IEEE Transactions on Services Computing

Article	Citations
Optimizing Blockchain Shard Allocations Service: A Multi-Objective Evolutionary Perspective	216
ESR-MHFL: Edge Server Reallocation for Multi-Hierarchical Federated Learning	207
Scheduling Multi-Server Jobs With Sublinear Regrets via Online Learning	166
ESAChain: A Blockchain-Based Efficient Service Authentication Framework for Secure Metaverse Service Interactions	159
A Consumption-Generation Driven Deep Embedding Framework for Next Activity Prediction	143
QPause: Quantum-Resistant Password-Protected Data Outsourcing for Cloud Storage	136
A Blockchain-Based Cross-Domain Data Transmission Scheme for Industrial Internet of Things With Edge-Cloud Computing	133
Enhancing Game Policy Optimization in Mobile Crowdsourcing: A Reinforcement Learning Approach	121
Constrained App Data Caching Over Edge Server Graphs in Edge Computing Environment	114
Effective Graph Modeling and Contrastive Learning for Time-Aware QoS Prediction	110
Non-Interactive Multi-Client Searchable Symmetric Encryption With Small Client Storage	107
Paramart: Parallel Resource Allocation Based on Blockchain Sharding for Edge-Cloud Services	104
Privacy-Preserving and Verifiable Federated Learning Framework for Biometric Authentication at the Edge	99
M-DAFTO: Multi-Stage Deferred Acceptance Based Fair Task Offloading in IoT-Fog Systems	99
Attribute-Based Expressive and Ranked Keyword Search Over Encrypted Documents in Cloud Computing	98
Proactive Recommendation of Composite Services in Multi-Access Edge Computing	90
SNN-IoT: Efficient Partitioning and Enabling of Deep Spiking Neural Networks in IoT Services	89
An Energy Aware Task Scheduling Model Using Ant-Mating Optimization in Fog Computing Environment	83
RDRM: Real-Time Dynamic Replica Management With Joint Optimization for Edge Computing	83
Efficient Privacy-Preserving Multi-Dimensional Range Query for Cloud-Assisted Ehealth Systems	82
Location Privacy Protection Method Based on Local Differential Privacy in Crowdsensing With Approximately Accurate Task Allocation	81
Cross-F$^{2}$SCIL: A Federated Few-Shot Class Incremental Learning Method for Cross Mobile Edge Network Environments	80
KeAD: Knowledge-enhanced Graph Attention Network for Accurate Anomaly Detection	80
DynaEDI+: Reliable and Decentralized Integrity Verification for Dynamic Edge Data	76
Weighted Adversarial Learning From Crowds	75

Holistic Root Cause Analysis for Failures in Cloud-Native Systems Through Observability Data	72
DALAD: Unsupervised Detection of Global and Local Anomalies in Microservice Systems	72
Delay-Prioritized and Reliable Task Scheduling With Long-Term Load Balancing in Computing Power Networks	72
Distributed Bandit-Based Cooperative Coevolution for Large-Scale Multi-Objective Data Publishing	72
Towards Effective Resource Procurement in MEC: A Resource Re-Selling Framework	71
RASK: Range Spatial Keyword Queries on Massive Encrypted Geo-Textual Data	67
Cloud-Based Charging Management of Heterogeneous Electric Vehicles in a Network of Charging Stations: Price Incentive Versus Capacity Expansion	65
Maximum Entropy Policy for Long-Term Fairness in Interactive Recommender Systems	64
Uncertainty-Aware Multimodal Anomaly Detection for Microservice Systems with Active Learning	62
Modeling and Empirical Validation of Reliability and Performance Trade-Offs of Dynamic Routing in Service- and Cloud-Based Architectures	62
NBSync: Parallelism of Local Computing and Global Synchronization for Fast Distributed Machine Learning in WANs	62
Scalable Large Model for Unlabeled Anomaly Detection With Trio-Attention U-Transformer and Manifold-Learning Siamese Discriminator	61
Maximizing NFT Incentives: References Make You Rich	61
Task Allocation With Geography-Context-Capacity Awareness in Distributed Burstable Billing Edge-Cloud Systems	61
Energy-Aware Service Function Chaining Embedding in NFV Networks	60
An Efficient Replication-Based Aggregation Verification and Correctness Assurance Scheme for Federated Learning	58
Pre-Fetch or Not: A Privacy-Aware Edge-User Co-opetition Delivery Framework for Metaverse Multimedia Services	56
MSCCL: A Framework for Enhancing Mashup Service Clustering With Contrastive Learning	56
Joint Optimization of Fine-grained Representation and Workflow Orchestration in Metaverse Articulated Manipulation Auto-generation by VLA Method	55
A Survey of Proxy Re-Encryption for Secure Data Sharing in Cloud Computing	55
Federated Distributed Deep Reinforcement Learning for Recommendation-Enabled Edge Caching	52
Reputation Bootstrapping for Composite Services Using CP-Nets	52
Error Correction Aware Dependent Task Offloading in Satellite Edge Computing	51
Mind the Service: What Crypto Wallets Aren’t Telling You	51
Privacy-Preserving Convolutional Neural Network Classification Scheme With Multiple Keys	51
Deep Reinforcement Learning for Containerized Edge Intelligence Inference Request Processing in IoT Edge Computing	50
Deep Reinforcement Learning for Scheduling Applications in Serverless and Serverful Hybrid Computing Environments	50
EHRChain: A Blockchain-Based EHR System Using Attribute-Based and Homomorphic Cryptosystem	49
UGV-Assisted Task Allocation for UAVs: A Heterogeneous Graph Reinforcement Learning Approach	49
Resource Provisioning and Allocation in Function-as-a-Service Edge-Clouds	49
An Adaptive Toolbox for Computing Throttling Rate Limits in Web APIs	48
Privacy-Preserving Cross-Client Recommender Systems With Fully-Separable Graph Neural Networks	48
SaaSC: Toward Pay-as-You-Go Mode for Software Service Transactions Based on Blockchain's Smart Legal Contracts	47
Detecting Web Attacks From HTTP Weblogs Using Variational LSTM Autoencoder Deviation Network	47
Real-Time Task and Resource Co-Optimization in Edge-Cloud Computing for Networked Control Systems via Logic-Based Benders Decomposition	46
Availability and Reliability of Core Networks (4G/5G) From a Deployment Standpoint	46
Joint Optimization of Request Assignment and Computing Resource Allocation in Multi-Access Edge Computing	46
Efficient and Privacy-Preserving Spatial-Feature-Based Reverse kNN Query	46
FREB: Participant Selection in Federated Learning with Reputation Evaluation and Blockchain	45
Optimizing Energy Efficiency for Data Center via Parameterized Deep Reinforcement Learning	45
DeFedGCN: Privacy-Preserving Decentralized Federated GCN for Recommender System	45
MADRL-Based Order Dispatching in MoD Systems With Bipartite Graph Splitting	44
A Game-Based Computation Offloading With Imperfect Information in Multi-Edge Environments	43
Automated Probe Life-Cycle Management for Monitoring-As-a-Service	43
Semantically Rich Framework to Automate Cyber Insurance Services	43
A Stable Locality-Aware Task Scheduling Mechanism for Mobile Edge Computing With Workflow Task Offloading	42
OPUS: Optimal Pricing for UAV-as-a-Service Using Bargaining Game	42
QuanFraud: Quantum State Verification Scheme for Fraud Detection in IoT-Assisted Quantum-Blockchain Networks	42
Secure and Privacy Preserving Scalable GDPR Enforcement System	42
FlowValve+: Multi-Queue Packet Scheduling Framework on SoC-Based SmartNICs	42

2024 Reviewers List*	42
VPFLI: Verifiable Privacy-Preserving Federated Learning With Irregular Users Based on Single Server	41
Service Composition for Satellite Computing	41
PIAS: Privacy-Preserving Incentive Announcement System Based on Blockchain for Internet of Vehicles	41
Co-Operative Caching for Real-Time Content Retrieval in an Integrated Space-Air-Ground Network for a Post-Disaster Scenario	41
ABCrowdMed: A Fine-Grained Worker Selection Scheme for Crowdsourcing Healthcare With Privacy-Preserving	41
Privacy Cost Optimization of Smart Meters Using URLLC and Demand Side Energy Trading	41
TREAT: Temporal and Relational Attention-Based Tensor Representation Learning for Ethereum Phishing Users	41
Enhancing Real-Time Services in Edge Cloud Data Centers: A Novel Lightweight Virtual Machine Scheduling Approach	41
A Resource Selection Model for Minimization of Disruptions in Public Fog Computing Environments	40
An Efficient Privacy-Preserving Ranked Multi-Keyword Retrieval for Multiple Data Owners in Outsourced Cloud	40
Performance Isolation for Serverless Functions	40
A Blockchain System for QoS Monitoring in Decentralized Edge Computing	40
Freshness-Aware Incentive Mechanism for Mobile Crowdsensing With Budget Constraint	40
Dynamic Adaptive Federated Learning on Local Long-Tailed Data	39
Q-BLPP: A Quality-Enabled Bilateral Location Privacy-Preserving Service Construction Scheme in Mobile Crowd Sensing	39
Secure Updatable Storage Access Control System for EHRs in the Cloud	38
HGraphScale: Hierarchical Graph Learning for Autoscaling Microservice Applications in Container-Based Cloud Computing	38
FaaSDeliver: Cost-Efficient and QoS-Aware Function Delivery in Computing Continuum	38
Joint Task Offloading, Resource Allocation and Model Placement for AI as a Service in 6G Network	37
ESync: Accelerating Intra-Domain Federated Learning in Heterogeneous Data Centers	37
GraphIoT: Lightweight IoT Device Detection Based on Graph Classifiers and Incremental Learning	36
Online Service Placement, Task Scheduling, and Resource Allocation in Hierarchical Collaborative MEC Systems	35
Enforcing Corporate Governance Controls With Cloud-Based Services	35
Edge-Assisted Public Key Homomorphic Encryption for Preserving Privacy in Mobile Crowdsensing	35
Privacy-Preserving Parallel Computation of Matrix Determinant With Edge Computing	35
Integrating IoT and 6G: Applications of Edge Intelligence, Challenges, and Future Directions	35
Verifiable Key-Aggregate Searchable Encryption With a Designated Server in Multi-Owner Setting	34
Privacy-Preserving and Verifiable Outsourcing Linear Inference Computing Framework	34
Time Series QoS Forecasting for Web Services Using Multi-Predictor-Based Genetic Programming	34
Distributed Computing Applications of Context-Aware QoS and Trust Prediction Framework	34
A Direct Data Aware LSTM Neural Network Architecture for Complete Remaining Trace and Runtime Prediction	34
A Fine-Grained Regularization Scheme for Non-negative Latent Factorization of High-Dimensional and Incomplete Tensors	34
Vehicle Parking Navigation Based on Edge Computing With Diffusion Model and Information Potential Field	34
MapReduce Task Scheduling in Heterogeneous Geo-Distributed Data Centers	33
User Preference Oriented Service Caching and Task Offloading for UAV-Assisted MEC Networks	33
A Privacy-Preserving Transparent Central Bank Digital Currency System Based on Consortium Blockchain and Unspent Transaction Outputs	33
Communication-Efficient Federated Learning With Adaptive Aggregation for Heterogeneous Client-Edge-Cloud Network	33
PPNNI: Privacy-Preserving Neural Network Inference Against Adversarial Example Attack	33
Hierarchical Reinforcement Learning for Conversational Recommendation With Knowledge Graph Reasoning and Heterogeneous Questions	33
Boolean Searchable Attribute-Based Signcryption With Search Results Self-Verifiability Mechanism for Data Storage and Retrieval in Clouds	33
LiveIndex: An Index-Driven Hybrid-Storage Blockchain Framework for Cross-Domain Data Governance	32
Implicit Supervision-Assisted Graph Collaborative Filtering for Third-Party Library Recommendation	32
Optimal Computation Load Balancing for Integrated Service Caching and Offloading Systems in Hierarchical Cloud Architecture	32
UrbanEnQoSPlace: A Deep Reinforcement Learning Model for Service Placement of Real-Time Smart City IoT Applications	32
TAPESTRY: A De-Centralized Service for Trusted Interaction Online	31
Towards Auditable and Privacy-Preserving Online Medical Diagnosis Service Over Cloud	31
An Accurate and Privacy-Preserving Retrieval Scheme Over Outsourced Medical Images	31
Aggregated Capability Assessment (AgCA) For CAIQ Enabled Cross-cloud Federation	31
Computation Offloading With Instantaneous Load Billing for Mobile Edge Computing	31
Shielding Federated Learning Services From a Novel Stealthy Label-Flipping Attack Exposing Membership	31
BlockEmulator: An Emulator Enabling to Test Blockchain Sharding Protocols	31
Digital Twin Freshness Maximization in Edge Computing	31
Explainable and Effective Process Remaining Time Prediction Using Feature-Informed Cascade Prediction Model	30
DeFiGuard: A Price Manipulation Detection Service in DeFi Using Graph Neural Networks	30
ReMatch: An Efficient Virtual Data Center Re-Matching Strategy Based on Matching Theory	30
Toward Efficient and Reliable Private Set Computation in Decentralized Storage	30
Practical Blockchain-Based Options Contract	30
Magneto: Load-Balanced Key-Value Service for Write-Intensive Workloads	30
Synchronous Blockchain-Based Distributed Provable Data Possession With Forward-Security	30
Complementary Reasoning With Graph-Based Projection for Cloud API Recommendation	30
Linear Structure Analysis of Embeddings for Bias Disparity Reduction in Collaborative Filtering	29
Cost-Friendly Differential Privacy of Smart Meters Using Energy Storage and Harvesting Devices	29
Trajectory Privacy Protection Method Based on Differential Privacy in Crowdsensing	29
DMSDRec: Dynamic Structure-Aware Graph Masked Autoencoder and Spatiotemporal Diffusion for Next-POI Recommendation	29
A Blockchain-Based Hedonic Game Scheme for Reputable Fog Federations	29
Burst-Aware Predictive Autoscaling for Containerized Microservices	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
Did I Vet You Before? Assessing the Chrome Web Store Vetting Process through Browser Extension Similarity	28
Puncturable Key-Policy Attribute-Based Encryption Scheme for Efficient User Revocation	28
Web Service Recommendation via Combining Topic-aware Heterogeneous Graph Representation and Interactive Semantic Enhancement	28
AdpFL: A Privacy-Preserving Federated Learning Framework through Adaptive Model Pruning on Non-IID Data	28
A Multi-View Deep Learning Approach for Predictive Business Process Monitoring	28
A New Hybrid Adaptive Deep Learning-Based Framework for UAVs Faults and Attacks Detection	28
Attribute Based Conjunctive Keywords Search With Verifiability and Fair Payment Using Blockchain	28
Deep Reinforcement Learning With Entropy and Attention Mechanism for D2D-Assisted Task Offloading in Edge Computing	28
Real-Time Detection and Mitigation of LDoS Attacks in the SDN Using the HGB-FP Algorithm	28
LIMR: Intent-Aware Mashup API Recommendation via LLM-Augmented Multi-Scale Fusion	28
Elastic Resource Provisioning Using Data Clustering in Cloud Service Platform	27

Data Access Control in Cloud Computing: Flexible and Receiver Extendable	27
Accurate and Interpretable Log-Based Fault Diagnosis Using Large Language Models	27
Virtdev: Towards Providing Edge Services	27
DRPC: Distributed Reinforcement Learning Approach for Scalable Resource Provisioning in Container-Based Clusters	27
TaCo: Tasks Co-Programming for Accelerating Inference in Scaling Edge Computing	27
Fast Subgraph Matching by Dynamic Graph Editing	27
Utility-Aware and Privacy-Preserving Mobile Query Services	27
PAWSSP: A Two-Stage Parallelism-Aware Algorithm for Joint Workflow Scheduling and Service Placement in Edge Computing	26
LLM-Enhanced Failure Localization in Microservices: Integrating Multi-Modal Data and Expert Interpretation	26
Swift and Accurate Mobility-Aware QoS Forecasting for Mobile Edge Environments	26
Hierarchical Reinforcement Learning for Optimizing Local-Global Collaborative Computation Offloading and Resource Allocation	26
Container-State-Aware Energy Consumption Minimization for Serverless Functions	26
Compiling Service Function Chains via Fine-Grained Composition in the Programmable Data Plane	26
Service Regulation Analysis Framework for Service Design Time: A Case Study of Internet Healthcare Service	26
NOVA: Neural-Optimized Viewport Adaptive 360-Degree Video Streaming at the Edge	26
Transparent Business Process Outcome Prediction Using a Graph Stochastic Attention Mechanism	26
Comment on “A Lightweight Auditing Service for Shared Data With Secure User Revocation in Cloud Storage”	25
CATScaler: A Convolution-Augmented Transformer Scaling Framework for Cloud-Native Applications	25
Privacy-Preserving Collaborative Queries in Services Computing Using Multisource Private Data Counting	25
RT3C: Real-Time Crowd Counting in Multi-Scene Video Streams via Cloud-Edge-Device Collaboration	25
STARDUST: A Novel Process Mining Approach to Discover Evolving Models From Trace Streams	25
An Approach for Incremental Mining of Clickstream Patterns as a Service Application	25
Artificial Impostors: An Efficient and Scalable Scheme for Location Privacy Preservation	25
Energy Consumption Scheduling as a Fog Computing Service in Smart Grid	25
Toward Latency Differentials Optimization in Deploying URLLC Service Function Chains	25
Accurate and Reliable Service Recommendation Based on Bilateral Perception in Multi-Access Edge Computing	25
A Visually Meaningful Image Encryption Scheme Based on Lossless Compression SPIHT Coding	25
A Workflow Scheduling Approach With Modified Fuzzy Adaptive Genetic Algorithm in IaaS Clouds	25
Indirect Revocable KP-ABE With Revocation Undoing Resistance	25
Towards Proactive Risk-Aware Cloud Cost Optimization Leveraging Transient Resources	25
Microservice Scheduling With Spatiotemporal Learning in Dynamic and GPU-CPU Heterogeneous Edge Environment	24
PAHPA: Revolutionizing Kubernetes Autoscaling with Integrated Predictive Analytics and Real-Time Monitoring	24
CrossMeta: A Fast and Cheap Cross-Metaverse Interoperability Protocol	24
An Efficient Algorithm for Microservice Placement in Cloud-Edge Collaborative Computing Environment	24
A Trust Model for SLA Negotiation Candidates Selection in a Dynamic IoT Environment	24
Energy-minimized Scheduling of Real-time Parallel Workflows on Heterogeneous Distributed Computing Systems	24
TrustWorker: A Trustworthy and Privacy-Preserving Worker Selection Scheme for Blockchain-Based Crowdsensing	24
FedOrbit: Energy Efficient Federated Learning for Orbital Edge Computing Using Block Minifloat Arithmetic	24
A Privacy-Preserving Authenticated Key Agreement Scheme Based on Physically Unclonable Functions for Multi-Server Architecture	24
DySR: A Dynamic Graph Neural Network Based Service Bundle Recommendation Model for Mashup Creation	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
Random Coding Responses for Resisting Side-Channel Attacks in Client-Side Deduplicated Cloud Storage	23
Data Re-Outsourcing Detection With Latency-Constraint for Edge Storage	23
A Generic Deep Learning Based Cough Analysis System From Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels	23
Cost-Effective Data Placement in Edge Storage Systems With Erasure Code	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
Watermarking-Based Secure Plaintext Image Protocols for Storage, Show, Deletion and Retrieval in the Cloud	23
Efficient and Privacy-Enhanced Federated Learning Based on Parameter Degradation	23
A Delegatable Attribute Based Encryption Scheme for a Collaborative E-Health Cloud	23
Geo-Distributed Multi-Tier Workload Migration Over Multi-Timescale Electricity Markets	23
Threshold Attribute-Based Credentials With Redactable Signature	23
Unlocking Complexity: Harnessing Value Entropy for Advanced Multidimensional Utility Evaluation in Service Ecosystems	23
Multi-Layered Continuous Reasoning for Cloud-IoT Application Management	23
MHRR: MOOCs Recommender Service With Meta Hierarchical Reinforced Ranking	22
A QoS-Aware Clustering Based Multi-Layer Model for Web Service Selection	22
A Monitoring-Free Bitcoin Payment Channel Scheme With Support for Real-Time Settlement	22
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
Give Me a Secure Ride: TEE-Blockchain Enabled Privacy-Aware and Verifiable Ride Sharing Services	22
AoI-Aware Inference Services in Edge Computing via Digital Twin Network Slicing	22
MTDA: Efficient and Fair DPU Offloading Method for Multiple Tenants	22
LSE: Efficient Symmetric Searchable Encryption Based on Labeled PSI	22
A Secure Satellite-Edge Computing Framework for Collaborative Line Outage Identification in Smart Grid	22
Time Will Tell: Criss-Cross Transformer for Encrypted Traffic Analysis	22
Tree-ORAP: A Tree-Based Oblivious Random-Access Protocol for Privacy-Protected Blockchain	22
Next PoI Recommendation Based on Graph Convolutional Networks and Multiple Context-Awareness	22
Experimental Evaluation of Rule-Based Autonomic Computing Management Framework for Cloud-Native Applications	21
Generalized Nesterov's Acceleration-Incorporated, Non-Negative and Adaptive Latent Factor Analysis	21
Reliable Policy Updating Under Efficient Policy Hidden Fine-Grained Access Control Framework for Cloud Data Sharing	21
Priority-Based Selection of Individuals in Memetic Algorithms for Distributed Data-Intensive Web Service Compositions	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
Secure Replication-Based Outsourced Computation Using Smart Contracts	21
Scheduling Training-Inference Co-Location in Demand Response for Sustainable Edge AI	21
HGDRec:Next POI Recommendation Based on Hypergraph Neural Network and Diffusion Model	21
Efficient Approximation Algorithms for Scheduling Coflows With Precedence Constraints in Identical Parallel Networks to Minimize Weighted Completion Time	21
A Formal Treatment of Contract Signature	21
Efficient Transition Adjacency Relation Computation for Process Model Similarity	21
TrustPay: A Dual-Layer Blockchain-Based Framework for Trusted Service Transaction	21
Two-Stream Graph Convolutional Network-Incorporated Latent Feature Analysis	21
HG-PAD: Heterogeneous Graph Structure Learning Aided Performance Anomaly Diagnosis in Microservice Systems	20
A Hybrid Many-Objective Optimization Algorithm for Task Offloading and Resource Allocation in Multi-Server Mobile Edge Computing Networks	20
Oasis: Online All-Phase Quality-Aware Incentive Mechanism for MCS	20
Model Caching and Application Offloading for Mobile Edge Intelligence Network With Learning-and-Optimization Approach	20
Exploring Dynamic Task Loading in SGX-Based Distributed Computing	20
Online Traffic Allocation for Video Service Providers in Cloud-Edge Cooperative Systems	20
Offloading Dependent Tasks in Edge Computing With Unknown System-Side Information	20
Time-Varying Microservice Orchestration With Routing for Dynamic Call Graphs via Multi-Scale Deep Reinforcement Learning	20
Extracting Reusable Fragments From Data-Centric Process Variants	20
Explainable AI-Enabled Privacy-Preserving Query Processing on Blockchain Ledgers With Statistical Metadata	20
TPI-LLM: Serving 70B-Scale LLMs Efficiently on Low-Resource Mobile Devices	20
Dynamic User Allocation in Stochastic Mobile Edge Computing Systems	20
A Process Discovery for Endpoint-Level Call Relations in Microservice Systems	20