IEEE Transactions on Services Computing

Article	Citations
Cost-aware Resource Recommendation for DAG-based Big Data Workflows: An Apache Spark Case Study	196
Effective Graph Modeling and Contrastive Learning for Time-Aware QoS Prediction	196
Proactive Recommendation of Composite Services in Multi-Access Edge Computing	151
A Blockchain-Based Cross-Domain Data Transmission Scheme for Industrial Internet of Things With Edge-Cloud Computing	137
Optimizing Blockchain Shard Allocations Service: A Multi-Objective Evolutionary Perspective	137
ESR-MHFL: Edge Server Reallocation for Multi-Hierarchical Federated Learning	128
Paramart: Parallel Resource Allocation Based on Blockchain Sharding for Edge-Cloud Services	112
Scheduling Multi-Server Jobs With Sublinear Regrets via Online Learning	110
Modeling and Empirical Validation of Reliability and Performance Trade-Offs of Dynamic Routing in Service- and Cloud-Based Architectures	105
Constrained App Data Caching Over Edge Server Graphs in Edge Computing Environment	104
Dynamic Cluster-Based Flow Management for Software Defined Networks	102
M-DAFTO: Multi-Stage Deferred Acceptance Based Fair Task Offloading in IoT-Fog Systems	100
RASK: Range Spatial Keyword Queries on Massive Encrypted Geo-Textual Data	98
NBSync: Parallelism of Local Computing and Global Synchronization for Fast Distributed Machine Learning in WANs	97
Weighted Adversarial Learning From Crowds	97
Coda: Runtime Detection of Application-Layer CPU-Exhaustion DoS Attacks in Containers	97
Scalable Large Model for Unlabeled Anomaly Detection With Trio-Attention U-Transformer and Manifold-Learning Siamese Discriminator	92
SNN-IoT: Efficient Partitioning and Enabling of Deep Spiking Neural Networks in IoT Services	92
Location Privacy Protection Method Based on Local Differential Privacy in Crowdsensing With Approximately Accurate Task Allocation	90
Attribute-Based Expressive and Ranked Keyword Search Over Encrypted Documents in Cloud Computing	90
QPause: Quantum-Resistant Password-Protected Data Outsourcing for Cloud Storage	78
Efficient Privacy-Preserving Multi-Dimensional Range Query for Cloud-Assisted Ehealth Systems	77
Maximizing NFT Incentives: References Make You Rich	77
KeAD: Knowledge-enhanced Graph Attention Network for Accurate Anomaly Detection	76
Enhancing Game Policy Optimization in Mobile Crowdsourcing: A Reinforcement Learning Approach	75

Holistic Root Cause Analysis for Failures in Cloud-Native Systems Through Observability Data	75
An Energy Aware Task Scheduling Model Using Ant-Mating Optimization in Fog Computing Environment	75
Cross-F$^{2}$SCIL: A Federated Few-Shot Class Incremental Learning Method for Cross Mobile Edge Network Environments	75
Maximum Entropy Policy for Long-Term Fairness in Interactive Recommender Systems	70
DynaEDI+: Reliable and Decentralized Integrity Verification for Dynamic Edge Data	68
Distributed Bandit-Based Cooperative Coevolution for Large-Scale Multi-Objective Data Publishing	66
Cloud-Based Charging Management of Heterogeneous Electric Vehicles in a Network of Charging Stations: Price Incentive Versus Capacity Expansion	66
Towards Effective Resource Procurement in MEC: A Resource Re-Selling Framework	65
Non-Interactive Multi-Client Searchable Symmetric Encryption With Small Client Storage	65
DALAD: Unsupervised Detection of Global and Local Anomalies in Microservice Systems	65
Delay-Prioritized and Reliable Task Scheduling With Long-Term Load Balancing in Computing Power Networks	64
RDRM: Real-Time Dynamic Replica Management With Joint Optimization for Edge Computing	64
Task Allocation With Geography-Context-Capacity Awareness in Distributed Burstable Billing Edge-Cloud Systems	62
Availability and Reliability of Core Networks (4G/5G) From a Deployment Standpoint	61
DeFedGCN: Privacy-Preserving Decentralized Federated GCN for Recommender System	60
Pre-Fetch or Not: A Privacy-Aware Edge-User Co-opetition Delivery Framework for Metaverse Multimedia Services	60
Privacy-Preserving Convolutional Neural Network Classification Scheme With Multiple Keys	60
Deep Reinforcement Learning for Scheduling Applications in Serverless and Serverful Hybrid Computing Environments	59
Privacy-Preserving Cross-Client Recommender Systems With Fully-Separable Graph Neural Networks	58
In-Flight Energy-Driven Composition of Drone Swarm Services	57
An Efficient Replication-Based Aggregation Verification and Correctness Assurance Scheme for Federated Learning	57
SaaSC: Toward Pay-as-You-Go Mode for Software Service Transactions Based on Blockchain's Smart Legal Contracts	57
FREB: Participant Selection in Federated Learning with Reputation Evaluation and Blockchain	57
Efficient and Privacy-Preserving Spatial-Feature-Based Reverse kNN Query	56
MSCCL: A Framework for Enhancing Mashup Service Clustering With Contrastive Learning	56
Delegatable Order-Revealing Encryption for Reliable Cross-Database Query	55
Exploring Smart Contract Recommendation: Towards Efficient Blockchain Development	53
Energy-Aware Service Function Chaining Embedding in NFV Networks	53
Reputation Bootstrapping for Composite Services Using CP-Nets	51
A Survey of Proxy Re-Encryption for Secure Data Sharing in Cloud Computing	50
Joint Optimization of Fine-grained Representation and Workflow Orchestration in Metaverse Articulated Manipulation Auto-generation by VLA Method	50
An Adaptive Toolbox for Computing Throttling Rate Limits in Web APIs	49
Resource Provisioning and Allocation in Function-as-a-Service Edge-Clouds	49
Deep Reinforcement Learning for Containerized Edge Intelligence Inference Request Processing in IoT Edge Computing	48
Real-Time Task and Resource Co-Optimization in Edge-Cloud Computing for Networked Control Systems via Logic-Based Benders Decomposition	48
Differential Privacy-Based Location Protection in Spatial Crowdsourcing	48
Scheduling Workflows With Composite Tasks: A Nested Particle Swarm Optimization Approach	48
Detecting Web Attacks From HTTP Weblogs Using Variational LSTM Autoencoder Deviation Network	48
Federated Distributed Deep Reinforcement Learning for Recommendation-Enabled Edge Caching	47
EHRChain: A Blockchain-Based EHR System Using Attribute-Based and Homomorphic Cryptosystem	47
Joint Optimization of Request Assignment and Computing Resource Allocation in Multi-Access Edge Computing	47
Incentive Mechanism for Mobile Crowdsensing with Two-Stage Stackelberg Game	47
MADRL-Based Order Dispatching in MoD Systems With Bipartite Graph Splitting	46
Optimizing Energy Efficiency for Data Center via Parameterized Deep Reinforcement Learning	46
Semantically Rich Framework to Automate Cyber Insurance Services	45
A Semantically Rich Framework to Automate Cloud Service Level Agreements	44
Secure and Privacy Preserving Scalable GDPR Enforcement System	44
Automated Probe Life-Cycle Management for Monitoring-As-a-Service	44
2024 Reviewers List*	44
Joint Task Offloading, Resource Allocation and Model Placement for AI as a Service in 6G Network	43

VPFLI: Verifiable Privacy-Preserving Federated Learning With Irregular Users Based on Single Server	43
PIAS: Privacy-Preserving Incentive Announcement System Based on Blockchain for Internet of Vehicles	43
An Efficient Privacy-Preserving Ranked Multi-Keyword Retrieval for Multiple Data Owners in Outsourced Cloud	42
GraphIoT: Lightweight IoT Device Detection Based on Graph Classifiers and Incremental Learning	42
ABCrowdMed: A Fine-Grained Worker Selection Scheme for Crowdsourcing Healthcare With Privacy-Preserving	42
Dynamic Adaptive Federated Learning on Local Long-Tailed Data	41
Guest Editor's Introduction: Special Section on Edge AI as a Service	41
Criticality and Utility-Aware Fog Computing System for Remote Health Monitoring	41
Freshness-Aware Incentive Mechanism for Mobile Crowdsensing With Budget Constraint	41
A Game-Based Computation Offloading With Imperfect Information in Multi-Edge Environments	41
ESync: Accelerating Intra-Domain Federated Learning in Heterogeneous Data Centers	40
FlowValve+: Multi-Queue Packet Scheduling Framework on SoC-Based SmartNICs	40
A Stable Locality-Aware Task Scheduling Mechanism for Mobile Edge Computing With Workflow Task Offloading	40
Q-BLPP: A Quality-Enabled Bilateral Location Privacy-Preserving Service Construction Scheme in Mobile Crowd Sensing	40
Privacy Cost Optimization of Smart Meters Using URLLC and Demand Side Energy Trading	40
Secure Updatable Storage Access Control System for EHRs in the Cloud	40
OPUS: Optimal Pricing for UAV-as-a-Service Using Bargaining Game	40
Enforcing Corporate Governance Controls With Cloud-Based Services	39
Integrating IoT and 6G: Applications of Edge Intelligence, Challenges, and Future Directions	39
TREAT: Temporal and Relational Attention-Based Tensor Representation Learning for Ethereum Phishing Users	39
Boolean Searchable Attribute-Based Signcryption With Search Results Self-Verifiability Mechanism for Data Storage and Retrieval in Clouds	39
A Blockchain System for QoS Monitoring in Decentralized Edge Computing	39
Towards Auditable and Privacy-Preserving Online Medical Diagnosis Service Over Cloud	39
FaaSDeliver: Cost-Efficient and QoS-Aware Function Delivery in Computing Continuum	39
QuanFraud: Quantum State Verification Scheme for Fraud Detection in IoT-Assisted Quantum-Blockchain Networks	39
Performance Isolation for Serverless Functions	39
Distributed Computing Applications of Context-Aware QoS and Trust Prediction Framework	38
PPNNI: Privacy-Preserving Neural Network Inference Against Adversarial Example Attack	38
Time Series QoS Forecasting for Web Services Using Multi-Predictor-Based Genetic Programming	38
Runtime Verification of Business Cloud Workflow Temporal Conformance	38
Privacy-Preserving Parallel Computation of Matrix Determinant With Edge Computing	37
Verifiable Key-Aggregate Searchable Encryption With a Designated Server in Multi-Owner Setting	37
Vehicle Parking Navigation Based on Edge Computing With Diffusion Model and Information Potential Field	37
Edge-Assisted Public Key Homomorphic Encryption for Preserving Privacy in Mobile Crowdsensing	36
Privacy-Preserving and Verifiable Outsourcing Linear Inference Computing Framework	36
Hierarchical Reinforcement Learning for Conversational Recommendation With Knowledge Graph Reasoning and Heterogeneous Questions	36
Improving the Schedulability of Real-Time Tasks Using Fog Computing	36
UrbanEnQoSPlace: A Deep Reinforcement Learning Model for Service Placement of Real-Time Smart City IoT Applications	35
A Privacy-Preserving Transparent Central Bank Digital Currency System Based on Consortium Blockchain and Unspent Transaction Outputs	34
Online Service Placement, Task Scheduling, and Resource Allocation in Hierarchical Collaborative MEC Systems	34
A Fine-Grained Regularization Scheme for Non-negative Latent Factorization of High-Dimensional and Incomplete Tensors	34
MapReduce Task Scheduling in Heterogeneous Geo-Distributed Data Centers	34
Implicit Supervision-Assisted Graph Collaborative Filtering for Third-Party Library Recommendation	34
Computation Offloading With Instantaneous Load Billing for Mobile Edge Computing	34
BlockEmulator: An Emulator Enabling to Test Blockchain Sharding Protocols	33
An Accurate and Privacy-Preserving Retrieval Scheme Over Outsourced Medical Images	33
TAPESTRY: A De-Centralized Service for Trusted Interaction Online	32
A Direct Data Aware LSTM Neural Network Architecture for Complete Remaining Trace and Runtime Prediction	32
Aggregated Capability Assessment (AgCA) For CAIQ Enabled Cross-cloud Federation	32
User Preference Oriented Service Caching and Task Offloading for UAV-Assisted MEC Networks	32
Magneto: Load-Balanced Key-Value Service for Write-Intensive Workloads	32
Practical Blockchain-Based Options Contract	32
Communication-Efficient Federated Learning With Adaptive Aggregation for Heterogeneous Client-Edge-Cloud Network	32
DeFiGuard: A Price Manipulation Detection Service in DeFi Using Graph Neural Networks	31
DMSDRec: Dynamic Structure-Aware Graph Masked Autoencoder and Spatiotemporal Diffusion for Next-POI Recommendation	31
Linear Structure Analysis of Embeddings for Bias Disparity Reduction in Collaborative Filtering	31
Achieving Searchable Encryption Scheme With Search Pattern Hidden	31
Secure Cloud Data Deduplication with Efficient Re-Encryption	31
Puncturable Key-Policy Attribute-Based Encryption Scheme for Efficient User Revocation	31
Web Service Recommendation via Combining Topic-aware Heterogeneous Graph Representation and Interactive Semantic Enhancement	31
Elastic Resource Provisioning Using Data Clustering in Cloud Service Platform	31
Synchronous Blockchain-Based Distributed Provable Data Possession With Forward-Security	31
Toward Efficient and Reliable Private Set Computation in Decentralized Storage	30
Deep Reinforcement Learning With Entropy and Attention Mechanism for D2D-Assisted Task Offloading in Edge Computing	30
ReMatch: An Efficient Virtual Data Center Re-Matching Strategy Based on Matching Theory	30
Accurate and Interpretable Log-Based Fault Diagnosis Using Large Language Models	30
Explainable and Effective Process Remaining Time Prediction Using Feature-Informed Cascade Prediction Model	30
Attribute Based Conjunctive Keywords Search With Verifiability and Fair Payment Using Blockchain	30
Cost-Friendly Differential Privacy of Smart Meters Using Energy Storage and Harvesting Devices	30
A New Hybrid Adaptive Deep Learning-Based Framework for UAVs Faults and Attacks Detection	29
FRESCO: Fast and Reliable Edge Offloading With Reputation-Based Hybrid Smart Contracts	29
A Blockchain-Based Hedonic Game Scheme for Reputable Fog Federations	29
TaCo: Tasks Co-Programming for Accelerating Inference in Scaling Edge Computing	29
Data Caching Optimization With Fairness in Mobile Edge Computing	28
Utility-Aware and Privacy-Preserving Mobile Query Services	28
Fast Subgraph Matching by Dynamic Graph Editing	28
Real-Time Detection and Mitigation of LDoS Attacks in the SDN Using the HGB-FP Algorithm	28
Burst-Aware Predictive Autoscaling for Containerized Microservices	28
Virtdev: Towards Providing Edge Services	28
Social-Sensor Composition for Tapestry Scenes	28

Trajectory Privacy Protection Method Based on Differential Privacy in Crowdsensing	28
A Multi-View Deep Learning Approach for Predictive Business Process Monitoring	28
Privacy-Preserving Collaborative Queries in Services Computing Using Multisource Private Data Counting	28
Swift and Accurate Mobility-Aware QoS Forecasting for Mobile Edge Environments	27
Towards Proactive Risk-Aware Cloud Cost Optimization Leveraging Transient Resources	27
Service Regulation Analysis Framework for Service Design Time: A Case Study of Internet Healthcare Service	27
An Approach for Incremental Mining of Clickstream Patterns as a Service Application	27
CATScaler: A Convolution-Augmented Transformer Scaling Framework for Cloud-Native Applications	27
Compiling Service Function Chains via Fine-Grained Composition in the Programmable Data Plane	27
Accurate and Reliable Service Recommendation Based on Bilateral Perception in Multi-Access Edge Computing	27
FedOrbit: Energy Efficient Federated Learning for Orbital Edge Computing Using Block Minifloat Arithmetic	27
STARDUST: A Novel Process Mining Approach to Discover Evolving Models From Trace Streams	27
Hierarchical Reinforcement Learning for Optimizing Local-Global Collaborative Computation Offloading and Resource Allocation	27
Artificial Impostors: An Efficient and Scalable Scheme for Location Privacy Preservation	26
A Trust Model for SLA Negotiation Candidates Selection in a Dynamic IoT Environment	26
A Visually Meaningful Image Encryption Scheme Based on Lossless Compression SPIHT Coding	26
Employ AI to Improve AI Services : Q-Learning Based Holistic Traffic Control for Distributed Co-Inference in Deep Learning	26
Random Coding Responses for Resisting Side-Channel Attacks in Client-Side Deduplicated Cloud Storage	26
Efficient and Privacy-Enhanced Federated Learning Based on Parameter Degradation	26
FAST: A Forecasting Model With Adaptive Sliding Window and Time Locality Integration for Dynamic Cloud Workloads	26
NOVA: Neural-Optimized Viewport Adaptive 360-Degree Video Streaming at the Edge	26
RESERVE: An Energy-Efficient Edge Cloud Architecture for Intelligent Multi-UAV	26
Transparent Business Process Outcome Prediction Using a Graph Stochastic Attention Mechanism	26
Crossport: a Cloud-Edge-End Microservice Architecture for Collaborative Rendering in Metaverse Services	26
Multi-Layered Continuous Reasoning for Cloud-IoT Application Management	26
Energy Consumption Scheduling as a Fog Computing Service in Smart Grid	26
Data Access Control in Cloud Computing: Flexible and Receiver Extendable	26
Cost-Effective Data Placement in Edge Storage Systems With Erasure Code	26
A Privacy-Preserving Authenticated Key Agreement Scheme Based on Physically Unclonable Functions for Multi-Server Architecture	25
DDPQN: An Efficient DNN Offloading Strategy in Local-Edge-Cloud Collaborative Environments	25
TrustWorker: A Trustworthy and Privacy-Preserving Worker Selection Scheme for Blockchain-Based Crowdsensing	25
Comment on “A Lightweight Auditing Service for Shared Data With Secure User Revocation in Cloud Storage”	25
An Efficient Algorithm for Microservice Placement in Cloud-Edge Collaborative Computing Environment	25
Secure V2V and V2I Communication in Intelligent Transportation Using Cloudlets	25
Energy-minimized Scheduling of Real-time Parallel Workflows on Heterogeneous Distributed Computing Systems	25
PAWSSP: A Two-stage Parallelism-aware Algorithm for Joint Workflow Scheduling and Service Placement in Edge Computing	24
Geo-Distributed Multi-Tier Workload Migration Over Multi-Timescale Electricity Markets	24
DySR: A Dynamic Graph Neural Network Based Service Bundle Recommendation Model for Mashup Creation	24
CrossMeta: A Fast and Cheap Cross-Metaverse Interoperability Protocol	24
KeySea: Keyword-Based Search With Receiver Anonymity in Attribute-Based Searchable Encryption	24
A Delegatable Attribute Based Encryption Scheme for a Collaborative E-Health Cloud	24
RT3C: Real-Time Crowd Counting in Multi-Scene Video Streams via Cloud-Edge-Device Collaboration	24
A Generic Deep Learning Based Cough Analysis System From Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels	24
Efficient Privacy-Preserving Face Identification Protocol	24
A Workflow Scheduling Approach With Modified Fuzzy Adaptive Genetic Algorithm in IaaS Clouds	24
Threshold Attribute-Based Credentials With Redactable Signature	24
DRPC: Distributed Reinforcement Learning Approach for Scalable Resource Provisioning in Container-Based Clusters	23
Efficient Approximation Algorithms for Scheduling Coflows With Precedence Constraints in Identical Parallel Networks to Minimize Weighted Completion Time	23
Ontology-Based Privacy Data Chain Disclosure Discovery Method for Big Data	23
Capturing Request Execution Path for Understanding Service Behavior and Detecting Anomalies Without Code Instrumentation	23
Indirect Revocable KP-ABE With Revocation Undoing Resistance	23
Unlocking Complexity: Harnessing Value Entropy for Advanced Multidimensional Utility Evaluation in Service Ecosystems	23
TrustPay: A Dual-Layer Blockchain-Based Framework for Trusted Service Transaction	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
Watermarking-Based Secure Plaintext Image Protocols for Storage, Show, Deletion and Retrieval in the Cloud	23
Cold-Start Next-Item Recommendation by User-Item Matching and Auto-Encoders	22
Leveraging Consortium Blockchain for Secure Cross-Domain Data Sharing in Supply Chain Networks	22
Task Recommendation in Crowdsourcing Based on Learning Preferences and Reliabilities	22
LSE: Efficient Symmetric Searchable Encryption Based on Labeled PSI	22
A Formal Treatment of Contract Signature	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
AoI-Aware Inference Services in Edge Computing via Digital Twin Network Slicing	22
Priority-Based Selection of Individuals in Memetic Algorithms for Distributed Data-Intensive Web Service Compositions	22
Exploring Dynamic Task Loading in SGX-Based Distributed Computing	22
TPPR: A Trust-Based and Privacy-Preserving Platoon Recommendation Scheme in VANET	22
MTDA: Efficient and Fair DPU Offloading Method for Multiple Tenants	21
A Granular SVM-Based Method for Top-N Web Services Recommendation	21
A Secure Satellite-Edge Computing Framework for Collaborative Line Outage Identification in Smart Grid	21
MHRR: MOOCs Recommender Service With Meta Hierarchical Reinforced Ranking	21
A Novel Addressing and Routing Architecture for Cloud-Service Datacenter Networks	21
A Monitoring-Free Bitcoin Payment Channel Scheme With Support for Real-Time Settlement	21
A Hybrid Many-Objective Optimization Algorithm for Task Offloading and Resource Allocation in Multi-Server Mobile Edge Computing Networks	21
Tree-ORAP: A Tree-Based Oblivious Random-Access Protocol for Privacy-Protected Blockchain	21
HGDRec:Next POI Recommendation Based on Hypergraph Neural Network and Diffusion Model	21
Secure Replication-Based Outsourced Computation Using Smart Contracts	21
Efficient Transition Adjacency Relation Computation for Process Model Similarity	21
Reliable Policy Updating Under Efficient Policy Hidden Fine-Grained Access Control Framework for Cloud Data Sharing	21
Two-Stream Graph Convolutional Network-Incorporated Latent Feature Analysis	21
Next PoI Recommendation Based on Graph Convolutional Networks and Multiple Context-Awareness	21
Latency-Driven Model Placement for Efficient Edge Intelligence Service	20
Extracting Reusable Fragments From Data-Centric Process Variants	20
TPI-LLM: Serving 70B-Scale LLMs Efficiently on Low-Resource Mobile Devices	20
Reliable Service Recommendation: A Multi-Modal Adversarial Method for Personalized Recommendation Under Uncertain Missing Modalities	20
SHELDB: Client Storage Aware Homomorphic Encrypted Database Processing Framework With Low Communication Overhead	20
A Geography-Based P2P Overlay Network for Fast and Robust Blockchain Systems	20
HG-PAD: Heterogeneous Graph Structure Learning Aided Performance Anomaly Diagnosis in Microservice Systems	20
ET2FA: A Hybrid Heuristic Algorithm for Deadline-constrained Workflow Scheduling in Cloud	20
Model Caching and Application Offloading for Mobile Edge Intelligence Network With Learning-and-Optimization Approach	20
Secure Neighbor Discovery as a Service in the Internet of Ships Environment	20
Detecting Evolving Fraudulent Behavior in Online Payment Services: Open-Category and Concept-Drift	20
Online Traffic Allocation for Video Service Providers in Cloud-Edge Cooperative Systems	20
Time-Varying Microservice Orchestration With Routing for Dynamic Call Graphs via Multi-Scale Deep Reinforcement Learning	20
Concurrent Request Multiplexing for Cloud Composite Service Reservation	20