IEEE Transactions on Services Computing

Article	Citations
Cost-aware Resource Recommendation for DAG-based Big Data Workflows: An Apache Spark Case Study	180
Towards Effective Resource Procurement in MEC: A Resource Re-Selling Framework	168
PPFilter: Provider Privacy-Aware Encrypted Filtering System	156
Effective Graph Modeling and Contrastive Learning for Time-Aware QoS Prediction	152
RDRM: Real-Time Dynamic Replica Management With Joint Optimization for Edge Computing	130
Holistic Root Cause Analysis for Failures in Cloud-Native Systems Through Observability Data	123
Coda: Runtime Detection of Application-Layer CPU-Exhaustion DoS Attacks in Containers	118
Constrained App Data Caching Over Edge Server Graphs in Edge Computing Environment	117
Scheduling Multi-Server Jobs With Sublinear Regrets via Online Learning	112
M-DAFTO: Multi-Stage Deferred Acceptance Based Fair Task Offloading in IoT-Fog Systems	108
Weighted Adversarial Learning From Crowds	107
Paramart: Parallel Resource Allocation Based on Blockchain Sharding for Edge-Cloud Services	96
Attribute-Based Expressive and Ranked Keyword Search Over Encrypted Documents in Cloud Computing	93
Scalable Large Model for Unlabeled Anomaly Detection With Trio-Attention U-Transformer and Manifold-Learning Siamese Discriminator	92
Dynamic Cluster-Based Flow Management for Software Defined Networks	92
Non-Interactive Multi-Client Searchable Symmetric Encryption With Small Client Storage	90
Modeling and Empirical Validation of Reliability and Performance Trade-Offs of Dynamic Routing in Service- and Cloud-Based Architectures	87
Maximizing NFT Incentives: References Make You Rich	86
RASK: Range Spatial Keyword Queries on Massive Encrypted Geo-Textual Data	86
Secure and Verifiable Outsourcing of Large-Scale Nonnegative Matrix Factorization (NMF)	82
Proactive Recommendation of Composite Services in Multi-Access Edge Computing	79
Delay-Prioritized and Reliable Task Scheduling With Long-Term Load Balancing in Computing Power Networks	78
Cloud-Based Charging Management of Heterogeneous Electric Vehicles in a Network of Charging Stations: Price Incentive Versus Capacity Expansion	77
KeAD: Knowledge-enhanced Graph Attention Network for Accurate Anomaly Detection	75
An Energy Aware Task Scheduling Model Using Ant-Mating Optimization in Fog Computing Environment	70

Enhancing Game Policy Optimization in Mobile Crowdsourcing: A Reinforcement Learning Approach	69
SNN-IoT: Efficient Partitioning and Enabling of Deep Spiking Neural Networks in IoT Services	69
QPause: Quantum-Resistant Password-Protected Data Outsourcing for Cloud Storage	67
NBSync: Parallelism of Local Computing and Global Synchronization for Fast Distributed Machine Learning in WANs	66
Maximum Entropy Policy for Long-Term Fairness in Interactive Recommender Systems	66
Efficient Privacy-Preserving Multi-Dimensional Range Query for Cloud-Assisted Ehealth Systems	66
Task Allocation With Geography-Context-Capacity Awareness in Distributed Burstable Billing Edge-Cloud Systems	65
2021 Reviewers List	64
An Efficient Replication-Based Aggregation Verification and Correctness Assurance Scheme for Federated Learning	63
DeFedGCN: Privacy-Preserving Decentralized Federated GCN for Recommender System	62
Deep Reinforcement Learning for Scheduling Applications in Serverless and Serverful Hybrid Computing Environments	62
Availability and Reliability of Core Networks (4G/5G) From a Deployment Standpoint	61
Privacy-Preserving Convolutional Neural Network Classification Scheme With Multiple Keys	60
Dynamic Trust Enforcing Pricing Scheme for Sensors-as-a-Service in Sensor-Cloud Infrastructure	60
FREB: Participant Selection in Federated Learning with Reputation Evaluation and Blockchain	60
Efficient and Privacy-Preserving Spatial-Feature-Based Reverse kNN Query	58
Federated Distributed Deep Reinforcement Learning for Recommendation-Enabled Edge Caching	58
Delegatable Order-Revealing Encryption for Reliable Cross-Database Query	57
Reputation Bootstrapping for Composite Services Using CP-Nets	57
MSCCL: A Framework for Enhancing Mashup Service Clustering With Contrastive Learning	57
Exploring Smart Contract Recommendation: Towards Efficient Blockchain Development	52
Differential Privacy-Based Location Protection in Spatial Crowdsourcing	52
In-Flight Energy-Driven Composition of Drone Swarm Services	52
Scheduling Workflows With Composite Tasks: A Nested Particle Swarm Optimization Approach	52
Energy-Aware Service Function Chaining Embedding in NFV Networks	51
Detecting Web Attacks From HTTP Weblogs Using Variational LSTM Autoencoder Deviation Network	51
EHRChain: A Blockchain-Based EHR System Using Attribute-Based and Homomorphic Cryptosystem	51
Resource Provisioning and Allocation in Function-as-a-Service Edge-Clouds	49
A Survey of Proxy Re-Encryption for Secure Data Sharing in Cloud Computing	49
SaaSC: Toward Pay-as-You-Go Mode for Software Service Transactions Based on Blockchain's Smart Legal Contracts	47
Incentive Mechanism for Mobile Crowdsensing with Two-Stage Stackelberg Game	47
Optimizing Energy Efficiency for Data Center via Parameterized Deep Reinforcement Learning	46
Deep Reinforcement Learning for Containerized Edge Intelligence Inference Request Processing in IoT Edge Computing	46
Joint Optimization of Request Assignment and Computing Resource Allocation in Multi-Access Edge Computing	46
A Blockchain System for QoS Monitoring in Decentralized Edge Computing	43
VPFLI: Verifiable Privacy-Preserving Federated Learning With Irregular Users Based on Single Server	43
MADRL-Based Order Dispatching in MoD Systems With Bipartite Graph Splitting	43
Microservices: Migration of a Mission Critical System	43
An Efficient Privacy-Preserving Ranked Multi-Keyword Retrieval for Multiple Data Owners in Outsourced Cloud	43
Guest Editor's Introduction: Special Section on Edge AI as a Service	43
Secure Updatable Storage Access Control System for EHRs in the Cloud	42
TREAT: Temporal and Relational Attention-Based Tensor Representation Learning for Ethereum Phishing Users	42
ABCrowdMed: A Fine-Grained Worker Selection Scheme for Crowdsourcing Healthcare With Privacy-Preserving	42
ESync: Accelerating Intra-Domain Federated Learning in Heterogeneous Data Centers	42
Privacy Cost Optimization of Smart Meters Using URLLC and Demand Side Energy Trading	41
Joint Task Offloading, Resource Allocation and Model Placement for AI as a Service in 6G Network	41
A Semantically Rich Framework to Automate Cloud Service Level Agreements	41
Freshness-Aware Incentive Mechanism for Mobile Crowdsensing With Budget Constraint	41
Automated Probe Life-Cycle Management for Monitoring-As-a-Service	40
A Game-Based Computation Offloading With Imperfect Information in Multi-Edge Environments	40

2024 Reviewers List*	40
Joint Scheduling of Overlapping MapReduce Phases: Pair Jobs for Optimization	40
PIAS: Privacy-Preserving Incentive Announcement System Based on Blockchain for Internet of Vehicles	39
Privacy-Preserving Traffic Monitoring with False Report Filtering via Fog-Assisted Vehicular Crowdsensing	39
Dynamic Adaptive Federated Learning on Local Long-Tailed Data	39
GraphIoT: Lightweight IoT Device Detection Based on Graph Classifiers and Incremental Learning	39
Q-BLPP: A Quality-Enabled Bilateral Location Privacy-Preserving Service Construction Scheme in Mobile Crowd Sensing	39
Integrating IoT and 6 G: Applications of Edge Intelligence, Challenges, and Future Directions	38
FaaSDeliver: Cost-Efficient and QoS-Aware Function Delivery in Computing Continuum	38
Semantically Rich Framework to Automate Cyber Insurance Services	38
Criticality and Utility-Aware Fog Computing System for Remote Health Monitoring	37
Enforcing Corporate Governance Controls With Cloud-Based Services	37
Towards Auditable and Privacy-Preserving Online Medical Diagnosis Service Over Cloud	37
Distributed Computing Applications of Context-Aware QoS and Trust Prediction Framework	37
FlowValve+: Multi-Queue Packet Scheduling Framework on SoC-Based SmartNICs	37
Privacy-Preserving Parallel Computation of Matrix Determinant With Edge Computing	36
Online Service Placement, Task Scheduling, and Resource Allocation in Hierarchical Collaborative MEC Systems	36
A Direct Data Aware LSTM Neural Network Architecture for Complete Remaining Trace and Runtime Prediction	36
Time Series QoS Forecasting for Web Services Using Multi-Predictor-Based Genetic Programming	36
User Preference Oriented Service Caching and Task Offloading for UAV-Assisted MEC Networks	36
Analysis and Controlling of Manufacturing Service Ecosystem: A Research Framework Based on the Parallel System Theory	35
UrbanEnQoSPlace: A Deep Reinforcement Learning Model for Service Placement of Real-Time Smart City IoT Applications	35
MapReduce Task Scheduling in Heterogeneous Geo-Distributed Data Centers	35
Privacy-Preserving and Verifiable Outsourcing Linear Inference Computing Framework	35
PPNNI: Privacy-Preserving Neural Network Inference Against Adversarial Example Attack	34
Computation Offloading With Instantaneous Load Billing for Mobile Edge Computing	34
A Privacy-Preserving Transparent Central Bank Digital Currency System Based on Consortium Blockchain and Unspent Transaction Outputs	34
Boolean Searchable Attribute-Based Signcryption With Search Results Self-Verifiability Mechanism for Data Storage and Retrieval in Clouds	34
Hierarchical Reinforcement Learning for Conversational Recommendation With Knowledge Graph Reasoning and Heterogeneous Questions	34
Implicit Supervision-Assisted Graph Collaborative Filtering for Third-Party Library Recommendation	34
Improving the Schedulability of Real-Time Tasks Using Fog Computing	34
A Secure Searchable Encryption Framework for Privacy-Critical Cloud Storage Services	34
Verifiable Key-Aggregate Searchable Encryption With a Designated Server in Multi-Owner Setting	34
Communication-Efficient Federated Learning With Adaptive Aggregation for Heterogeneous Client-Edge-Cloud Network	33
BlockEmulator: An Emulator Enabling to Test Blockchain Sharding Protocols	33
An Accurate and Privacy-Preserving Retrieval Scheme Over Outsourced Medical Images	33
Edge-Assisted Public Key Homomorphic Encryption for Preserving Privacy in Mobile Crowdsensing	33
Vehicle Parking Navigation Based on Edge Computing With Diffusion Model and Information Potential Field	33
Practical Blockchain-Based Options Contract	32
Aggregated Capability Assessment (AgCA) For CAIQ Enabled Cross-cloud Federation	32
A Fine-Grained Regularization Scheme for Non-negative Latent Factorization of High-Dimensional and Incomplete Tensors	32
A Blockchain-Based Hedonic Game Scheme for Reputable Fog Federations	32
Runtime Verification of Business Cloud Workflow Temporal Conformance	32
Explainable and Effective Process Remaining Time Prediction Using Feature-Informed Cascade Prediction Model	31
Real-Time Detection and Mitigation of LDoS Attacks in the SDN Using the HGB-FP Algorithm	31
Burst-Aware Predictive Autoscaling for Containerized Microservices	31
A Multi-View Deep Learning Approach for Predictive Business Process Monitoring	31
Magneto: Load-Balanced Key-Value Service for Write-Intensive Workloads	31
Cost-Friendly Differential Privacy of Smart Meters Using Energy Storage and Harvesting Devices	31
Elastic Resource Provisioning Using Data Clustering in Cloud Service Platform	30
ReMatch: An Efficient Virtual Data Center Re-Matching Strategy Based on Matching Theory	30
Trajectory Privacy Protection Method Based on Differential Privacy in Crowdsensing	30
TAPESTRY: A De-Centralized Service for Trusted Interaction Online	29
Linear Structure Analysis of Embeddings for Bias Disparity Reduction in Collaborative Filtering	29
DeFiGuard: A Price Manipulation Detection Service in DeFi Using Graph Neural Networks	29
Synchronous Blockchain-Based Distributed Provable Data Possession With Forward-Security	29
Data Caching Optimization With Fairness in Mobile Edge Computing	29
Deep Reinforcement Learning With Entropy and Attention Mechanism for D2D-Assisted Task Offloading in Edge Computing	28
Holistic VM Placement for Distributed Parallel Applications in Heterogeneous Clusters	28
Attribute Based Conjunctive Keywords Search With Verifiability and Fair Payment Using Blockchain	28
Achieving Searchable Encryption Scheme With Search Pattern Hidden	28
DMSDRec: Dynamic Structure-aware Graph Masked Autoencoder and Spatiotemporal Diffusion for Next-POI Recommendation	28
Puncturable Key-Policy Attribute-Based Encryption Scheme for Efficient User Revocation	28
A New Hybrid Adaptive Deep Learning-Based Framework for UAVs Faults and Attacks Detection	28
Secure Cloud Data Deduplication with Efficient Re-Encryption	28
Toward Efficient and Reliable Private Set Computation in Decentralized Storage	27
Web Service Recommendation via Combining Topic-aware Heterogeneous Graph Representation and Interactive Semantic Enhancement	27
Social-Sensor Composition for Tapestry Scenes	27
FedOrbit: Energy Efficient Federated Learning for Orbital Edge Computing Using Block Minifloat Arithmetic	26
Utility-Aware and Privacy-Preserving Mobile Query Services	26
Fast Subgraph Matching by Dynamic Graph Editing	26
A Trust Model for SLA Negotiation Candidates Selection in a Dynamic IoT Environment	26
An Approach for Incremental Mining of Clickstream Patterns as a Service Application	26
Geo-Distributed Multi-Tier Workload Migration Over Multi-Timescale Electricity Markets	26
Service Regulation Analysis Framework for Service Design Time: A Case Study of Internet Healthcare Service	26
Virtdev: Towards Providing Edge Services	26
Privacy-Preserving Collaborative Queries in Services Computing Using Multisource Private Data Counting	26
Indirect Revocable KP-ABE With Revocation Undoing Resistance	25
KeySea: Keyword-Based Search With Receiver Anonymity in Attribute-Based Searchable Encryption	25
Random Coding Responses for Resisting Side-Channel Attacks in Client-Side Deduplicated Cloud Storage	25

RESERVE: An Energy-Efficient Edge Cloud Architecture for Intelligent Multi-UAV	25
Efficient Privacy-Preserving Face Identification Protocol	25
Data Access Control in Cloud Computing: Flexible and Receiver Extendable	25
STARDUST: A Novel Process Mining Approach to Discover Evolving Models From Trace Streams	25
Artificial Impostors: An Efficient and Scalable Scheme for Location Privacy Preservation	25
Swift and Accurate Mobility-Aware QoS Forecasting for Mobile Edge Environments	25
Efficient and Privacy-Enhanced Federated Learning Based on Parameter Degradation	25
Comment on “A Lightweight Auditing Service for Shared Data With Secure User Revocation in Cloud Storage”	25
Multi-Layered Continuous Reasoning for Cloud-IoT Application Management	25
A Delegatable Attribute Based Encryption Scheme for a Collaborative E-Health Cloud	25
CrossMeta: A Fast and Cheap Cross-Metaverse Interoperability Protocol	25
Employ AI to Improve AI Services : Q-Learning Based Holistic Traffic Control for Distributed Co-Inference in Deep Learning	25
Secure V2V and V2I Communication in Intelligent Transportation Using Cloudlets	24
A Generic Deep Learning Based Cough Analysis System From Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels	24
DySR: A Dynamic Graph Neural Network Based Service Bundle Recommendation Model for Mashup Creation	24
FAST: A Forecasting Model With Adaptive Sliding Window and Time Locality Integration for Dynamic Cloud Workloads	24
TrustWorker: A Trustworthy and Privacy-Preserving Worker Selection Scheme for Blockchain-Based Crowdsensing	24
Compiling Service Function Chains via Fine-Grained Composition in the Programmable Data Plane	23
Threshold Attribute-Based Credentials With Redactable Signature	23
Energy Consumption Scheduling as a Fog Computing Service in Smart Grid	23
Cost-Effective Data Placement in Edge Storage Systems With Erasure Code	23
CATScaler: A Convolution-Augmented Transformer Scaling Framework for Cloud-Native Applications	23
DDPQN: An Efficient DNN Offloading Strategy in Local-Edge-Cloud Collaborative Environments	23
Energy-minimized Scheduling of Real-time Parallel Workflows on Heterogeneous Distributed Computing Systems	23
Cybersecurity in Big Data Era: From Securing Big Data to Data-Driven Security	23
Towards Proactive Risk-Aware Cloud Cost Optimization Leveraging Transient Resources	23
A Privacy-Preserving Authenticated Key Agreement Scheme Based on Physically Unclonable Functions for Multi-Server Architecture	23
NOVA: Neural-Optimized Viewport Adaptive 360-Degree Video Streaming at the Edge	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
RT3C: Real-Time Crowd Counting in Multi-Scene Video Streams via Cloud-Edge-Device Collaboration	22
A Workflow Scheduling Approach With Modified Fuzzy Adaptive Genetic Algorithm in IaaS Clouds	22
A Novel Addressing and Routing Architecture for Cloud-Service Datacenter Networks	22
A Visually Meaningful Image Encryption Scheme Based on Lossless Compression SPIHT Coding	22
Accurate and Reliable Service Recommendation Based on Bilateral Perception in Multi-Access Edge Computing	22
An Efficient Algorithm for Microservice Placement in Cloud-Edge Collaborative Computing Environment	22
Efficient Transition Adjacency Relation Computation for Process Model Similarity	22
A Monitoring-Free Bitcoin Payment Channel Scheme With Support for Real-Time Settlement	21
A Formal Treatment of Contract Signature	21
Efficient Approximation Algorithms for Scheduling Coflows With Precedence Constraints in Identical Parallel Networks to Minimize Weighted Completion Time	21
Cold-Start Next-Item Recommendation by User-Item Matching and Auto-Encoders	21
Multi-criteria performance analysis based on Physics of Decision — Application to COVID-19 and future pandemics	21
Ontology-Based Privacy Data Chain Disclosure Discovery Method for Big Data	20
Data Re-outsourcing Detection with Latency-Constraint for Edge Storage	20
Secure Replication-Based Outsourced Computation Using Smart Contracts	20
A Granular SVM-Based Method for Top-N Web Services Recommendation	20
A QoS-Aware Clustering Based Multi-Layer Model for Web Service Selection	20
Unlocking Complexity: Harnessing Value Entropy for Advanced Multidimensional Utility Evaluation in Service Ecosystems	20
A Secure Satellite-Edge Computing Framework for Collaborative Line Outage Identification in Smart Grid	20
Experimental Evaluation of Rule-Based Autonomic Computing Management Framework for Cloud-Native Applications	20
LSE: Efficient Symmetric Searchable Encryption Based on Labeled PSI	20
Leveraging Consortium Blockchain for Secure Cross-Domain Data Sharing in Supply Chain Networks	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
Reliable Policy Updating Under Efficient Policy Hidden Fine-Grained Access Control Framework for Cloud Data Sharing	19
HGDRec:Next POI Recommendation Based on Hypergraph Neural Network and Diffusion Model	19
A Hybrid Many-Objective Optimization Algorithm for Task Offloading and Resource Allocation in Multi-Server Mobile Edge Computing Networks	19
Concurrent Request Multiplexing for Cloud Composite Service Reservation	19
MTDA: Efficient and Fair DPU Offloading Method for Multiple Tenants	19
Capturing Request Execution Path for Understanding Service Behavior and Detecting Anomalies Without Code Instrumentation	19
Tree-ORAP: A Tree-Based Oblivious Random-Access Protocol for Privacy-Protected Blockchain	19
Task Recommendation in Crowdsourcing Based on Learning Preferences and Reliabilities	19
Watermarking-Based Secure Plaintext Image Protocols for Storage, Show, Deletion and Retrieval in the Cloud	19
Generalized Nesterov's Acceleration-Incorporated, Non-Negative and Adaptive Latent Factor Analysis	19
TPPR: A Trust-Based and Privacy-Preserving Platoon Recommendation Scheme in VANET	19
Exploring Dynamic Task Loading in SGX-Based Distributed Computing	19
MHRR: MOOCs Recommender Service With Meta Hierarchical Reinforced Ranking	19
Next PoI Recommendation Based on Graph Convolutional Networks and Multiple Context-Awareness	19
Two-Stream Graph Convolutional Network-Incorporated Latent Feature Analysis	19
FACT: Sealed-Bid Auction With Full Privacy via Threshold Fully Homomorphic Encryption	19
A Deep Reinforcement Learning Approach for Composing Moving IoT Services	18
A Learning Automata-Based Scheduling for Deadline Sensitive Task in The Cloud	18
Secure Neighbor Discovery as a Service in the Internet of Ships Environment	18
Latency-Driven Model Placement for Efficient Edge Intelligence Service	18
SHELDB: Client Storage Aware Homomorphic Encrypted Database Processing Framework With Low Communication Overhead	18
An Embedded GRASP-VNS based Two-Layer Framework for Tour Recommendation	18
In-Network Computing Empowered Mobile Edge Offloading Architecture for Internet of Things	18
Verifiable Semantic-Aware Ranked Keyword Search in Cloud-Assisted Edge Computing	18
Detecting Evolving Fraudulent Behavior in Online Payment Services: Open-Category and Concept-Drift	18
TF-DDRL: A Transformer-Enhanced Distributed DRL Technique for Scheduling IoT Applications in Edge and Cloud Computing Environments	18
An Efficient and Secure Trading Framework for Shared Charging Service Based on Multiple Consortium Blockchains	18
Dynamic Multi-Resource Optimization for Storage Acceleration in Cloud Storage Systems	18
Graph-Represented Computation-Intensive Task Scheduling Over Air-Ground Integrated Vehicular Networks	17
Extracting Reusable Fragments From Data-Centric Process Variants	17
Privacy-Preserving Reverse Nearest Neighbor Query Over Encrypted Spatial Data	17
Online Traffic Allocation for Video Service Providers in Cloud-Edge Cooperative Systems	17
Dynamic User Allocation in Stochastic Mobile Edge Computing Systems	17
Task Failure Prediction in Cloud Data Centers Using Deep Learning	17
Reliable Service Recommendation: A Multi-Modal Adversarial Method for Personalized Recommendation Under Uncertain Missing Modalities	17
: A QoS-Aware Distributed Deep Reinforcement Learning Technique for Service Offloading in Fog Computing Environments	17
A Geography-Based P2P Overlay Network for Fast and Robust Blockchain Systems	17
Loader: A Log Anomaly Detector Based on Transformer	16
ET2FA: A Hybrid Heuristic Algorithm for Deadline-constrained Workflow Scheduling in Cloud	16
SmartChain: A Dynamic and Self-Adaptive Sharding Framework for IoT Blockchain	16
Demand-Driven Deep Reinforcement Learning for Scalable Fog and Service Placement	16