IEEE Transactions on Services Computing

Article	Citations
Cost-aware Resource Recommendation for DAG-based Big Data Workflows: An Apache Spark Case Study	185
Towards Effective Resource Procurement in MEC: A Resource Re-Selling Framework	177
PPFilter: Provider Privacy-Aware Encrypted Filtering System	160
Effective Graph Modeling and Contrastive Learning for Time-Aware QoS Prediction	154
RDRM: Real-Time Dynamic Replica Management With Joint Optimization for Edge Computing	133
Scheduling Multi-Server Jobs With Sublinear Regrets via Online Learning	126
M-DAFTO: Multi-Stage Deferred Acceptance Based Fair Task Offloading in IoT-Fog Systems	119
Attribute-Based Expressive and Ranked Keyword Search Over Encrypted Documents in Cloud Computing	118
Dynamic Cluster-Based Flow Management for Software Defined Networks	116
RASK: Range Spatial Keyword Queries on Massive Encrypted Geo-Textual Data	114
QPause: Quantum-Resistant Password-Protected Data Outsourcing for Cloud Storage	108
NBSync: Parallelism of Local Computing and Global Synchronization for Fast Distributed Machine Learning in WANs	98
SNN-IoT: Efficient Partitioning and Enabling of Deep Spiking Neural Networks in IoT Services	98
Efficient Privacy-Preserving Multi-Dimensional Range Query for Cloud-Assisted Ehealth Systems	94
Secure and Verifiable Outsourcing of Large-Scale Nonnegative Matrix Factorization (NMF)	92
Delay-Prioritized and Reliable Task Scheduling With Long-Term Load Balancing in Computing Power Networks	90
Proactive Recommendation of Composite Services in Multi-Access Edge Computing	90
Maximizing NFT Incentives: References Make You Rich	89
Weighted Adversarial Learning From Crowds	87
Maximum Entropy Policy for Long-Term Fairness in Interactive Recommender Systems	83
Paramart: Parallel Resource Allocation Based on Blockchain Sharding for Edge-Cloud Services	81
Cloud-Based Charging Management of Heterogeneous Electric Vehicles in a Network of Charging Stations: Price Incentive Versus Capacity Expansion	79
Constrained App Data Caching Over Edge Server Graphs in Edge Computing Environment	79
Optimizing Blockchain Shard Allocations Service: A Multi-Objective Evolutionary Perspective	78
KeAD: Knowledge-enhanced Graph Attention Network for Accurate Anomaly Detection	71

A Blockchain-Based Cross-Domain Data Transmission Scheme for Industrial Internet of Things with Edge-Cloud Computing	69
Enhancing Game Policy Optimization in Mobile Crowdsourcing: A Reinforcement Learning Approach	69
Coda: Runtime Detection of Application-Layer CPU-Exhaustion DoS Attacks in Containers	68
Non-Interactive Multi-Client Searchable Symmetric Encryption With Small Client Storage	67
An Energy Aware Task Scheduling Model Using Ant-Mating Optimization in Fog Computing Environment	67
Modeling and Empirical Validation of Reliability and Performance Trade-Offs of Dynamic Routing in Service- and Cloud-Based Architectures	67
Scalable Large Model for Unlabeled Anomaly Detection With Trio-Attention U-Transformer and Manifold-Learning Siamese Discriminator	67
Holistic Root Cause Analysis for Failures in Cloud-Native Systems Through Observability Data	66
Task Allocation With Geography-Context-Capacity Awareness in Distributed Burstable Billing Edge-Cloud Systems	66
2021 Reviewers List	65
An Efficient Replication-Based Aggregation Verification and Correctness Assurance Scheme for Federated Learning	63
DeFedGCN: Privacy-Preserving Decentralized Federated GCN for Recommender System	61
Privacy-Preserving Convolutional Neural Network Classification Scheme With Multiple Keys	60
Availability and Reliability of Core Networks (4G/5G) From a Deployment Standpoint	60
Deep Reinforcement Learning for Scheduling Applications in Serverless and Serverful Hybrid Computing Environments	60
FREB: Participant Selection in Federated Learning with Reputation Evaluation and Blockchain	58
Efficient and Privacy-Preserving Spatial-Feature-Based Reverse kNN Query	58
Dynamic Trust Enforcing Pricing Scheme for Sensors-as-a-Service in Sensor-Cloud Infrastructure	58
SaaSC: Toward Pay-as-You-Go Mode for Software Service Transactions Based on Blockchain's Smart Legal Contracts	57
Optimizing Energy Efficiency for Data Center via Parameterized Deep Reinforcement Learning	57
Joint Optimization of Request Assignment and Computing Resource Allocation in Multi-Access Edge Computing	55
Detecting Web Attacks From HTTP Weblogs Using Variational LSTM Autoencoder Deviation Network	55
Reputation Bootstrapping for Composite Services Using CP-Nets	54
MSCCL: A Framework for Enhancing Mashup Service Clustering With Contrastive Learning	52
Incentive Mechanism for Mobile Crowdsensing with Two-Stage Stackelberg Game	52
Delegatable Order-Revealing Encryption for Reliable Cross-Database Query	52
A Survey of Proxy Re-Encryption for Secure Data Sharing in Cloud Computing	52
Deep Reinforcement Learning for Containerized Edge Intelligence Inference Request Processing in IoT Edge Computing	51
Scheduling Workflows With Composite Tasks: A Nested Particle Swarm Optimization Approach	51
Differential Privacy-Based Location Protection in Spatial Crowdsourcing	49
Exploring Smart Contract Recommendation: Towards Efficient Blockchain Development	49
Energy-Aware Service Function Chaining Embedding in NFV Networks	48
EHRChain: A Blockchain-Based EHR System Using Attribute-Based and Homomorphic Cryptosystem	47
Resource Provisioning and Allocation in Function-as-a-Service Edge-Clouds	46
In-Flight Energy-Driven Composition of Drone Swarm Services	46
Federated Distributed Deep Reinforcement Learning for Recommendation-Enabled Edge Caching	45
MADRL-Based Order Dispatching in MoD Systems With Bipartite Graph Splitting	44
Microservices: Migration of a Mission Critical System	44
Guest Editor's Introduction: Special Section on Edge AI as a Service	44
VPFLI: Verifiable Privacy-Preserving Federated Learning With Irregular Users Based on Single Server	44
A Blockchain System for QoS Monitoring in Decentralized Edge Computing	43
TREAT: Temporal and Relational Attention-Based Tensor Representation Learning for Ethereum Phishing Users	43
Secure Updatable Storage Access Control System for EHRs in the Cloud	43
ESync: Accelerating Intra-Domain Federated Learning in Heterogeneous Data Centers	43
Joint Task Offloading, Resource Allocation and Model Placement for AI as a Service in 6G Network	42
Freshness-Aware Incentive Mechanism for Mobile Crowdsensing With Budget Constraint	42
Privacy Cost Optimization of Smart Meters Using URLLC and Demand Side Energy Trading	41
Automated Probe Life-Cycle Management for Monitoring-As-a-Service	41
PIAS: Privacy-Preserving Incentive Announcement System Based on Blockchain for Internet of Vehicles	41
Joint Scheduling of Overlapping MapReduce Phases: Pair Jobs for Optimization	41

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

Service Regulation Analysis Framework for Service Design Time: A Case Study of Internet Healthcare Service	26
Utility-Aware and Privacy-Preserving Mobile Query Services	26
STARDUST: A Novel Process Mining Approach to Discover Evolving Models From Trace Streams	26
Artificial Impostors: An Efficient and Scalable Scheme for Location Privacy Preservation	26
FAST: A Forecasting Model With Adaptive Sliding Window and Time Locality Integration for Dynamic Cloud Workloads	25
RESERVE: An Energy-Efficient Edge Cloud Architecture for Intelligent Multi-UAV	25
Swift and Accurate Mobility-Aware QoS Forecasting for Mobile Edge Environments	25
Energy Consumption Scheduling as a Fog Computing Service in Smart Grid	25
Cybersecurity in Big Data Era: From Securing Big Data to Data-Driven Security	25
KeySea: Keyword-Based Search With Receiver Anonymity in Attribute-Based Searchable Encryption	25
Data Access Control in Cloud Computing: Flexible and Receiver Extendable	25
CrossMeta: A Fast and Cheap Cross-Metaverse Interoperability Protocol	25
A Workflow Scheduling Approach With Modified Fuzzy Adaptive Genetic Algorithm in IaaS Clouds	25
An Approach for Incremental Mining of Clickstream Patterns as a Service Application	25
FedOrbit: Energy Efficient Federated Learning for Orbital Edge Computing Using Block Minifloat Arithmetic	25
Comment on “A Lightweight Auditing Service for Shared Data With Secure User Revocation in Cloud Storage”	25
Efficient Privacy-Preserving Face Identification Protocol	25
Efficient and Privacy-Enhanced Federated Learning Based on Parameter Degradation	25
TrustWorker: A Trustworthy and Privacy-Preserving Worker Selection Scheme for Blockchain-Based Crowdsensing	24
Employ AI to Improve AI Services : Q-Learning Based Holistic Traffic Control for Distributed Co-Inference in Deep Learning	24
CATScaler: A Convolution-Augmented Transformer Scaling Framework for Cloud-Native Applications	24
Towards Proactive Risk-Aware Cloud Cost Optimization Leveraging Transient Resources	24
Accurate and Reliable Service Recommendation Based on Bilateral Perception in Multi-Access Edge Computing	24
An Efficient Algorithm for Microservice Placement in Cloud-Edge Collaborative Computing Environment	24
A Privacy-Preserving Authenticated Key Agreement Scheme Based on Physically Unclonable Functions for Multi-Server Architecture	24
RT3C: Real-Time Crowd Counting in Multi-Scene Video Streams via Cloud-Edge-Device Collaboration	24
Cost-Effective Data Placement in Edge Storage Systems With Erasure Code	24
NOVA: Neural-Optimized Viewport Adaptive 360-Degree Video Streaming at the Edge	23
A Visually Meaningful Image Encryption Scheme Based on Lossless Compression SPIHT Coding	23
Compiling Service Function Chains via Fine-Grained Composition in the Programmable Data Plane	23
DySR: A Dynamic Graph Neural Network Based Service Bundle Recommendation Model for Mashup Creation	23
Indirect Revocable KP-ABE With Revocation Undoing Resistance	23
Energy-minimized Scheduling of Real-time Parallel Workflows on Heterogeneous Distributed Computing Systems	23
DDPQN: An Efficient DNN Offloading Strategy in Local-Edge-Cloud Collaborative Environments	23
A Novel Addressing and Routing Architecture for Cloud-Service Datacenter Networks	22
DRPC: Distributed Reinforcement Learning Approach for Scalable Resource Provisioning in Container-Based Clusters	22
Priority-Based Selection of Individuals in Memetic Algorithms for Distributed Data-Intensive Web Service Compositions	22
Efficient Approximation Algorithms for Scheduling Coflows With Precedence Constraints in Identical Parallel Networks to Minimize Weighted Completion Time	22
Threshold Attribute-Based Credentials With Redactable Signature	22
Secure V2V and V2I Communication in Intelligent Transportation Using Cloudlets	22
A Formal Treatment of Contract Signature	22
A Monitoring-Free Bitcoin Payment Channel Scheme With Support for Real-Time Settlement	22
A Generic Deep Learning Based Cough Analysis System From Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels	22
Efficient Transition Adjacency Relation Computation for Process Model Similarity	22
Multi-criteria performance analysis based on Physics of Decision — Application to COVID-19 and future pandemics	22
Cold-Start Next-Item Recommendation by User-Item Matching and Auto-Encoders	22
Secure Replication-Based Outsourced Computation Using Smart Contracts	21
Ontology-Based Privacy Data Chain Disclosure Discovery Method for Big Data	21
Watermarking-Based Secure Plaintext Image Protocols for Storage, Show, Deletion and Retrieval in the Cloud	21
TrustPay: A Dual-Layer Blockchain-Based Framework for Trusted Service Transaction	21
A QoS-Aware Clustering Based Multi-Layer Model for Web Service Selection	21
Capturing Request Execution Path for Understanding Service Behavior and Detecting Anomalies Without Code Instrumentation	21
Next PoI Recommendation Based on Graph Convolutional Networks and Multiple Context-Awareness	21
Leveraging Consortium Blockchain for Secure Cross-Domain Data Sharing in Supply Chain Networks	21
Experimental Evaluation of Rule-Based Autonomic Computing Management Framework for Cloud-Native Applications	21
A Granular SVM-Based Method for Top-N Web Services Recommendation	21
Tree-ORAP: A Tree-Based Oblivious Random-Access Protocol for Privacy-Protected Blockchain	20
Data Re-Outsourcing Detection With Latency-Constraint for Edge Storage	20
MTDA: Efficient and Fair DPU Offloading Method for Multiple Tenants	20
HGDRec:Next POI Recommendation Based on Hypergraph Neural Network and Diffusion Model	20
Unlocking Complexity: Harnessing Value Entropy for Advanced Multidimensional Utility Evaluation in Service Ecosystems	20
AoI-Aware Inference Services in Edge Computing via Digital Twin Network Slicing	20
Two-Stream Graph Convolutional Network-Incorporated Latent Feature Analysis	20
Exploring Dynamic Task Loading in SGX-Based Distributed Computing	20
A Hybrid Many-Objective Optimization Algorithm for Task Offloading and Resource Allocation in Multi-Server Mobile Edge Computing Networks	19
MHRR: MOOCs Recommender Service With Meta Hierarchical Reinforced Ranking	19
Reliable Policy Updating Under Efficient Policy Hidden Fine-Grained Access Control Framework for Cloud Data Sharing	19
Secure Neighbor Discovery as a Service in the Internet of Ships Environment	19
An Efficient and Secure Trading Framework for Shared Charging Service Based on Multiple Consortium Blockchains	19
Task Recommendation in Crowdsourcing Based on Learning Preferences and Reliabilities	19
A Secure Satellite-Edge Computing Framework for Collaborative Line Outage Identification in Smart Grid	19
FACT: Sealed-Bid Auction With Full Privacy via Threshold Fully Homomorphic Encryption	19
In-Network Computing Empowered Mobile Edge Offloading Architecture for Internet of Things	19
TPPR: A Trust-Based and Privacy-Preserving Platoon Recommendation Scheme in VANET	19
Generalized Nesterov's Acceleration-Incorporated, Non-Negative and Adaptive Latent Factor Analysis	19
LSE: Efficient Symmetric Searchable Encryption Based on Labeled PSI	19
Concurrent Request Multiplexing for Cloud Composite Service Reservation	19
Dynamic Multi-Resource Optimization for Storage Acceleration in Cloud Storage Systems	19
TF-DDRL: A Transformer-Enhanced Distributed DRL Technique for Scheduling IoT Applications in Edge and Cloud Computing Environments	18
A Learning Automata-Based Scheduling for Deadline Sensitive Task in The Cloud	18
Reliable Service Recommendation: A Multi-Modal Adversarial Method for Personalized Recommendation Under Uncertain Missing Modalities	18
Time-Varying Microservice Orchestration with Routing for Dynamic Call Graphs via Multi-Scale Deep Reinforcement Learning	18
Verifiable Semantic-Aware Ranked Keyword Search in Cloud-Assisted Edge Computing	18
SHELDB: Client Storage Aware Homomorphic Encrypted Database Processing Framework With Low Communication Overhead	18
Latency-Driven Model Placement for Efficient Edge Intelligence Service	18
Extracting Reusable Fragments From Data-Centric Process Variants	18
An Embedded GRASP-VNS based Two-Layer Framework for Tour Recommendation	18
A Deep Reinforcement Learning Approach for Composing Moving IoT Services	18
Detecting Evolving Fraudulent Behavior in Online Payment Services: Open-Category and Concept-Drift	18
Online Traffic Allocation for Video Service Providers in Cloud-Edge Cooperative Systems	18
TPI-LLM: Serving 70B-scale LLMs Efficiently on Low-resource Mobile Devices	18
A Utility-Optimal Reverse Posted Pricing Mechanism for Online Mobile Crowdsensing Task Allocation	17
ELXGB: An Efficient and Privacy-Preserving XGBoost for Vertical Federated Learning	17
Oasis: Online All-Phase Quality-Aware Incentive Mechanism for MCS	17
Incentive Mechanism Design for Truth Discovery in Crowdsourcing With Copiers	17