IEEE Transactions on Services Computing

Article	Citations
Weighted Adversarial Learning From Crowds	219
Optimizing Blockchain Shard Allocations Service: A Multi-Objective Evolutionary Perspective	167
ESR-MHFL: Edge Server Reallocation for Multi-Hierarchical Federated Learning	161
Scheduling Multi-Server Jobs With Sublinear Regrets via Online Learning	144
QPause: Quantum-Resistant Password-Protected Data Outsourcing for Cloud Storage	139
RASK: Range Spatial Keyword Queries on Massive Encrypted Geo-Textual Data	121
DALAD: Unsupervised Detection of Global and Local Anomalies in Microservice Systems	117
Enhancing Game Policy Optimization in Mobile Crowdsourcing: A Reinforcement Learning Approach	110
Cross-F$^{2}$SCIL: A Federated Few-Shot Class Incremental Learning Method for Cross Mobile Edge Network Environments	106
DynaEDI+: Reliable and Decentralized Integrity Verification for Dynamic Edge Data	99
Towards Effective Resource Procurement in MEC: A Resource Re-Selling Framework	91
NBSync: Parallelism of Local Computing and Global Synchronization for Fast Distributed Machine Learning in WANs	89
Uncertainty-Aware Multimodal Anomaly Detection for Microservice Systems with Active Learning	85
RDRM: Real-Time Dynamic Replica Management With Joint Optimization for Edge Computing	84
M-DAFTO: Multi-Stage Deferred Acceptance Based Fair Task Offloading in IoT-Fog Systems	82
Privacy-Preserving and Verifiable Federated Learning Framework for Biometric Authentication at the Edge	82
Effective Graph Modeling and Contrastive Learning for Time-Aware QoS Prediction	80
Proactive Recommendation of Composite Services in Multi-Access Edge Computing	80
ESAChain: A Blockchain-Based Efficient Service Authentication Framework for Secure Metaverse Service Interactions	73
Non-Interactive Multi-Client Searchable Symmetric Encryption With Small Client Storage	72
Location Privacy Protection Method Based on Local Differential Privacy in Crowdsensing With Approximately Accurate Task Allocation	72
A Consumption-Generation Driven Deep Embedding Framework for Next Activity Prediction	72
Efficient Privacy-Preserving Multi-Dimensional Range Query for Cloud-Assisted Ehealth Systems	71
Modeling and Empirical Validation of Reliability and Performance Trade-Offs of Dynamic Routing in Service- and Cloud-Based Architectures	69
Maximizing NFT Incentives: References Make You Rich	67

Attribute-Based Expressive and Ranked Keyword Search Over Encrypted Documents in Cloud Computing	65
Distributed Bandit-Based Cooperative Coevolution for Large-Scale Multi-Objective Data Publishing	63
Paramart: Parallel Resource Allocation Based on Blockchain Sharding for Edge-Cloud Services	63
Constrained App Data Caching Over Edge Server Graphs in Edge Computing Environment	62
Maximum Entropy Policy for Long-Term Fairness in Interactive Recommender Systems	62
SNN-IoT: Efficient Partitioning and Enabling of Deep Spiking Neural Networks in IoT Services	61
Scalable Large Model for Unlabeled Anomaly Detection With Trio-Attention U-Transformer and Manifold-Learning Siamese Discriminator	58
KeAD: Knowledge-enhanced Graph Attention Network for Accurate Anomaly Detection	57
Holistic Root Cause Analysis for Failures in Cloud-Native Systems Through Observability Data	56
An Energy Aware Task Scheduling Model Using Ant-Mating Optimization in Fog Computing Environment	56
A Blockchain-Based Cross-Domain Data Transmission Scheme for Industrial Internet of Things With Edge-Cloud Computing	56
Task Allocation With Geography-Context-Capacity Awareness in Distributed Burstable Billing Edge-Cloud Systems	54
Delay-Prioritized and Reliable Task Scheduling With Long-Term Load Balancing in Computing Power Networks	54
Deep Reinforcement Learning for Containerized Edge Intelligence Inference Request Processing in IoT Edge Computing	53
EHRChain: A Blockchain-Based EHR System Using Attribute-Based and Homomorphic Cryptosystem	52
Resource Provisioning and Allocation in Function-as-a-Service Edge-Clouds	52
Error Correction Aware Dependent Task Offloading in Satellite Edge Computing	52
A Survey of Proxy Re-Encryption for Secure Data Sharing in Cloud Computing	50
MSCCL: A Framework for Enhancing Mashup Service Clustering With Contrastive Learning	50
Efficient and Privacy-Preserving Spatial-Feature-Based Reverse kNN Query	50
Joint Optimization of Request Assignment and Computing Resource Allocation in Multi-Access Edge Computing	49
Privacy-Preserving Convolutional Neural Network Classification Scheme With Multiple Keys	48
FREB: Participant Selection in Federated Learning with Reputation Evaluation and Blockchain	48
Joint Optimization of Fine-grained Representation and Workflow Orchestration in Metaverse Articulated Manipulation Auto-generation by VLA Method	47
SaaSC: Toward Pay-as-You-Go Mode for Software Service Transactions Based on Blockchain's Smart Legal Contracts	47
Deep Reinforcement Learning for Scheduling Applications in Serverless and Serverful Hybrid Computing Environments	46
Availability and Reliability of Core Networks (4G/5G) From a Deployment Standpoint	46
Energy-Aware Service Function Chaining Embedding in NFV Networks	46
Real-Time Task and Resource Co-Optimization in Edge-Cloud Computing for Networked Control Systems via Logic-Based Benders Decomposition	46
Optimizing Energy Efficiency for Data Center via Parameterized Deep Reinforcement Learning	46
An Efficient Replication-Based Aggregation Verification and Correctness Assurance Scheme for Federated Learning	45
Reputation Bootstrapping for Composite Services Using CP-Nets	45
Pre-Fetch or Not: A Privacy-Aware Edge-User Co-opetition Delivery Framework for Metaverse Multimedia Services	44
UGV-Assisted Task Allocation for UAVs: A Heterogeneous Graph Reinforcement Learning Approach	44
Privacy-Preserving Cross-Client Recommender Systems With Fully-Separable Graph Neural Networks	44
An Adaptive Toolbox for Computing Throttling Rate Limits in Web APIs	44
Federated Distributed Deep Reinforcement Learning for Recommendation-Enabled Edge Caching	43
Detecting Web Attacks From HTTP Weblogs Using Variational LSTM Autoencoder Deviation Network	43
Mind the Service: What Crypto Wallets Aren’t Telling You	43
MADRL-Based Order Dispatching in MoD Systems With Bipartite Graph Splitting	42
ABCrowdMed: A Fine-Grained Worker Selection Scheme for Crowdsourcing Healthcare With Privacy-Preserving	42
Semantically Rich Framework to Automate Cyber Insurance Services	42
DeFedGCN: Privacy-Preserving Decentralized Federated GCN for Recommender System	42
FlowValve+: Multi-Queue Packet Scheduling Framework on SoC-Based SmartNICs	42
2024 Reviewers List*	41
VPFLI: Verifiable Privacy-Preserving Federated Learning With Irregular Users Based on Single Server	41
Secure and Privacy Preserving Scalable GDPR Enforcement System	41
Service Composition for Satellite Computing	41
PIAS: Privacy-Preserving Incentive Announcement System Based on Blockchain for Internet of Vehicles	41
Enhancing Real-Time Services in Edge Cloud Data Centers: A Novel Lightweight Virtual Machine Scheduling Approach	41

An Efficient Privacy-Preserving Ranked Multi-Keyword Retrieval for Multiple Data Owners in Outsourced Cloud	40
Performance Isolation for Serverless Functions	40
A Resource Selection Model for Minimization of Disruptions in Public Fog Computing Environments	40
Q-BLPP: A Quality-Enabled Bilateral Location Privacy-Preserving Service Construction Scheme in Mobile Crowd Sensing	40
TREAT: Temporal and Relational Attention-Based Tensor Representation Learning for Ethereum Phishing Users	39
A Game-Based Computation Offloading With Imperfect Information in Multi-Edge Environments	38
A Blockchain System for QoS Monitoring in Decentralized Edge Computing	38
Joint Task Offloading, Resource Allocation and Model Placement for AI as a Service in 6G Network	38
Automated Probe Life-Cycle Management for Monitoring-As-a-Service	37
GraphIoT: Lightweight IoT Device Detection Based on Graph Classifiers and Incremental Learning	37
Privacy Cost Optimization of Smart Meters Using URLLC and Demand Side Energy Trading	37
OPUS: Optimal Pricing for UAV-as-a-Service Using Bargaining Game	36
ESync: Accelerating Intra-Domain Federated Learning in Heterogeneous Data Centers	36
QuanFraud: Quantum State Verification Scheme for Fraud Detection in IoT-Assisted Quantum-Blockchain Networks	36
Integrating IoT and 6G: Applications of Edge Intelligence, Challenges, and Future Directions	36
A Stable Locality-Aware Task Scheduling Mechanism for Mobile Edge Computing With Workflow Task Offloading	36
Co-Operative Caching for Real-Time Content Retrieval in an Integrated Space-Air-Ground Network for a Post-Disaster Scenario	35
Secure Updatable Storage Access Control System for EHRs in the Cloud	35
Dynamic Adaptive Federated Learning on Local Long-Tailed Data	35
FaaSDeliver: Cost-Efficient and QoS-Aware Function Delivery in Computing Continuum	35
Freshness-Aware Incentive Mechanism for Mobile Crowdsensing With Budget Constraint	35
HGraphScale: Hierarchical Graph Learning for Autoscaling Microservice Applications in Container-Based Cloud Computing	34
LEABS : A Latency- and Resource-Aware Bi-Directional Service Scheduling Framework for Relay Chains in the Internet of Vehicles	34
Privacy-Preserving Parallel Computation of Matrix Determinant With Edge Computing	34
Hierarchical Reinforcement Learning for Conversational Recommendation With Knowledge Graph Reasoning and Heterogeneous Questions	33
Vehicle Parking Navigation Based on Edge Computing With Diffusion Model and Information Potential Field	33
PPNNI: Privacy-Preserving Neural Network Inference Against Adversarial Example Attack	33
Distributed Computing Applications of Context-Aware QoS and Trust Prediction Framework	33
Online Service Placement, Task Scheduling, and Resource Allocation in Hierarchical Collaborative MEC Systems	33
Boolean Searchable Attribute-Based Signcryption With Search Results Self-Verifiability Mechanism for Data Storage and Retrieval in Clouds	33
A Fine-Grained Regularization Scheme for Non-negative Latent Factorization of High-Dimensional and Incomplete Tensors	33
Implicit Supervision-Assisted Graph Collaborative Filtering for Third-Party Library Recommendation	32
Digital Twin Freshness Maximization in Edge Computing	32
MapReduce Task Scheduling in Heterogeneous Geo-Distributed Data Centers	32
LiveIndex: An Index-Driven Hybrid-Storage Blockchain Framework for Cross-Domain Data Governance	32
Optimal Computation Load Balancing for Integrated Service Caching and Offloading Systems in Hierarchical Cloud Architecture	32
Towards Auditable and Privacy-Preserving Online Medical Diagnosis Service Over Cloud	32
A Direct Data Aware LSTM Neural Network Architecture for Complete Remaining Trace and Runtime Prediction	31
Enforcing Corporate Governance Controls With Cloud-Based Services	31
UrbanEnQoSPlace: A Deep Reinforcement Learning Model for Service Placement of Real-Time Smart City IoT Applications	31
Privacy-Preserving and Verifiable Outsourcing Linear Inference Computing Framework	31
Communication-Efficient Federated Learning With Adaptive Aggregation for Heterogeneous Client-Edge-Cloud Network	31
Shielding Federated Learning Services From a Novel Stealthy Label-Flipping Attack Exposing Membership	31
User Preference Oriented Service Caching and Task Offloading for UAV-Assisted MEC Networks	31
A Privacy-Preserving Transparent Central Bank Digital Currency System Based on Consortium Blockchain and Unspent Transaction Outputs	31
BlockEmulator: An Emulator Enabling to Test Blockchain Sharding Protocols	31
Aggregated Capability Assessment (AgCA) For CAIQ Enabled Cross-cloud Federation	30
An Accurate and Privacy-Preserving Retrieval Scheme Over Outsourced Medical Images	30
Verifiable Key-Aggregate Searchable Encryption With a Designated Server in Multi-Owner Setting	30
Edge-Assisted Public Key Homomorphic Encryption for Preserving Privacy in Mobile Crowdsensing	30
Magneto: Load-Balanced Key-Value Service for Write-Intensive Workloads	29
Complementary Reasoning With Graph-Based Projection for Cloud API Recommendation	29
Explainable and Effective Process Remaining Time Prediction Using Feature-Informed Cascade Prediction Model	29
DeFiGuard: A Price Manipulation Detection Service in DeFi Using Graph Neural Networks	29
Practical Blockchain-Based Options Contract	29
PrivTI: Efficient End-to-End Privacy-Preserving Inference for Transformer-based Models in MLaaS	29
FRESCO: Fast and Reliable Edge Offloading With Reputation-Based Hybrid Smart Contracts	29
Synchronous Blockchain-Based Distributed Provable Data Possession With Forward-Security	29
ReMatch: An Efficient Virtual Data Center Re-Matching Strategy Based on Matching Theory	29
Toward Efficient and Reliable Private Set Computation in Decentralized Storage	28
Did I Vet You Before? Assessing the Chrome Web Store Vetting Process through Browser Extension Similarity	28
A New Hybrid Adaptive Deep Learning-Based Framework for UAVs Faults and Attacks Detection	28
LIMR: Intent-Aware Mashup API Recommendation via LLM-Augmented Multi-Scale Fusion	28
Puncturable Key-Policy Attribute-Based Encryption Scheme for Efficient User Revocation	28
Linear Structure Analysis of Embeddings for Bias Disparity Reduction in Collaborative Filtering	28
Attribute Based Conjunctive Keywords Search With Verifiability and Fair Payment Using Blockchain	28
Real-Time Detection and Mitigation of LDoS Attacks in the SDN Using the HGB-FP Algorithm	28
TaCo: Tasks Co-Programming for Accelerating Inference in Scaling Edge Computing	27
DMSDRec: Dynamic Structure-Aware Graph Masked Autoencoder and Spatiotemporal Diffusion for Next-POI Recommendation	27
Accurate and Interpretable Log-Based Fault Diagnosis Using Large Language Models	27
Web Service Recommendation via Combining Topic-aware Heterogeneous Graph Representation and Interactive Semantic Enhancement	27
AdpFL: A Privacy-Preserving Federated Learning Framework through Adaptive Model Pruning on Non-IID Data	27
A Blockchain-Based Hedonic Game Scheme for Reputable Fog Federations	26
Virtdev: Towards Providing Edge Services	26
Data Access Control in Cloud Computing: Flexible and Receiver Extendable	26
Utility-Aware and Privacy-Preserving Mobile Query Services	26
Cost-Friendly Differential Privacy of Smart Meters Using Energy Storage and Harvesting Devices	26
Deep Reinforcement Learning With Entropy and Attention Mechanism for D2D-Assisted Task Offloading in Edge Computing	26
Trajectory Privacy Protection Method Based on Differential Privacy in Crowdsensing	26
DRPC: Distributed Reinforcement Learning Approach for Scalable Resource Provisioning in Container-Based Clusters	26

A Multi-View Deep Learning Approach for Predictive Business Process Monitoring	26
ROMA: Enhancing Container OOM Resilience via Reinforced Isolation and Adaptive Shared Resource Reclamation	26
Fast Subgraph Matching by Dynamic Graph Editing	26
LLM-Enhanced Failure Localization in Microservices: Integrating Multi-Modal Data and Expert Interpretation	26
CATScaler: A Convolution-Augmented Transformer Scaling Framework for Cloud-Native Applications	25
Towards Proactive Risk-Aware Cloud Cost Optimization Leveraging Transient Resources	25
Accurate and Reliable Service Recommendation Based on Bilateral Perception in Multi-Access Edge Computing	25
PAWSSP: A Two-Stage Parallelism-Aware Algorithm for Joint Workflow Scheduling and Service Placement in Edge Computing	25
Comment on “A Lightweight Auditing Service for Shared Data With Secure User Revocation in Cloud Storage”	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
Artificial Impostors: An Efficient and Scalable Scheme for Location Privacy Preservation	25
NOVA: Neural-Optimized Viewport Adaptive 360-Degree Video Streaming at the Edge	25
An Approach for Incremental Mining of Clickstream Patterns as a Service Application	25
Compiling Service Function Chains via Fine-Grained Composition in the Programmable Data Plane	25
Service Regulation Analysis Framework for Service Design Time: A Case Study of Internet Healthcare Service	25
A Workflow Scheduling Approach With Modified Fuzzy Adaptive Genetic Algorithm in IaaS Clouds	25
Container-State-Aware Energy Consumption Minimization for Serverless Functions	25
Indirect Revocable KP-ABE With Revocation Undoing Resistance	24
TrustWorker: A Trustworthy and Privacy-Preserving Worker Selection Scheme for Blockchain-Based Crowdsensing	24
A Privacy-Preserving Authenticated Key Agreement Scheme Based on Physically Unclonable Functions for Multi-Server Architecture	24
Privacy-Preserving Collaborative Queries in Services Computing Using Multisource Private Data Counting	24
RT3C: Real-Time Crowd Counting in Multi-Scene Video Streams via Cloud-Edge-Device Collaboration	24
PAHPA: Revolutionizing Kubernetes Autoscaling with Integrated Predictive Analytics and Real-Time Monitoring	24
Energy Consumption Scheduling as a Fog Computing Service in Smart Grid	24
Microservice Scheduling With Spatiotemporal Learning in Dynamic and GPU-CPU Heterogeneous Edge Environment	24
A Trust Model for SLA Negotiation Candidates Selection in a Dynamic IoT Environment	24
A Visually Meaningful Image Encryption Scheme Based on Lossless Compression SPIHT Coding	23
Transparent Business Process Outcome Prediction Using a Graph Stochastic Attention Mechanism	23
Random Coding Responses for Resisting Side-Channel Attacks in Client-Side Deduplicated Cloud Storage	23
FedOrbit: Energy Efficient Federated Learning for Orbital Edge Computing Using Block Minifloat Arithmetic	23
DySR: A Dynamic Graph Neural Network Based Service Bundle Recommendation Model for Mashup Creation	23
Efficient and Privacy-Enhanced Federated Learning Based on Parameter Degradation	23
Multi-Layered Continuous Reasoning for Cloud-IoT Application Management	23
Energy-minimized Scheduling of Real-time Parallel Workflows on Heterogeneous Distributed Computing Systems	23
Threshold Attribute-Based Credentials With Redactable Signature	23
CrossMeta: A Fast and Cheap Cross-Metaverse Interoperability Protocol	23
Secure V2V and V2I Communication in Intelligent Transportation Using Cloudlets	23
Crossport: a Cloud-Edge-End Microservice Architecture for Collaborative Rendering in Metaverse Services	23
STARDUST: A Novel Process Mining Approach to Discover Evolving Models From Trace Streams	23
A Delegatable Attribute Based Encryption Scheme for a Collaborative E-Health Cloud	23
Automated Refactoring for Conditional Branching	23
Geo-Distributed Multi-Tier Workload Migration Over Multi-Timescale Electricity Markets	23
FAST: A Forecasting Model With Adaptive Sliding Window and Time Locality Integration for Dynamic Cloud Workloads	23
Efficient Privacy-Preserving Face Identification Protocol	23
Cost-Effective Data Placement in Edge Storage Systems With Erasure Code	22
Unlocking Complexity: Harnessing Value Entropy for Advanced Multidimensional Utility Evaluation in Service Ecosystems	22
Leveraging Consortium Blockchain for Secure Cross-Domain Data Sharing in Supply Chain Networks	22
An Efficient Algorithm for Microservice Placement in Cloud-Edge Collaborative Computing Environment	22
Toward Latency Differentials Optimization in Deploying URLLC Service Function Chains	22
Reliable Policy Updating Under Efficient Policy Hidden Fine-Grained Access Control Framework for Cloud Data Sharing	22
Toward Reliable and Secure Cloud Services With Fault-Tolerant Searchable Encryption	22
A Secure Satellite-Edge Computing Framework for Collaborative Line Outage Identification in Smart Grid	22
Data Re-Outsourcing Detection With Latency-Constraint for Edge Storage	22
Tree-ORAP: A Tree-Based Oblivious Random-Access Protocol for Privacy-Protected Blockchain	21
Next PoI Recommendation Based on Graph Convolutional Networks and Multiple Context-Awareness	21
Time Will Tell: Criss-Cross Transformer for Encrypted Traffic Analysis	21
Cold-Start Next-Item Recommendation by User-Item Matching and Auto-Encoders	21
A Monitoring-Free Bitcoin Payment Channel Scheme With Support for Real-Time Settlement	21
A QoS-Aware Clustering Based Multi-Layer Model for Web Service Selection	21
MTDA: Efficient and Fair DPU Offloading Method for Multiple Tenants	21
LSE: Efficient Symmetric Searchable Encryption Based on Labeled PSI	21
Give Me a Secure Ride: TEE-Blockchain Enabled Privacy-Aware and Verifiable Ride Sharing Services	21
MHRR: MOOCs Recommender Service With Meta Hierarchical Reinforced Ranking	21
HG-PAD: Heterogeneous Graph Structure Learning Aided Performance Anomaly Diagnosis in Microservice Systems	20
Experimental Evaluation of Rule-Based Autonomic Computing Management Framework for Cloud-Native Applications	20
Generalized Nesterov's Acceleration-Incorporated, Non-Negative and Adaptive Latent Factor Analysis	20
Task Recommendation in Crowdsourcing Based on Learning Preferences and Reliabilities	20
Two-Stream Graph Convolutional Network-Incorporated Latent Feature Analysis	20
Understanding AWS Provider Dependency Updates in Infrastructure-As-Code: Empirical Study, Taxonomy, and Insights	20
TrustPay: A Dual-Layer Blockchain-Based Framework for Trusted Service Transaction	20
AoI-Aware Inference Services in Edge Computing via Digital Twin Network Slicing	20
Capturing Request Execution Path for Understanding Service Behavior and Detecting Anomalies Without Code Instrumentation	20
HGDRec:Next POI Recommendation Based on Hypergraph Neural Network and Diffusion Model	20
Secure Replication-Based Outsourced Computation Using Smart Contracts	20
Exploring Dynamic Task Loading in SGX-Based Distributed Computing	20
Extracting Reusable Fragments From Data-Centric Process Variants	20
Efficient Approximation Algorithms for Scheduling Coflows With Precedence Constraints in Identical Parallel Networks to Minimize Weighted Completion Time	20
A Formal Treatment of Contract Signature	20
Scheduling Training-Inference Co-Location in Demand Response for Sustainable Edge AI	20
Priority-Based Selection of Individuals in Memetic Algorithms for Distributed Data-Intensive Web Service Compositions	20
A Hybrid Many-Objective Optimization Algorithm for Task Offloading and Resource Allocation in Multi-Server Mobile Edge Computing Networks	20
In-Network Computing Empowered Mobile Edge Offloading Architecture for Internet of Things	19
Online Traffic Allocation for Video Service Providers in Cloud-Edge Cooperative Systems	19
Dynamic Multi-Resource Optimization for Storage Acceleration in Cloud Storage Systems	19
A Process Discovery for Endpoint-Level Call Relations in Microservice Systems	19
Secure Neighbor Discovery as a Service in the Internet of Ships Environment	19
FACT: Sealed-Bid Auction With Full Privacy via Threshold Fully Homomorphic Encryption	19
A Deep Reinforcement Learning Approach for Composing Moving IoT Services	19
Explainable AI-Enabled Privacy-Preserving Query Processing on Blockchain Ledgers With Statistical Metadata	19
Dynamic User Allocation in Stochastic Mobile Edge Computing Systems	19
Time-Varying Microservice Orchestration With Routing for Dynamic Call Graphs via Multi-Scale Deep Reinforcement Learning	19
E-Log: Fine-Grained Elastic Log-Based Anomaly Detection and Diagnosis for Databases	19
Joint Optimization of Coverage and Reliability for Application Placement in Mobile Edge Computing	19
: A QoS-Aware Distributed Deep Reinforcement Learning Technique for Service Offloading in Fog Computing Environments	19