cloud Storage Systems	19
Verifiable Semantic-Aware Ranked Keyword Search in Cloud-Assisted Edge Computing	19
Oasis: Online All-Phase Quality-Aware Incentive Mechanism for MCS	18
Privacy-Preserving Reverse Nearest Neighbor Query Over Encrypted Spatial Data	18
An Embedded GRASP-VNS based Two-Layer Framework for Tour Recommendation	18
Model Caching and Application Offloading for Mobile Edge Intelligence Network With Learning-and-Optimization Approach	18
Extracting Reusable Fragments From Data-Centric Process Variants	18
TF-DDRL: A Transformer-Enhanced Distributed DRL Technique for Scheduling IoT Applications in Edge and Cloud Computing Environments	18
TPI-LLM: Serving 70B-scale LLMs Efficiently on Low-resource Mobile Devices	18
A Utility-Optimal Reverse Posted Pricing Mechanism for Online Mobile Crowdsensing Task Allocation	18
Demand-Driven Deep Reinforcement Learning for Scalable Fog and Service Placement	18
: A QoS-Aware Distributed Deep Reinforcement Learning Technique for Service Offloading in Fog Computing Environments	18
SpaceCache+: Towards Pervasive Content Delivery via Low-Earth Orbit Mega-Constellations	18
A Deep Reinforcement Learning Approach for Composing Moving IoT Services	18