IEEE Transactions on Services Computing

Article	Citations
Cost-aware Resource Recommendation for DAG-based Big Data Workflows: An Apache Spark Case Study	169
RASK: Range Spatial Keyword Queries on Massive Encrypted Geo-Textual Data	147
Scheduling Multi-Server Jobs With Sublinear Regrets via Online Learning	140
Proactive Recommendation of Composite Services in Multi-Access Edge Computing	139
Towards Effective Resource Procurement in MEC: A Resource Re-Selling Framework	123
PPFilter: Provider Privacy-Aware Encrypted Filtering System	116
QPause: Quantum-Resistant Password-Protected Data Outsourcing for Cloud Storage	116
Paramart: Parallel Resource Allocation Based on Blockchain Sharding for Edge-Cloud Services	110
Efficient Privacy-Preserving Multi-Dimensional Range Query for Cloud-Assisted Ehealth Systems	106
Delay-Prioritized and Reliable Task Scheduling With Long-Term Load Balancing in Computing Power Networks	105
Effective Graph Modeling and Contrastive Learning for Time-Aware QoS Prediction	103
RDRM: Real-Time Dynamic Replica Management With Joint Optimization for Edge Computing	101
Holistic Root Cause Analysis for Failures in Cloud-Native Systems Through Observability Data	94
Modeling and Empirical Validation of Reliability and Performance Trade-Offs of Dynamic Routing in Service- and Cloud-Based Architectures	90
Coda: Runtime Detection of Application-Layer CPU-Exhaustion DoS Attacks in Containers	86
Maximum Entropy Policy for Long-Term Fairness in Interactive Recommender Systems	85
Weighted Adversarial Learning From Crowds	85
Dynamic Cluster-Based Flow Management for Software Defined Networks	84
Cloud-Based Charging Management of Heterogeneous Electric Vehicles in a Network of Charging Stations: Price Incentive Versus Capacity Expansion	78
NBSync: Parallelism of Local Computing and Global Synchronization for Fast Distributed Machine Learning in WANs	78
Scalable Large Model for Unlabeled Anomaly Detection With Trio-Attention U-Transformer and Manifold-Learning Siamese Discriminator	76
Non-Interactive Multi-Client Searchable Symmetric Encryption With Small Client Storage	76
Constrained App Data Caching Over Edge Server Graphs in Edge Computing Environment	74
M-DAFTO: Multi-Stage Deferred Acceptance Based Fair Task Offloading in IoT-Fog Systems	73
Secure and Verifiable Outsourcing of Large-Scale Nonnegative Matrix Factorization (NMF)	73

Attribute-Based Expressive and Ranked Keyword Search Over Encrypted Documents in Cloud Computing	70
An Energy Aware Task Scheduling Model Using Ant-Mating Optimization in Fog Computing Environment	68
Task Allocation With Geography-Context-Capacity Awareness in Distributed Burstable Billing Edge-Cloud Systems	65
Scheduling Workflows With Composite Tasks: A Nested Particle Swarm Optimization Approach	64
2021 Reviewers List	64
Multi-Scale LSTM Model for BGP Anomaly Classification	63
Joint Optimization of Request Assignment and Computing Resource Allocation in Multi-Access Edge Computing	62
SaaSC: Toward Pay-as-You-Go Mode for Software Service Transactions Based on Blockchain's Smart Legal Contracts	62
An Efficient Replication-Based Aggregation Verification and Correctness Assurance Scheme for Federated Learning	62
Availability and Reliability of Core Networks (4G/5G) From a Deployment Standpoint	61
Deep Reinforcement Learning for Scheduling Applications in Serverless and Serverful Hybrid Computing Environments	61
Federated Distributed Deep Reinforcement Learning for Recommendation-Enabled Edge Caching	61
DeFedGCN: Privacy-Preserving Decentralized Federated GCN for Recommender System	61
Efficient Query of Quality Correlation for Service Composition	59
Energy-Aware Service Function Chaining Embedding in NFV Networks	59
EHRChain: A Blockchain-Based EHR System Using Attribute-Based and Homomorphic Cryptosystem	59
Differential Privacy-Based Location Protection in Spatial Crowdsourcing	57
Exploring Smart Contract Recommendation: Towards Efficient Blockchain Development	56
Privacy-Preserving Convolutional Neural Network Classification Scheme With Multiple Keys	56
Incentive Mechanism for Mobile Crowdsensing with Two-Stage Stackelberg Game	56
A Survey of Proxy Re-Encryption for Secure Data Sharing in Cloud Computing	55
Efficient and Privacy-Preserving Spatial-Feature-Based Reverse kNN Query	54
Deep Reinforcement Learning for Containerized Edge Intelligence Inference Request Processing in IoT Edge Computing	54
Quality and Profit Assured Trusted Cloud Federation Formation: Game Theory Based Approach	53
Dynamic Trust Enforcing Pricing Scheme for Sensors-as-a-Service in Sensor-Cloud Infrastructure	50
Reputation Bootstrapping for Composite Services Using CP-Nets	50
Detecting Web Attacks From HTTP Weblogs Using Variational LSTM Autoencoder Deviation Network	50
Delegatable Order-Revealing Encryption for Reliable Cross-Database Query	50
Resource Provisioning and Allocation in Function-as-a-Service Edge-Clouds	48
Microservices: Migration of a Mission Critical System	48
In-Flight Energy-Driven Composition of Drone Swarm Services	48
MSCCL: a Framework for Enhancing Mashup Service Clustering with Contrastive Learning	48
FREB: Participant Selection in Federated Learning with Reputation Evaluation and Blockchain	47
MADRL-Based Order Dispatching in MoD Systems With Bipartite Graph Splitting	47
Optimizing Energy Efficiency for Data Center via Parameterized Deep Reinforcement Learning	47
PIAS: Privacy-Preserving Incentive Announcement System Based on Blockchain for Internet of Vehicles	47
Guest Editor's Introduction: Special Section on Edge AI as a Service	45
VPFLI: Verifiable Privacy-Preserving Federated Learning With Irregular Users Based on Single Server	44
Secure Updatable Storage Access Control System for EHRs in the Cloud	44
An Efficient Privacy-Preserving Ranked Multi-Keyword Retrieval for Multiple Data Owners in Outsourced Cloud	43
Privacy-Preserving Traffic Monitoring with False Report Filtering via Fog-Assisted Vehicular Crowdsensing	43
Freshness-Aware Incentive Mechanism for Mobile Crowdsensing With Budget Constraint	43
A Blockchain System for QoS Monitoring in Decentralized Edge Computing	43
A Semantically Rich Framework to Automate Cloud Service Level Agreements	42
FaaSDeliver: Cost-Efficient and QoS-Aware Function Delivery in Computing Continuum	42
FlowValve+: Multi-Queue Packet Scheduling Framework on SoC-Based SmartNICs	42
Privacy Cost Optimization of Smart Meters Using URLLC and Demand Side Energy Trading	42
Location-Based Web Service QoS Prediction via Preference Propagation to Address Cold Start Problem	41
Joint Scheduling of Overlapping MapReduce Phases: Pair Jobs for Optimization	40
GraphIoT: Lightweight IoT Device Detection Based on Graph Classifiers and Incremental Learning	39

Joint Task Offloading, Resource Allocation and Model Placement for AI as a Service in 6G Network	39
Q-BLPP: A Quality-Enabled Bilateral Location Privacy-Preserving Service Construction Scheme in Mobile Crowd Sensing	39
Semantically Rich Framework to Automate Cyber Insurance Services	38
ESync: Accelerating Intra-Domain Federated Learning in Heterogeneous Data Centers	38
A Game-Based Computation Offloading With Imperfect Information in Multi-Edge Environments	38
Criticality and Utility-Aware Fog Computing System for Remote Health Monitoring	37
Automated Probe Life-Cycle Management for Monitoring-As-a-Service	37
Dynamic Adaptive Federated Learning on Local Long-Tailed Data	37
2024 Reviewers List*	36
Similarity-Maintaining Privacy Preservation and Location-Aware Low-Rank Matrix Factorization for QoS Prediction Based Web Service Recommendation	36
ABCrowdMed: A Fine-Grained Worker Selection Scheme for Crowdsourcing Healthcare With Privacy-Preserving	36
PPNNI: Privacy-Preserving Neural Network Inference Against Adversarial Example Attack	35
Privacy-Preserving Parallel Computation of Matrix Determinant With Edge Computing	35
Runtime Verification of Business Cloud Workflow Temporal Conformance	35
Analysis and Controlling of Manufacturing Service Ecosystem: A Research Framework Based on the Parallel System Theory	35
Distributed Computing Applications of Context-Aware QoS and Trust Prediction Framework	35
Towards Auditable and Privacy-Preserving Online Medical Diagnosis Service Over Cloud	35
A Privacy-Preserving Transparent Central Bank Digital Currency System Based on Consortium Blockchain and Unspent Transaction Outputs	35
Enforcing Corporate Governance Controls With Cloud-Based Services	35
Edge-Assisted Public Key Homomorphic Encryption for Preserving Privacy in Mobile Crowdsensing	34
Vehicle Parking Navigation Based on Edge Computing With Diffusion Model and Information Potential Field	34
Hierarchical Reinforcement Learning for Conversational Recommendation With Knowledge Graph Reasoning and Heterogeneous Questions	34
UrbanEnQoSPlace: A Deep Reinforcement Learning Model for Service Placement of Real-Time Smart City IoT Applications	34
MapReduce Task Scheduling in Heterogeneous Geo-Distributed Data Centers	34
Time Series QoS Forecasting for Web Services Using Multi-Predictor-Based Genetic Programming	33
Implicit Supervision-Assisted Graph Collaborative Filtering for Third-Party Library Recommendation	33
Improving the Schedulability of Real-Time Tasks Using Fog Computing	33
User Preference Oriented Service Caching and Task Offloading for UAV-Assisted MEC Networks	33
Online Service Placement, Task Scheduling, and Resource Allocation in Hierarchical Collaborative MEC Systems	33
Verifiable Key-Aggregate Searchable Encryption With a Designated Server in Multi-Owner Setting	32
BlockEmulator: An Emulator Enabling to Test Blockchain Sharding Protocols	32
A Fine-Grained Regularization Scheme for Non-negative Latent Factorization of High-Dimensional and Incomplete Tensors	32
A Secure Searchable Encryption Framework for Privacy-Critical Cloud Storage Services	32
Computation Offloading With Instantaneous Load Billing for Mobile Edge Computing	32
An Accurate and Privacy-Preserving Retrieval Scheme Over Outsourced Medical Images	31
Communication-Efficient Federated Learning With Adaptive Aggregation for Heterogeneous Client-Edge-Cloud Network	31
Boolean Searchable Attribute-Based Signcryption With Search Results Self-Verifiability Mechanism for Data Storage and Retrieval in Clouds	31
Deep Reinforcement Learning With Entropy and Attention Mechanism for D2D-Assisted Task Offloading in Edge Computing	31
An Analysis of Public REST Web Service APIs	31
Privacy-Preserving and Verifiable Outsourcing Linear Inference Computing Framework	31
A Direct Data Aware LSTM Neural Network Architecture for Complete Remaining Trace and Runtime Prediction	31
Web Service Recommendation via Combining Topic-aware Heterogeneous Graph Representation and Interactive Semantic Enhancement	30
Puncturable Key-Policy Attribute-Based Encryption Scheme for Efficient User Revocation	30
Data Caching Optimization With Fairness in Mobile Edge Computing	30
Holistic VM Placement for Distributed Parallel Applications in Heterogeneous Clusters	30
Practical Blockchain-Based Options Contract	30
ReMatch: An Efficient Virtual Data Center Re-Matching Strategy Based on Matching Theory	30
Explainable and Effective Process Remaining Time Prediction Using Feature-Informed Cascade Prediction Model	29
Elastic Resource Provisioning Using Data Clustering in Cloud Service Platform	29
A Blockchain-Based Hedonic Game Scheme for Reputable Fog Federations	29
Trajectory Privacy Protection Method Based on Differential Privacy in Crowdsensing	29
A New Hybrid Adaptive Deep Learning-Based Framework for UAVs Faults and Attacks Detection	28
Cost-Friendly Differential Privacy of Smart Meters Using Energy Storage and Harvesting Devices	28
Achieving Searchable Encryption Scheme With Search Pattern Hidden	28
Toward Efficient and Reliable Private Set Computation in Decentralized Storage	28
Real-Time Detection and Mitigation of LDoS Attacks in the SDN Using the HGB-FP Algorithm	28
Aggregated Capability Assessment (AgCA) For CAIQ Enabled Cross-cloud Federation	28
Burst-Aware Predictive Autoscaling for Containerized Microservices	28
A Multi-View Deep Learning Approach for Predictive Business Process Monitoring	28
DeFiGuard: A Price Manipulation Detection Service in DeFi Using Graph Neural Networks	27
Secure Cloud Data Deduplication with Efficient Re-Encryption	27
Synchronous Blockchain-Based Distributed Provable Data Possession With Forward-Security	27
Employ AI to Improve AI Services : Q-Learning Based Holistic Traffic Control for Distributed Co-Inference in Deep Learning	27
Attribute Based Conjunctive Keywords Search With Verifiability and Fair Payment Using Blockchain	27
TAPESTRY: A De-Centralized Service for Trusted Interaction Online	27
Comment on “A Lightweight Auditing Service for Shared Data With Secure User Revocation in Cloud Storage”	26
NOVA: Neural-Optimized Viewport Adaptive 360-Degree Video Streaming at the Edge	26
Efficient and Privacy-Enhanced Federated Learning Based on Parameter Degradation	26
Towards Green Service Composition Approach in the Cloud	26
FedOrbit: Energy Efficient Federated Learning for Orbital Edge Computing Using Block Minifloat Arithmetic	26
DRPC: Distributed Reinforcement Learning Approach for Scalable Resource Provisioning in Container-Based Clusters	26
Data Access Control in Cloud Computing: Flexible and Receiver Extendable	26
Service Regulation Analysis Framework for Service Design Time: A Case Study of Internet Healthcare Service	26
Social-Sensor Composition for Tapestry Scenes	26
Virtdev: Towards Providing Edge Services	25
Compiling Service Function Chains via Fine-Grained Composition in the Programmable Data Plane	25
Towards Proactive Risk-Aware Cloud Cost Optimization Leveraging Transient Resources	25
Utility-Aware and Privacy-Preserving Mobile Query Services	25
Geo-Distributed Multi-Tier Workload Migration Over Multi-Timescale Electricity Markets	25
A Trust Model for SLA Negotiation Candidates Selection in a Dynamic IoT Environment	25

FAST: A Forecasting Model With Adaptive Sliding Window and Time Locality Integration for Dynamic Cloud Workloads	25
An Approach for Incremental Mining of Clickstream Patterns as a Service Application	25
Swift and Accurate Mobility-Aware QoS Forecasting for Mobile Edge Environments	24
A Privacy-Preserving Authenticated Key Agreement Scheme Based on Physically Unclonable Functions for Multi-Server Architecture	24
Fast Subgraph Matching by Dynamic Graph Editing	24
TrustWorker: A Trustworthy and Privacy-Preserving Worker Selection Scheme for Blockchain-Based Crowdsensing	24
RT3C: Real-Time Crowd Counting in Multi-Scene Video Streams via Cloud-Edge-Device Collaboration	24
A Workflow Scheduling Approach With Modified Fuzzy Adaptive Genetic Algorithm in IaaS Clouds	24
Privacy-Preserving Collaborative Queries in Services Computing Using Multisource Private Data Counting	24
RESERVE: An Energy-Efficient Edge Cloud Architecture for Intelligent Multi-UAV	24
CrossMeta: A Fast and Cheap Cross-Metaverse Interoperability Protocol	24
Evaluation of Opportunistic Service Provisioning with Ordered Chaining	24
Artificial Impostors: An Efficient and Scalable Scheme for Location Privacy Preservation	23
Indirect Revocable KP-ABE With Revocation Undoing Resistance	23
DDPQN: An Efficient DNN Offloading Strategy in Local-Edge-Cloud Collaborative Environments	23
DySR: A Dynamic Graph Neural Network Based Service Bundle Recommendation Model for Mashup Creation	23
A Generic Deep Learning Based Cough Analysis System From Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels	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
Efficient Privacy-Preserving Face Identification Protocol	23
An Efficient Algorithm for Microservice Placement in Cloud-Edge Collaborative Computing Environment	22
KeySea: Keyword-Based Search With Receiver Anonymity in Attribute-Based Searchable Encryption	22
Energy Consumption Scheduling as a Fog Computing Service in Smart Grid	22
Threshold Attribute-Based Credentials With Redactable Signature	22
A Visually Meaningful Image Encryption Scheme Based on Lossless Compression SPIHT Coding	21
Cost-Effective Data Placement in Edge Storage Systems With Erasure Code	21
Cybersecurity in Big Data Era: From Securing Big Data to Data-Driven Security	21
Multi-Layered Continuous Reasoning for Cloud-IoT Application Management	21
Ontology-Based Privacy Data Chain Disclosure Discovery Method for Big Data	21
A Novel Addressing and Routing Architecture for Cloud-Service Datacenter Networks	21
PDLM: Privacy-Preserving Deep Learning Model on Cloud with Multiple Keys	21
Accurate and Reliable Service Recommendation Based on Bilateral Perception in Multi-Access Edge Computing	21
Secure V2V and V2I Communication in Intelligent Transportation Using Cloudlets	21
Energy-minimized Scheduling of Real-time Parallel Workflows on Heterogeneous Distributed Computing Systems	21
A Formal Treatment of Contract Signature	20
MHRR: MOOCs Recommender Service With Meta Hierarchical Reinforced Ranking	20
Cold-Start Next-Item Recommendation by User-Item Matching and Auto-Encoders	20
Efficient Transition Adjacency Relation Computation for Process Model Similarity	20
Multi-criteria performance analysis based on Physics of Decision — Application to COVID-19 and future pandemics	20
Efficient Approximation Algorithms for Scheduling Coflows With Precedence Constraints in Identical Parallel Networks to Minimize Weighted Completion Time	20
Secure Replication-Based Outsourced Computation Using Smart Contracts	20
Priority-Based Selection of Individuals in Memetic Algorithms for Distributed Data-Intensive Web Service Compositions	20
Capturing Request Execution Path for Understanding Service Behavior and Detecting Anomalies Without Code Instrumentation	20
A Monitoring-Free Bitcoin Payment Channel Scheme With Support for Real-Time Settlement	20
Reliable Policy Updating Under Efficient Policy Hidden Fine-Grained Access Control Framework for Cloud Data Sharing	19
TrustPay: A Dual-Layer Blockchain-Based Framework for Trusted Service Transaction	19
Watermarking-Based Secure Plaintext Image Protocols for Storage, Show, Deletion and Retrieval in the Cloud	19
TPPR: A Trust-Based and Privacy-Preserving Platoon Recommendation Scheme in VANET	19
Exploring Dynamic Task Loading in SGX-Based Distributed Computing	19
Generalized Nesterov's Acceleration-Incorporated, Non-Negative and Adaptive Latent Factor Analysis	19
A Secure Satellite-Edge Computing Framework for Collaborative Line Outage Identification in Smart Grid	19
Experimental Evaluation of Rule-Based Autonomic Computing Management Framework for Cloud-Native Applications	19
Fair Task Allocation in Crowdsourced Delivery	19
Next PoI Recommendation Based on Graph Convolutional Networks and Multiple Context-Awareness	19
AoI-Aware Inference Services in Edge Computing via Digital Twin Network Slicing	19
Tree-ORAP: A Tree-Based Oblivious Random-Access Protocol for Privacy-Protected Blockchain	19
Leveraging Consortium Blockchain for Secure Cross-Domain Data Sharing in Supply Chain Networks	19
LSE: Efficient Symmetric Searchable Encryption Based on Labeled PSI	19
A QoS-Aware Clustering Based Multi-Layer Model for Web Service Selection	19
MTDA: Efficient and Fair DPU Offloading Method for Multiple Tenants	19
A Hybrid Many-Objective Optimization Algorithm for Task Offloading and Resource Allocation in Multi-Server Mobile Edge Computing Networks	18
Task Recommendation in Crowdsourcing Based on Learning Preferences and Reliabilities	18
In-Network Computing Empowered Mobile Edge Offloading Architecture for Internet of Things	18
Two-Stream Graph Convolutional Network-Incorporated Latent Feature Analysis	18
Concurrent Request Multiplexing for Cloud Composite Service Reservation	18
FACT: Sealed-Bid Auction With Full Privacy via Threshold Fully Homomorphic Encryption	18
HGDRec:Next POI Recommendation Based on Hypergraph Neural Network and Diffusion Model	18
A Granular SVM-Based Method for Top-N Web Services Recommendation	18
Secure Neighbor Discovery as a Service in the Internet of Ships Environment	18
Privacy-Preserving Reverse Nearest Neighbor Query Over Encrypted Spatial Data	17
A Geography-Based P2P Overlay Network for Fast and Robust Blockchain Systems	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
Latency-Driven Model Placement for Efficient Edge Intelligence Service	17
Web Service Slicing: Intra and Inter-Operational Analysis to Test Changes	17
Offloading Dependent Tasks in Edge Computing With Unknown System-Side Information	17
SmartChain: A Dynamic and Self-Adaptive Sharding Framework for IoT Blockchain	17
Dynamic Multi-Resource Optimization for Storage Acceleration in Cloud Storage Systems	17
A Deep Reinforcement Learning Approach for Composing Moving IoT Services	17
An Efficient and Secure Trading Framework for Shared Charging Service Based on Multiple Consortium Blockchains	17
ET2FA: A Hybrid Heuristic Algorithm for Deadline-constrained Workflow Scheduling in Cloud	16
Detecting Evolving Fraudulent Behavior in Online Payment Services: Open-Category and Concept-Drift	16
An Effective Classification-Based Framework for Predicting Cloud Capacity Demand in Cloud Services	16
Joint Optimization of Coverage and Reliability for Application Placement in Mobile Edge Computing	16
TF-DDRL: A Transformer-Enhanced Distributed DRL Technique for Scheduling IoT Applications in Edge and Cloud Computing Environments	16
Verifiable Semantic-Aware Ranked Keyword Search in Cloud-Assisted Edge Computing	16
Loader: A Log Anomaly Detector Based on Transformer	16
A Learning Automata-Based Scheduling for Deadline Sensitive Task in The Cloud	16
Extracting Reusable Fragments From Data-Centric Process Variants	16
Task Failure Prediction in Cloud Data Centers Using Deep Learning	16
Demand-Driven Deep Reinforcement Learning for Scalable Fog and Service Placement	16
Online Traffic Allocation for Video Service Providers in Cloud-Edge Cooperative Systems	16
Graph-Represented Computation-Intensive Task Scheduling Over Air-Ground Integrated Vehicular Networks	16
Oasis: Online All-Phase Quality-Aware Incentive Mechanism for MCS	16
SHELDB: Client Storage Aware Homomorphic Encrypted Database Processing Framework With Low Communication Overhead	16