IEEE Transactions on Services Computing

Article	Citations
Cost-aware Resource Recommendation for DAG-based Big Data Workflows: An Apache Spark Case Study	171
Scheduling Multi-Server Jobs With Sublinear Regrets via Online Learning	155
Proactive Recommendation of Composite Services in Multi-Access Edge Computing	148
Towards Effective Resource Procurement in MEC: A Resource Re-Selling Framework	145
PPFilter: Provider Privacy-Aware Encrypted Filtering System	124
Efficient Privacy-Preserving Multi-Dimensional Range Query for Cloud-Assisted Ehealth Systems	117
Delay-Prioritized and Reliable Task Scheduling With Long-Term Load Balancing in Computing Power Networks	116
Effective Graph Modeling and Contrastive Learning for Time-Aware QoS Prediction	111
RDRM: Real-Time Dynamic Replica Management With Joint Optimization for Edge Computing	110
Holistic Root Cause Analysis for Failures in Cloud-Native Systems Through Observability Data	107
Coda: Runtime Detection of Application-Layer CPU-Exhaustion DoS Attacks in Containers	106
Weighted Adversarial Learning From Crowds	104
Dynamic Cluster-Based Flow Management for Software Defined Networks	95
Cloud-Based Charging Management of Heterogeneous Electric Vehicles in a Network of Charging Stations: Price Incentive Versus Capacity Expansion	91
NBSync: Parallelism of Local Computing and Global Synchronization for Fast Distributed Machine Learning in WANs	89
Scalable Large Model for Unlabeled Anomaly Detection With Trio-Attention U-Transformer and Manifold-Learning Siamese Discriminator	87
Non-Interactive Multi-Client Searchable Symmetric Encryption With Small Client Storage	86
M-DAFTO: Multi-Stage Deferred Acceptance Based Fair Task Offloading in IoT-Fog Systems	85
Paramart: Parallel Resource Allocation Based on Blockchain Sharding for Edge-Cloud Services	83
Modeling and Empirical Validation of Reliability and Performance Trade-Offs of Dynamic Routing in Service- and Cloud-Based Architectures	83
RASK: Range Spatial Keyword Queries on Massive Encrypted Geo-Textual Data	77
QPause: Quantum-Resistant Password-Protected Data Outsourcing for Cloud Storage	76
Attribute-Based Expressive and Ranked Keyword Search Over Encrypted Documents in Cloud Computing	76
Secure and Verifiable Outsourcing of Large-Scale Nonnegative Matrix Factorization (NMF)	74
Constrained App Data Caching Over Edge Server Graphs in Edge Computing Environment	73

Maximum Entropy Policy for Long-Term Fairness in Interactive Recommender Systems	68
An Energy Aware Task Scheduling Model Using Ant-Mating Optimization in Fog Computing Environment	66
Task Allocation With Geography-Context-Capacity Awareness in Distributed Burstable Billing Edge-Cloud Systems	66
2021 Reviewers List	65
DeFedGCN: Privacy-Preserving Decentralized Federated GCN for Recommender System	64
An Efficient Replication-Based Aggregation Verification and Correctness Assurance Scheme for Federated Learning	64
Joint Optimization of Request Assignment and Computing Resource Allocation in Multi-Access Edge Computing	64
Availability and Reliability of Core Networks (4G/5G) From a Deployment Standpoint	63
Deep Reinforcement Learning for Scheduling Applications in Serverless and Serverful Hybrid Computing Environments	63
Privacy-Preserving Convolutional Neural Network Classification Scheme With Multiple Keys	62
FREB: Participant Selection in Federated Learning with Reputation Evaluation and Blockchain	62
A Survey of Proxy Re-Encryption for Secure Data Sharing in Cloud Computing	61
In-Flight Energy-Driven Composition of Drone Swarm Services	61
Efficient and Privacy-Preserving Spatial-Feature-Based Reverse kNN Query	60
Dynamic Trust Enforcing Pricing Scheme for Sensors-as-a-Service in Sensor-Cloud Infrastructure	59
Reputation Bootstrapping for Composite Services Using CP-Nets	57
Delegatable Order-Revealing Encryption for Reliable Cross-Database Query	57
MSCCL: a Framework for Enhancing Mashup Service Clustering with Contrastive Learning	56
Optimizing Energy Efficiency for Data Center via Parameterized Deep Reinforcement Learning	56
Incentive Mechanism for Mobile Crowdsensing with Two-Stage Stackelberg Game	56
Resource Provisioning and Allocation in Function-as-a-Service Edge-Clouds	56
Scheduling Workflows With Composite Tasks: A Nested Particle Swarm Optimization Approach	55
SaaSC: Toward Pay-as-You-Go Mode for Software Service Transactions Based on Blockchain's Smart Legal Contracts	53
EHRChain: A Blockchain-Based EHR System Using Attribute-Based and Homomorphic Cryptosystem	53
Differential Privacy-Based Location Protection in Spatial Crowdsourcing	52
Federated Distributed Deep Reinforcement Learning for Recommendation-Enabled Edge Caching	51
Exploring Smart Contract Recommendation: Towards Efficient Blockchain Development	50
Detecting Web Attacks From HTTP Weblogs Using Variational LSTM Autoencoder Deviation Network	50
Microservices: Migration of a Mission Critical System	50
VPFLI: Verifiable Privacy-Preserving Federated Learning With Irregular Users Based on Single Server	48
Guest Editor's Introduction: Special Section on Edge AI as a Service	48
Energy-Aware Service Function Chaining Embedding in NFV Networks	48
Deep Reinforcement Learning for Containerized Edge Intelligence Inference Request Processing in IoT Edge Computing	48
MADRL-Based Order Dispatching in MoD Systems With Bipartite Graph Splitting	48
A Blockchain System for QoS Monitoring in Decentralized Edge Computing	46
Freshness-Aware Incentive Mechanism for Mobile Crowdsensing With Budget Constraint	45
An Efficient Privacy-Preserving Ranked Multi-Keyword Retrieval for Multiple Data Owners in Outsourced Cloud	45
FaaSDeliver: Cost-Efficient and QoS-Aware Function Delivery in Computing Continuum	45
TREAT: Temporal and Relational Attention-Based Tensor Representation Learning for Ethereum Phishing Users	44
A Semantically Rich Framework to Automate Cloud Service Level Agreements	43
FlowValve+: Multi-Queue Packet Scheduling Framework on SoC-Based SmartNICs	43
Privacy Cost Optimization of Smart Meters Using URLLC and Demand Side Energy Trading	42
GraphIoT: Lightweight IoT Device Detection Based on Graph Classifiers and Incremental Learning	42
Joint Scheduling of Overlapping MapReduce Phases: Pair Jobs for Optimization	42
ESync: Accelerating Intra-Domain Federated Learning in Heterogeneous Data Centers	40
Secure Updatable Storage Access Control System for EHRs in the Cloud	39
Semantically Rich Framework to Automate Cyber Insurance Services	39
Joint Task Offloading, Resource Allocation and Model Placement for AI as a Service in 6G Network	39
Automated Probe Life-Cycle Management for Monitoring-As-a-Service	39
2024 Reviewers List*	39

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

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