IEEE Transactions on Services Computing

Article	Citations
Scheduling Multi-Server Jobs With Sublinear Regrets via Online Learning	178
RASK: Range Spatial Keyword Queries on Massive Encrypted Geo-Textual Data	172
DALAD: Unsupervised Detection of Global and Local Anomalies in Microservice Systems	147
Towards Effective Resource Procurement in MEC: A Resource Re-Selling Framework	146
NBSync: Parallelism of Local Computing and Global Synchronization for Fast Distributed Machine Learning in WANs	125
Privacy-Preserving and Verifiable Federated Learning Framework for Biometric Authentication at the Edge	124
ESAChain: A Blockchain-Based Efficient Service Authentication Framework for Secure Metaverse Service Interactions	110
A Consumption-Generation Driven Deep Embedding Framework for Next Activity Prediction	105
Efficient Privacy-Preserving Multi-Dimensional Range Query for Cloud-Assisted Ehealth Systems	94
Attribute-Based Expressive and Ranked Keyword Search Over Encrypted Documents in Cloud Computing	89
Paramart: Parallel Resource Allocation Based on Blockchain Sharding for Edge-Cloud Services	87
RDRM: Real-Time Dynamic Replica Management With Joint Optimization for Edge Computing	86
Enhancing Game Policy Optimization in Mobile Crowdsourcing: A Reinforcement Learning Approach	84
Scalable Large Model for Unlabeled Anomaly Detection With Trio-Attention U-Transformer and Manifold-Learning Siamese Discriminator	82
KeAD: Knowledge-enhanced Graph Attention Network for Accurate Anomaly Detection	81
ESR-MHFL: Edge Server Reallocation for Multi-Hierarchical Federated Learning	80
Effective Graph Modeling and Contrastive Learning for Time-Aware QoS Prediction	77
M-DAFTO: Multi-Stage Deferred Acceptance Based Fair Task Offloading in IoT-Fog Systems	75
Uncertainty-Aware Multimodal Anomaly Detection for Microservice Systems With Active Learning	74
SNN-IoT: Efficient Partitioning and Enabling of Deep Spiking Neural Networks in IoT Services	73
Modeling and Empirical Validation of Reliability and Performance Trade-Offs of Dynamic Routing in Service- and Cloud-Based Architectures	73
Non-Interactive Multi-Client Searchable Symmetric Encryption With Small Client Storage	68
QPause: Quantum-Resistant Password-Protected Data Outsourcing for Cloud Storage	66
Weighted Adversarial Learning From Crowds	62
Proactive Recommendation of Composite Services in Multi-Access Edge Computing	60

Optimizing Blockchain Shard Allocations Service: A Multi-Objective Evolutionary Perspective	60
Cross-F$^{2}$SCIL: A Federated Few-Shot Class Incremental Learning Method for Cross Mobile Edge Network Environments	60
Maximizing NFT Incentives: References Make You Rich	59
Location Privacy Protection Method Based on Local Differential Privacy in Crowdsensing With Approximately Accurate Task Allocation	59
Delay-Prioritized and Reliable Task Scheduling With Long-Term Load Balancing in Computing Power Networks	59
A Blockchain-Based Cross-Domain Data Transmission Scheme for Industrial Internet of Things With Edge-Cloud Computing	58
Maximum Entropy Policy for Long-Term Fairness in Interactive Recommender Systems	58
Distributed Bandit-Based Cooperative Coevolution for Large-Scale Multi-Objective Data Publishing	55
DynaEDI+: Reliable and Decentralized Integrity Verification for Dynamic Edge Data	55
Calling the Shots: Constraint-Aware Honeypoint Orchestration for Cloud-Native Anomaly Response	55
$\mathsf {DARTIC}$: Decentralized Anonymous Reputation at Scale for Trustworthy Crowdsourcing	54
Holistic Root Cause Analysis for Failures in Cloud-Native Systems Through Observability Data	54
Error Correction Aware Dependent Task Offloading in Satellite Edge Computing	52
Constrained App Data Caching Over Edge Server Graphs in Edge Computing Environment	52
Task Allocation With Geography-Context-Capacity Awareness in Distributed Burstable Billing Edge-Cloud Systems	52
Reputation Bootstrapping for Composite Services Using CP-Nets	50
MSCCL: A Framework for Enhancing Mashup Service Clustering With Contrastive Learning	50
Efficient and Privacy-Preserving Spatial-Feature-Based Reverse kNN Query	50
An Adaptive Toolbox for Computing Throttling Rate Limits in Web APIs	50
A Survey of Proxy Re-Encryption for Secure Data Sharing in Cloud Computing	50
SaaSC: Toward Pay-as-You-Go Mode for Software Service Transactions Based on Blockchain's Smart Legal Contracts	49
Privacy-Preserving Cross-Client Recommender Systems With Fully-Separable Graph Neural Networks	49
Privacy-Preserving Convolutional Neural Network Classification Scheme With Multiple Keys	48
Mind the Service: What Crypto Wallets Aren’t Telling You	47
Deep Reinforcement Learning for Scheduling Applications in Serverless and Serverful Hybrid Computing Environments	46
Pre-Fetch or Not: A Privacy-Aware Edge-User Co-Opetition Delivery Framework for Metaverse Multimedia Services	46
Joint Optimization of Fine-Grained Representation and Workflow Orchestration in Metaverse Articulated Manipulation Auto-Generation by VLA Method	46
Joint Optimization of Request Assignment and Computing Resource Allocation in Multi-Access Edge Computing	45
UGV-Assisted Task Allocation for UAVs: A Heterogeneous Graph Reinforcement Learning Approach	45
Federated Distributed Deep Reinforcement Learning for Recommendation-Enabled Edge Caching	45
An Efficient Replication-Based Aggregation Verification and Correctness Assurance Scheme for Federated Learning	45
Real-Time Task and Resource Co-Optimization in Edge-Cloud Computing for Networked Control Systems via Logic-Based Benders Decomposition	45
Energy-Aware Service Function Chaining Embedding in NFV Networks	45
Availability and Reliability of Core Networks (4G/5G) From a Deployment Standpoint	44
FREB: Participant Selection in Federated Learning with Reputation Evaluation and Blockchain	44
Detecting Web Attacks From HTTP Weblogs Using Variational LSTM Autoencoder Deviation Network	43
DeFedGCN: Privacy-Preserving Decentralized Federated GCN for Recommender System	43
Deep Reinforcement Learning for Containerized Edge Intelligence Inference Request Processing in IoT Edge Computing	43
EHRChain: A Blockchain-Based EHR System Using Attribute-Based and Homomorphic Cryptosystem	43
QuanFraud: Quantum State Verification Scheme for Fraud Detection in IoT-Assisted Quantum-Blockchain Networks	42
A Blockchain System for QoS Monitoring in Decentralized Edge Computing	42
Optimizing Energy Efficiency for Data Center via Parameterized Deep Reinforcement Learning	42
ABCrowdMed: A Fine-Grained Worker Selection Scheme for Crowdsourcing Healthcare With Privacy-Preserving	42
MADRL-Based Order Dispatching in MoD Systems With Bipartite Graph Splitting	42
Secure Updatable Storage Access Control System for EHRs in the Cloud	41
Service Composition for Satellite Computing	41
A Stable Locality-Aware Task Scheduling Mechanism for Mobile Edge Computing With Workflow Task Offloading	41
OPUS: Optimal Pricing for UAV-as-a-Service Using Bargaining Game	41
Performance Isolation for Serverless Functions	40
Secure and Privacy Preserving Scalable GDPR Enforcement System	40

A Resource Selection Model for Minimization of Disruptions in Public Fog Computing Environments	40
2024 Reviewers List*	40
Automated Probe Life-Cycle Management for Monitoring-As-a-Service	39
Privacy Cost Optimization of Smart Meters Using URLLC and Demand Side Energy Trading	39
Dynamic Adaptive Federated Learning on Local Long-Tailed Data	38
Co-Operative Caching for Real-Time Content Retrieval in an Integrated Space-Air-Ground Network for a Post-Disaster Scenario	38
Enhancing Real-Time Services in Edge Cloud Data Centers: A Novel Lightweight Virtual Machine Scheduling Approach	38
VPFLI: Verifiable Privacy-Preserving Federated Learning With Irregular Users Based on Single Server	37
LEABS : A Latency- and Resource-Aware Bi-Directional Service Scheduling Framework for Relay Chains in the Internet of Vehicles	37
Semantically Rich Framework to Automate Cyber Insurance Services	37
Freshness-Aware Incentive Mechanism for Mobile Crowdsensing With Budget Constraint	37
FaaSDeliver: Cost-Efficient and QoS-Aware Function Delivery in Computing Continuum	37
Q-BLPP: A Quality-Enabled Bilateral Location Privacy-Preserving Service Construction Scheme in Mobile Crowd Sensing	37
HGraphScale: Hierarchical Graph Learning for Autoscaling Microservice Applications in Container-Based Cloud Computing	36
Joint Task Offloading, Resource Allocation and Model Placement for AI as a Service in 6G Network	36
FlowValve+: Multi-Queue Packet Scheduling Framework on SoC-Based SmartNICs	36
TREAT: Temporal and Relational Attention-Based Tensor Representation Learning for Ethereum Phishing Users	36
A Game-Based Computation Offloading With Imperfect Information in Multi-Edge Environments	36
GraphIoT: Lightweight IoT Device Detection Based on Graph Classifiers and Incremental Learning	36
PIAS: Privacy-Preserving Incentive Announcement System Based on Blockchain for Internet of Vehicles	35
An Efficient Privacy-Preserving Ranked Multi-Keyword Retrieval for Multiple Data Owners in Outsourced Cloud	35
Integrating IoT and 6G: Applications of Edge Intelligence, Challenges, and Future Directions	35
Digital Twin Freshness Maximization in Edge Computing	34
Distributed Computing Applications of Context-Aware QoS and Trust Prediction Framework	34
Hierarchical Reinforcement Learning for Conversational Recommendation With Knowledge Graph Reasoning and Heterogeneous Questions	34
MapReduce Task Scheduling in Heterogeneous Geo-Distributed Data Centers	34
Privacy-Preserving and Verifiable Outsourcing Linear Inference Computing Framework	34
LiveIndex: An Index-Driven Hybrid-Storage Blockchain Framework for Cross-Domain Data Governance	34
Shielding Federated Learning Services From a Novel Stealthy Label-Flipping Attack Exposing Membership	34
Enforcing Corporate Governance Controls With Cloud-Based Services	34
A Direct Data Aware LSTM Neural Network Architecture for Complete Remaining Trace and Runtime Prediction	33
UrbanEnQoSPlace: A Deep Reinforcement Learning Model for Service Placement of Real-Time Smart City IoT Applications	33
Towards Auditable and Privacy-Preserving Online Medical Diagnosis Service Over Cloud	33
A Fine-Grained Regularization Scheme for Non-negative Latent Factorization of High-Dimensional and Incomplete Tensors	33
Boolean Searchable Attribute-Based Signcryption With Search Results Self-Verifiability Mechanism for Data Storage and Retrieval in Clouds	32
Implicit Supervision-Assisted Graph Collaborative Filtering for Third-Party Library Recommendation	32
A Privacy-Preserving Transparent Central Bank Digital Currency System Based on Consortium Blockchain and Unspent Transaction Outputs	32
Online Service Placement, Task Scheduling, and Resource Allocation in Hierarchical Collaborative MEC Systems	32
PPNNI: Privacy-Preserving Neural Network Inference Against Adversarial Example Attack	32
Privacy-Preserving Parallel Computation of Matrix Determinant With Edge Computing	32
Optimal Computation Load Balancing for Integrated Service Caching and Offloading Systems in Hierarchical Cloud Architecture	32
Budget-Aware Cost-Efficient Edge AI Inference for Data Streams Via Blockchain-Empowered Auctions	31
Verifiable Key-Aggregate Searchable Encryption With a Designated Server in Multi-Owner Setting	31
User Preference Oriented Service Caching and Task Offloading for UAV-Assisted MEC Networks	31
Vehicle Parking Navigation Based on Edge Computing With Diffusion Model and Information Potential Field	31
Edge-Assisted Public Key Homomorphic Encryption for Preserving Privacy in Mobile Crowdsensing	31
An Accurate and Privacy-Preserving Retrieval Scheme Over Outsourced Medical Images	31
Aggregated Capability Assessment (AgCA) For CAIQ Enabled Cross-cloud Federation	30
Communication-Efficient Federated Learning With Adaptive Aggregation for Heterogeneous Client-Edge-Cloud Network	30
Magneto: Load-Balanced Key-Value Service for Write-Intensive Workloads	30
BlockEmulator: An Emulator Enabling to Test Blockchain Sharding Protocols	30
FRESCO: Fast and Reliable Edge Offloading With Reputation-Based Hybrid Smart Contracts	29
TaCo: Tasks Co-Programming for Accelerating Inference in Scaling Edge Computing	29
Practical Blockchain-Based Options Contract	29
AdpFL: A Privacy-Preserving Federated Learning Framework through Adaptive Model Pruning on Non-IID Data	29
Cost-Friendly Differential Privacy of Smart Meters Using Energy Storage and Harvesting Devices	29
Complementary Reasoning With Graph-Based Projection for Cloud API Recommendation	28
Attribute Based Conjunctive Keywords Search With Verifiability and Fair Payment Using Blockchain	28
ReMatch: An Efficient Virtual Data Center Re-Matching Strategy Based on Matching Theory	28
ROMA: Enhancing Container OOM Resilience via Reinforced Isolation and Adaptive Shared Resource Reclamation	28
Synchronous Blockchain-Based Distributed Provable Data Possession With Forward-Security	28
Toward Efficient and Reliable Private Set Computation in Decentralized Storage	28
Real-Time Detection and Mitigation of LDoS Attacks in the SDN Using the HGB-FP Algorithm	28
A Blockchain-Based Hedonic Game Scheme for Reputable Fog Federations	28
PrivTI: Efficient End-to-End Privacy-Preserving Inference for Transformer-based Models in MLaaS	28
DMSDRec: Dynamic Structure-Aware Graph Masked Autoencoder and Spatiotemporal Diffusion for Next-POI Recommendation	28
Did I Vet You Before? Assessing the Chrome Web Store Vetting Process Through Browser Extension Similarity	28
Explainable and Effective Process Remaining Time Prediction Using Feature-Informed Cascade Prediction Model	27
Trajectory Privacy Protection Method Based on Differential Privacy in Crowdsensing	27
A New Hybrid Adaptive Deep Learning-Based Framework for UAVs Faults and Attacks Detection	27
Accurate and Interpretable Log-Based Fault Diagnosis Using Large Language Models	27
LIMR: Intent-Aware Mashup API Recommendation via LLM-Augmented Multi-Scale Fusion	27
RefactorCoderQA: Benchmarking LLMs for Multi-Domain Coding Question Solutions in Cloud and Edge Deployment	27
Utility-Aware and Privacy-Preserving Mobile Query Services	26
Puncturable Key-Policy Attribute-Based Encryption Scheme for Efficient User Revocation	26
Fast Subgraph Matching by Dynamic Graph Editing	26
Indirect Revocable KP-ABE With Revocation Undoing Resistance	26
Data Access Control in Cloud Computing: Flexible and Receiver Extendable	26
Linear Structure Analysis of Embeddings for Bias Disparity Reduction in Collaborative Filtering	26
Web Service Recommendation via Combining Topic-aware Heterogeneous Graph Representation and Interactive Semantic Enhancement	26

Deep Reinforcement Learning With Entropy and Attention Mechanism for D2D-Assisted Task Offloading in Edge Computing	26
Microservice Scheduling With Spatiotemporal Learning in Dynamic and GPU-CPU Heterogeneous Edge Environment	26
Comment on “A Lightweight Auditing Service for Shared Data With Secure User Revocation in Cloud Storage”	26
DeFiGuard: A Price Manipulation Detection Service in DeFi Using Graph Neural Networks	26
Virtdev: Towards Providing Edge Services	26
Privacy-Preserving Collaborative Queries in Services Computing Using Multisource Private Data Counting	26
Geo-Distributed Multi-Tier Workload Migration Over Multi-Timescale Electricity Markets	26
Artificial Impostors: An Efficient and Scalable Scheme for Location Privacy Preservation	26
CATScaler: A Convolution-Augmented Transformer Scaling Framework for Cloud-Native Applications	25
PAWSSP: A Two-Stage Parallelism-Aware Algorithm for Joint Workflow Scheduling and Service Placement in Edge Computing	25
Threshold Attribute-Based Credentials With Redactable Signature	25
Energy Consumption Scheduling as a Fog Computing Service in Smart Grid	25
An Approach for Incremental Mining of Clickstream Patterns as a Service Application	25
Accurate and Reliable Service Recommendation Based on Bilateral Perception in Multi-Access Edge Computing	25
Automated Refactoring for Conditional Branching	25
Transparent Business Process Outcome Prediction Using a Graph Stochastic Attention Mechanism	25
Service Regulation Analysis Framework for Service Design Time: A Case Study of Internet Healthcare Service	25
Swift and Accurate Mobility-Aware QoS Forecasting for Mobile Edge Environments	25
Hierarchical Reinforcement Learning for Optimizing Local-Global Collaborative Computation Offloading and Resource Allocation	25
Toward Reliable and Secure Cloud Services With Fault-Tolerant Searchable Encryption	25
Crossport: A Cloud-Edge-End Microservice Architecture for Collaborative Rendering in Metaverse Services	24
Compiling Service Function Chains via Fine-Grained Composition in the Programmable Data Plane	24
STARDUST: A Novel Process Mining Approach to Discover Evolving Models From Trace Streams	24
An Efficient Algorithm for Microservice Placement in Cloud-Edge Collaborative Computing Environment	24
PAHPA: Revolutionizing Kubernetes Autoscaling With Integrated Predictive Analytics and Real-Time Monitoring	24
A Workflow Scheduling Approach With Modified Fuzzy Adaptive Genetic Algorithm in IaaS Clouds	24
Container-State-Aware Energy Consumption Minimization for Serverless Functions	24
RT3C: Real-Time Crowd Counting in Multi-Scene Video Streams via Cloud-Edge-Device Collaboration	24
Culexus: Goroutine-Granular Detection and Mitigation of Algorithmic Complexity Attacks in Go Microservices	24
Matching and Exchange-based Utility Maximization for Fog Computing-enabled Smart Healthcare	24
CrossMeta: A Fast and Cheap Cross-Metaverse Interoperability Protocol	24
Efficient Privacy-Preserving Face Identification Protocol	24
Efficient and Privacy-Enhanced Federated Learning Based on Parameter Degradation	24
A Trust Model for SLA Negotiation Candidates Selection in a Dynamic IoT Environment	23
Energy-minimized Scheduling of Real-time Parallel Workflows on Heterogeneous Distributed Computing Systems	23
Toward Latency Differentials Optimization in Deploying URLLC Service Function Chains	23
LLM-Enhanced Failure Localization in Microservices: Integrating Multi-Modal Data and Expert Interpretation	23
TrustWorker: A Trustworthy and Privacy-Preserving Worker Selection Scheme for Blockchain-Based Crowdsensing	23
Multi-Layered Continuous Reasoning for Cloud-IoT Application Management	23
A Visually Meaningful Image Encryption Scheme Based on Lossless Compression SPIHT Coding	23
Towards Proactive Risk-Aware Cloud Cost Optimization Leveraging Transient Resources	22
A Privacy-Preserving Authenticated Key Agreement Scheme Based on Physically Unclonable Functions for Multi-Server Architecture	22
FedOrbit: Energy Efficient Federated Learning for Orbital Edge Computing Using Block Minifloat Arithmetic	22
Data Re-Outsourcing Detection With Latency-Constraint for Edge Storage	22
A Delegatable Attribute Based Encryption Scheme for a Collaborative E-Health Cloud	22
FAST: A Forecasting Model With Adaptive Sliding Window and Time Locality Integration for Dynamic Cloud Workloads	22
DySR: A Dynamic Graph Neural Network Based Service Bundle Recommendation Model for Mashup Creation	22
Cost-Effective Data Placement in Edge Storage Systems With Erasure Code	22
MHRR: MOOCs Recommender Service With Meta Hierarchical Reinforced Ranking	22
Random Coding Responses for Resisting Side-Channel Attacks in Client-Side Deduplicated Cloud Storage	22
NOVA: Neural-Optimized Viewport Adaptive 360-Degree Video Streaming at the Edge	22
A Formal Treatment of Contract Signature	22
Unlocking Complexity: Harnessing Value Entropy for Advanced Multidimensional Utility Evaluation in Service Ecosystems	22
DRPC: Distributed Reinforcement Learning Approach for Scalable Resource Provisioning in Container-Based Clusters	22
A QoS-Aware Clustering Based Multi-Layer Model for Web Service Selection	21
Two-Stream Graph Convolutional Network-Incorporated Latent Feature Analysis	21
MTDA: Efficient and Fair DPU Offloading Method for Multiple Tenants	21
Cold-Start Next-Item Recommendation by User-Item Matching and Auto-Encoders	21
A Hybrid Many-Objective Optimization Algorithm for Task Offloading and Resource Allocation in Multi-Server Mobile Edge Computing Networks	21
Efficient Approximation Algorithms for Scheduling Coflows With Precedence Constraints in Identical Parallel Networks to Minimize Weighted Completion Time	21
A Monitoring-Free Bitcoin Payment Channel Scheme With Support for Real-Time Settlement	21
Time Will Tell: Criss-Cross Transformer for Encrypted Traffic Analysis	21
LSE: Efficient Symmetric Searchable Encryption Based on Labeled PSI	21
Experimental Evaluation of Rule-Based Autonomic Computing Management Framework for Cloud-Native Applications	21
Priority-Based Selection of Individuals in Memetic Algorithms for Distributed Data-Intensive Web Service Compositions	21
Scheduling Training-Inference Co-Location in Demand Response for Sustainable Edge AI	20
A Secure Satellite-Edge Computing Framework for Collaborative Line Outage Identification in Smart Grid	20
HGDRec:Next POI Recommendation Based on Hypergraph Neural Network and Diffusion Model	20
Leveraging Consortium Blockchain for Secure Cross-Domain Data Sharing in Supply Chain Networks	20
AoI-Aware Inference Services in Edge Computing via Digital Twin Network Slicing	20
Secure Replication-Based Outsourced Computation Using Smart Contracts	20
Generalized Nesterov's Acceleration-Incorporated, Non-Negative and Adaptive Latent Factor Analysis	20
BIPPO: Budget-Aware Independent PPO for Energy-Efficient Federated Learning Services	20
Exploring Dynamic Task Loading in SGX-Based Distributed Computing	20
Tree-ORAP: A Tree-Based Oblivious Random-Access Protocol for Privacy-Protected Blockchain	20
Next PoI Recommendation Based on Graph Convolutional Networks and Multiple Context-Awareness	20
Capturing Request Execution Path for Understanding Service Behavior and Detecting Anomalies Without Code Instrumentation	20
DIST: Distributed Learning-Based Energy-Efficient and Reliable Task Scheduling and Resource Allocation in Fog Computing	19
In-Network Computing Empowered Mobile Edge Offloading Architecture for Internet of Things	19
HG-PAD: Heterogeneous Graph Structure Learning Aided Performance Anomaly Diagnosis in Microservice Systems	19
A Process Discovery for Endpoint-Level Call Relations in Microservice Systems	19
: A QoS-Aware Distributed Deep Reinforcement Learning Technique for Service Offloading in Fog Computing Environments	19
Online Traffic Allocation for Video Service Providers in Cloud-Edge Cooperative Systems	19
TrustPay: A Dual-Layer Blockchain-Based Framework for Trusted Service Transaction	19
Verifiable Semantic-Aware Ranked Keyword Search in Cloud-Assisted Edge Computing	19
Time-Varying Microservice Orchestration With Routing for Dynamic Call Graphs via Multi-Scale Deep Reinforcement Learning	19
A Deep Reinforcement Learning Approach for Composing Moving IoT Services	19
Privacy-Preserving Reverse Nearest Neighbor Query Over Encrypted Spatial Data	19
FACT: Sealed-Bid Auction With Full Privacy via Threshold Fully Homomorphic Encryption	19
An Efficient and Secure Trading Framework for Shared Charging Service Based on Multiple Consortium Blockchains	19
ELXGB: An Efficient and Privacy-Preserving XGBoost for Vertical Federated Learning	19
Dynamic User Allocation in Stochastic Mobile Edge Computing Systems	19
Secure Neighbor Discovery as a Service in the Internet of Ships Environment	19
Surveying Root Cause Analysis Techniques: A Comprehensive Review of Aspects for Multi-Service Applications	19
A Utility-Optimal Reverse Posted Pricing Mechanism for Online Mobile Crowdsensing Task Allocation	19