IEEE Transactions on Services Computing

Article	Citations
Task Failure Prediction in Cloud Data Centers Using Deep Learning	136
An Attention-Based Spatiotemporal LSTM Network for Next POI Recommendation	120
Demystifying Membership Inference Attacks in Machine Learning as a Service	111
Covering-Based Web Service Quality Prediction via Neighborhood-Aware Matrix Factorization	110
Uncertainty-Aware Online Scheduling for Real-Time Workflows in Cloud Service Environment	102
Enabling Verifiable and Dynamic Ranked Search over Outsourced Data	100
Heterogeneous Computational Resource Allocation for NOMA: Toward Green Mobile Edge-Computing Systems	95
Blockchain Security: A Survey of Techniques and Research Directions	94
Advancing Non-Negative Latent Factorization of Tensors With Diversified Regularization Schemes	93
Outsourcing Service Fair Payment Based on Blockchain and Its Applications in Cloud Computing	89
DisCOV: Distributed COVID-19 Detection on X-Ray Images With Edge-Cloud Collaboration	83
Cybersecurity in Big Data Era: From Securing Big Data to Data-Driven Security	78
Efficient Query of Quality Correlation for Service Composition	78
A Posterior-Neighborhood-Regularized Latent Factor Model for Highly Accurate Web Service QoS Prediction	77
Web Service QoS Prediction via Collaborative Filtering: A Survey	76
Blockchain-Enabled Service Optimizations in Supply Chain Digital Twin	70
Profit Maximization Incentive Mechanism for Resource Providers in Mobile Edge Computing	69
Minimizing the Delay and Cost of Computation Offloading for Vehicular Edge Computing	67
Secure V2V and V2I Communication in Intelligent Transportation Using Cloudlets	66
Distributed Redundant Placement for Microservice-based Applications at the Edge	65
READ: Robustness-Oriented Edge Application Deployment in Edge Computing Environment	64
Mashup Recommendation by Regularizing Matrix Factorization with API Co-Invocations	64
Toward a Smart Cloud: A Review of Fault-Tolerance Methods in Cloud Systems	62
Multiple Attributes QoS Prediction via Deep Neural Model with Contexts	61
Serverless Computing: State-of-the-Art, Challenges and Opportunities	60

Privacy-Preserving Traffic Monitoring with False Report Filtering via Fog-Assisted Vehicular Crowdsensing	59
Load Balancing Algorithms in Fog Computing	56
Generalized Nesterov's Acceleration-Incorporated, Non-Negative and Adaptive Latent Factor Analysis	54
Auction-Based VM Allocation for Deadline-Sensitive Tasks in Distributed Edge Cloud	54
Differential Privacy-Based Location Protection in Spatial Crowdsourcing	54
An Analysis of Public REST Web Service APIs	53
Secure Channel Free Certificate-Based Searchable Encryption Withstanding Outside and Inside Keyword Guessing Attacks	53
BOEW: A Content-Based Image Retrieval Scheme Using Bag-of-Encrypted-Words in Cloud Computing	52
AI-Enabled Secure Microservices in Edge Computing: Opportunities and Challenges	52
A Location-Based Factorization Machine Model for Web Service QoS Prediction	52
Fast and Secure Data Accessing by Using DNA Computing for the Cloud Environment	51
DDPQN: An Efficient DNN Offloading Strategy in Local-Edge-Cloud Collaborative Environments	50
Multi-Value-Independent Ciphertext-Policy Attribute Based Encryption with Fast Keyword Search	50
Delay-Sensitive and Availability-Aware Virtual Network Function Scheduling for NFV	49
Provable Data Possession with Outsourced Data Transfer	48
Resource Aware Routing for Service Function Chains in SDN and NFV-Enabled Network	48
Dynamic Multi-Phrase Ranked Search over Encrypted Data with Symmetric Searchable Encryption	48
Location-Based Web Service QoS Prediction via Preference Propagation to Address Cold Start Problem	47
A Double-Space and Double-Norm Ensembled Latent Factor Model for Highly Accurate Web Service QoS Prediction	47
Demand-Driven Deep Reinforcement Learning for Scalable Fog and Service Placement	47
QoS-Aware Robotic Streaming Workflow Allocation in Cloud Robotics Systems	46
Burst-Aware Predictive Autoscaling for Containerized Microservices	46
A Survey of Proxy Re-Encryption for Secure Data Sharing in Cloud Computing	46
A Survey on Web Service QoS Prediction Methods	46
An Energy Aware Task Scheduling Model Using Ant-Mating Optimization in Fog Computing Environment	46
A Generic Deep Learning Based Cough Analysis System From Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels	45
EHRChain: A Blockchain-Based EHR System Using Attribute-Based and Homomorphic Cryptosystem	45
A Two-Stage Estimation of Distribution Algorithm With Heuristics for Energy-Aware Cloud Workflow Scheduling	45
Similarity-Maintaining Privacy Preservation and Location-Aware Low-Rank Matrix Factorization for QoS Prediction Based Web Service Recommendation	45
PDLM: Privacy-Preserving Deep Learning Model on Cloud with Multiple Keys	44
Privacy Preserving Location-Aware Personalized Web Service Recommendations	44
Cryptographic Solutions for Cloud Storage: Challenges and Research Opportunities	44
Security and Privacy for Healthcare Blockchains	43
A Dynamic Virtual Machine Placement and Migration Scheme for Data Centers	42
Secure Cloud Data Deduplication with Efficient Re-Encryption	41
MedShare: A Privacy-Preserving Medical Data Sharing System by Using Blockchain	40
Joint Computation Offloading and Resource Allocation for D2D-Assisted Mobile Edge Computing	40
Energy-minimized Scheduling of Real-time Parallel Workflows on Heterogeneous Distributed Computing Systems	40
Fair Task Allocation in Crowdsourced Delivery	40
Resource Provisioning and Allocation in Function-as-a-Service Edge-Clouds	39
Evolutionary Multi-Objective Optimization for Web Service Location Allocation Problem	39
Low-Cost Adaptive Monitoring Techniques for the Internet of Things	38
Value Entropy: A Systematic Evaluation Model of Service Ecosystem Evolution	37
Computation Offloading in MIMO Based Mobile Edge Computing Systems Under Perfect and Imperfect CSI Estimation	37
Joint Computation Partitioning and Resource Allocation for Latency Sensitive Applications in Mobile Edge Clouds	37
A Semi-Centralized Trust Management Model Based on Blockchain for Data Exchange in IoT System	37
Backdoor Attacks Against Transfer Learning With Pre-Trained Deep Learning Models	37
Constrained App Data Caching Over Edge Server Graphs in Edge Computing Environment	37
Temporal Task Scheduling of Multiple Delay-Constrained Applications in Green Hybrid Cloud	36
Model-Based Big Data Analytics-as-a-Service: Take Big Data to the Next Level	36

FedCrowd: A Federated and Privacy-Preserving Crowdsourcing Platform on Blockchain	36
TPPR: A Trust-Based and Privacy-Preserving Platoon Recommendation Scheme in VANET	36
Computation Offloading With Instantaneous Load Billing for Mobile Edge Computing	35
Multiple Cooperative Task Allocation in Group-Oriented Social Mobile Crowdsensing	35
Multi-Scale LSTM Model for BGP Anomaly Classification	35
Improving the Schedulability of Real-Time Tasks Using Fog Computing	35
Availability Evaluation of Multi-Tenant Service Function Chaining Infrastructures by Multidimensional Universal Generating Function	35
How COVID-19 Information Spread in U.S.? The Role of Twitter as Early Indicator of Epidemics	34
Practical Multi-Keyword and Boolean Search Over Encrypted E-mail in Cloud Server	34
An Availability Analysis Approach for Deployment Configurations of Containers	34
Multi-Objective Service Composition in Uncertain Environments	33
Prime Inner Product Encoding for Effective Wildcard-Based Multi-Keyword Fuzzy Search	33
SEPDP: Secure and Efficient Privacy Preserving Provable Data Possession in Cloud Storage	31
Lightweight Privacy-Preserving Medical Diagnosis in Edge Computing	31
Efficient Verification of Edge Data Integrity in Edge Computing Environment	31
A Classification Based Web Service Selection Approach	31
Energy-Aware Cloud Workflow Applications Scheduling With Geo-Distributed Data	30
Achieving Searchable Encryption Scheme With Search Pattern Hidden	30
Efficient Attribute Based Server-Aided Verification Signature	30
An Efficient Online Computation Offloading Approach for Large-Scale Mobile Edge Computing via Deep Reinforcement Learning	30
Delay-Optimized Multicast Tree Packing in Software-Defined Networks	30
Towards Green Service Composition Approach in the Cloud	30
Microservices: Migration of a Mission Critical System	29
Novel Secure Outsourcing of Modular Inversion for Arbitrary and Variable Modulus	29
Cloud-Based Outsourcing for Enabling Privacy-Preserving Large-Scale Non-Negative Matrix Factorization	29
On Cyber Risk Management of Blockchain Networks: A Game Theoretic Approach	29
DP-LTOD: Differential Privacy Latent Trajectory Community Discovering Services over Location-Based Social Networks	29
Deep Learning for Predictive Business Process Monitoring: Review and Benchmark	29
A Comparative Measurement Study of Deep Learning as a Service Framework	28
Achieving One-Round Password-Based Authenticated Key Exchange over Lattices	28
A Distributed Truthful Auction Mechanism for Task Allocation in Mobile Cloud Computing	28
Microservices Monitoring with Event Logs and Black Box Execution Tracing	27
epcAware: A Game-Based, Energy, Performance and Cost-Efficient Resource Management Technique for Multi-Access Edge Computing	27
DOPIV: Post-Quantum Secure Identity-Based Data Outsourcing with Public Integrity Verification in Cloud Storage	27
Privacy-Preserving Fast Three-Factor Authentication and Key Agreement for IoT-Based E-Health Systems	27
A Secure Searchable Encryption Framework for Privacy-Critical Cloud Storage Services	27
Tracking GDPR Compliance in Cloud-Based Service Delivery	27
An On-Line Virtual Machine Consolidation Strategy for Dual Improvement in Performance and Energy Conservation of Server Clusters in Cloud Data Centers	27
Mashup-Oriented Web API Recommendation via Multi-Model Fusion and Multi-Task Learning	27
EliMFS: Achieving Efficient, Leakage-Resilient, and Multi-Keyword Fuzzy Search on Encrypted Cloud Data	26
Scheduling Real-Time Security Aware Tasks in Fog Networks	26
A Game-Based Price Bidding Algorithm for Multi-Attribute Cloud Resource Provision	26
Two-Tier Matching Game in Small Cell Networks for Mobile Edge Computing	25
Joint Information Freshness and Completion Time Optimization for Vehicular Networks	25
A Multi-View Deep Learning Approach for Predictive Business Process Monitoring	25
Data Caching Optimization in the Edge Computing Environment	25
Integrated AHP-IOWA, POWA Framework for Ideal Cloud Provider Selection and Optimum Resource Management	25
A Blockchain-Based Cross-Domain and Autonomous Access Control Scheme for Internet of Things	25
VFIRM: Verifiable Fine-Grained Encrypted Image Retrieval in Multi-Owner Multi-User Settings	25
Dynamic Trust Enforcing Pricing Scheme for Sensors-as-a-Service in Sensor-Cloud Infrastructure	24
Secure Outsourced Attribute-Based Sharing Framework for Lightweight Devices in Smart Health Systems	24
A Lightweight Auditing Service for Shared Data with Secure User Revocation in Cloud Storage	24
Context-Aware and Adaptive QoS Prediction for Mobile Edge Computing Services	24
RL-ABE: A Revocable Lattice Attribute Based Encryption Scheme Based on R-LWE Problem in Cloud Storage	24
MAGNETIC: Multi-Agent Machine Learning-Based Approach for Energy Efficient Dynamic Consolidation in Data Centers	24
Practical Attribute-Based Multi-Keyword Ranked Search Scheme in Cloud Computing	23
Quality and Profit Assured Trusted Cloud Federation Formation: Game Theory Based Approach	23
KeySea: Keyword-Based Search With Receiver Anonymity in Attribute-Based Searchable Encryption	23
A Hybrid Fault-Tolerant Scheduling for Deadline-Constrained Tasks in Cloud Systems	23
Multi-Agent Reinforcement Learning Aided Computation Offloading in Aerial Computing for the Internet-of-Things	23
A Topic-Sensitive Method for Mashup Tag Recommendation Utilizing Multi-Relational Service Data	23
Pocket Diagnosis: Secure Federated Learning Against Poisoning Attack in the Cloud	23
Achieving Efficient and Privacy-Preserving Multi-Domain Big Data Deduplication in Cloud	23
Privacy-Preserving Diverse Keyword Search and Online Pre-Diagnosis in Cloud Computing	22
Dynamic User Allocation in Stochastic Mobile Edge Computing Systems	22
Joint Deep Networks Based Multi-Source Feature Learning for QoS Prediction	22
Comments on “SEPDP: Secure and Efficient Privacy Preserving Provable Data Possession in Cloud Storage”	22
A Cooperative Coevolution Hyper-Heuristic Framework for Workflow Scheduling Problem	22
A Learning Automata-Based Scheduling for Deadline Sensitive Task in The Cloud	22
Hierarchical Scheduling Mechanisms in Multi-Level Fog Computing	22
Scheduling Workflows With Composite Tasks: A Nested Particle Swarm Optimization Approach	22
An Effective Classification-Based Framework for Predicting Cloud Capacity Demand in Cloud Services	22
A Delegatable Attribute Based Encryption Scheme for a Collaborative E-Health Cloud	21
Fine-Grained Elastic Partitioning for Distributed DNN Towards Mobile Web AR Services in the 5G Era	21
Energy Utilization Task Scheduling for MapReduce in Heterogeneous Clusters	21
A Novel GSP Auction Mechanism for Dynamic Confirmation Games on Bitcoin Transactions	21
Delay-Optimal Scheduling of VMs in a Queueing Cloud Computing System with Heterogeneous Workloads	21
Blockchain-Based Transparent Integrity Auditing and Encrypted Deduplication for Cloud Storage	21
Delta Debugging Microservice Systems with Parallel Optimization	21
Real-Time Detection and Mitigation of LDoS Attacks in the SDN Using the HGB-FP Algorithm	21

HAP: A Hybrid QoS Prediction Approach in Cloud Manufacturing Combining Local Collaborative Filtering and Global Case-Based Reasoning	21
Evaluation Goals for Online Process Mining: A Concept Drift Perspective	21
Specification and Automated Analysis of Inter-Parameter Dependencies in Web APIs	20
Server-Aided Fine-Grained Access Control Mechanism with Robust Revocation in Cloud Computing	20
Dynamic Proof of Data Possession and Replication With Tree Sharing and Batch Verification in the Cloud	20
Resource Management for Latency-Sensitive IoT Applications With Satisfiability	20
An Online Orchestration Mechanism for General-Purpose Edge Computing	20
Learning User Preference from Heterogeneous Information for Store-Type Recommendation	20
LA-LMRBF: Online and Long-Term Web Service QoS Forecasting	20
Mobility-Aware IoT Application Placement in the Cloud – Edge Continuum	20
Multi-Dimension Convolutional Neural Network for Bug Localization	19
Privacy-Preserving Spatio-Temporal Keyword Search for Outsourced Location-Based Services	19
A Deep Reinforcement Learning Approach for Composing Moving IoT Services	19
Multi-Perspective Trust Management Framework for Crowdsourced IoT Services	19
Secure Hot Path Crowdsourcing With Local Differential Privacy Under Fog Computing Architecture	19
Defending N-Version Programming Service Components against Co-Resident Attacks in IoT Cloud Systems	19
Efficient Encrypted Data Search With Expressive Queries and Flexible Update	19
Prediction of Cloud Resources Demand Based on Hierarchical Pythagorean Fuzzy Deep Neural Network	19
Secure Data Group Sharing and Dissemination with Attribute and Time Conditions in Public Cloud	19
Composing Energy Services in a Crowdsourced IoT Environment	18
Variation-Aware Cloud Service Selection via Collaborative QoS Prediction	18
Service Home Identification of Multiple-Source IoT Applications in Edge Computing	18
A Blockchain Framework in Post-Quantum Decentralization	18
QoS-Aware Cloud Resource Prediction for Computing Services	18
ESync: Accelerating Intra-Domain Federated Learning in Heterogeneous Data Centers	18
Enabling Probabilistic Differential Privacy Protection for Location Recommendations	18
A Self-Adaptive Service Discovery Model for Smart Cities	18
Achieve Efficient and Verifiable Conjunctive and Fuzzy Queries over Encrypted Data in Cloud	17
A Momentum-Accelerated Hessian-Vector-Based Latent Factor Analysis Model	17
Enabling Fast Public Auditing and Data Dynamics in Cloud Services	17
Delegated Authorization Framework for EHR Services Using Attribute-Based Encryption	17
Two-Level Stackelberg Game for IoT Computational Resource Trading Mechanism: A Smart Contract Approach	17
Incentive Mechanism Design for Truth Discovery in Crowdsourcing With Copiers	17
Temporal Knowledge Graph Embedding for Effective Service Recommendation	17
Locally Private High-Dimensional Crowdsourced Data Release Based on Copula Functions	17
GASF-IPP: Detection and Mitigation of LDoS Attack in SDN	17
Ultra Lightweight Multiple-Time Digital Signature for the Internet of Things Devices	17
Attribute-Based Encryption Scheme for Secure Multi-Group Data Sharing in Cloud	17
A Truthful Double Auction Mechanism for Multi-Resource Allocation in Crowd Sensing Systems	16
Development of Collaborative Business Processes: A Correctness Enforcement Approach	16
MP-Coopetition: Competitive and Cooperative Mechanism for Multiple Platforms in Mobile Crowd Sensing	16
An Edge Storage Acceleration Service for Collaborative Mobile Devices	16
Ranked Keyword Search over Encrypted Cloud Data Through Machine Learning Method	16
Optimizing Energy Efficiency for Data Center via Parameterized Deep Reinforcement Learning	16
Efficient Container Assignment and Layer Sequencing in Edge Computing	16
Efficient and Anonymous Authentication for Healthcare Service With Cloud Based WBANs	16
Elastic Resource Provisioning Using Data Clustering in Cloud Service Platform	16
Achieving Practical Symmetric Searchable Encryption With Search Pattern Privacy Over Cloud	16
Value-Based Analysis Framework of Crossover Service: A Case Study of New Retail in China	16
FogSpot: Spot Pricing for Application Provisioning in Edge/Fog Computing	15
Drone-as-a-Service Composition Under Uncertainty	15
A Lightweight Model-Based Evolutionary Consensus Protocol in Blockchain as a Service for IoT	15
Fairness-Aware Mechanism for Load Balancing in Distributed Systems	15
QoS-Aware Dynamic Cost Management Scheme for Sensors-as-a-Service	15
FAST: A Forecasting Model With Adaptive Sliding Window and Time Locality Integration for Dynamic Cloud Workloads	15
Edge-Assisted Public Key Homomorphic Encryption for Preserving Privacy in Mobile Crowdsensing	15
Collaborative Agent Communities for Resilient Service Composition in Mobile Environments	14
Hyperparameter Learning for Deep Learning-Based Recommender Systems	14
Attribute-Based Expressive and Ranked Keyword Search Over Encrypted Documents in Cloud Computing	14
Toward Intelligent Surveillance as an Edge Network Service (iSENSE) Using Lightweight Detection and Tracking Algorithms	14
User Preference-Based Hierarchical Offloading for Collaborative Cloud-Edge Computing	14
Semantics Mining&Indexing-Based Rapid Web Services Discovery Framework	14
Short-Term QoS Forecasting at the Edge for Reliable Service Applications	14
VRFMS: Verifiable Ranked Fuzzy Multi-keyword Search over Encrypted Data	14
From SOA to VOA: A Shift in Understanding the Operation and Evolution of Service Ecosystem	14
Auction-Based Resource Allocation Mechanism in Federated Cloud Environment: TARA	14
Self-Adaptive Root Cause Diagnosis for Large-Scale Microservice Architecture	14
Privacy-Preserving and Reliable Decentralized Federated Learning	14
Genetic Programming for Dynamic Workflow Scheduling in Fog Computing	14
Brain: Log Parsing With Bidirectional Parallel Tree	14
A Missing QoS Prediction Approach via Time-Aware Collaborative Filtering	14
Coordinating Workload Scheduling of Geo-Distributed Data Centers and Electricity Generation of Smart Grid	14
START: Straggler Prediction and Mitigation for Cloud Computing Environments using Encoder LSTM Networks	14
TrustWorker: A Trustworthy and Privacy-Preserving Worker Selection Scheme for Blockchain-Based Crowdsensing	14
Inference Attack-Resistant E-Healthcare Cloud System with Fine-Grained Access Control	14
Test-Oriented RESTful Service Discovery with Semantic Interface Compatibility	14
Cost-Effective Data Placement in Edge Storage Systems With Erasure Code	13
Fog Computing Service Provision Using Bargaining Solutions	13
Optimizing Data Center Energy Efficiency via Event-Driven Deep Reinforcement Learning	13
Trading off Between Multi-Tenancy and Interference: A Service User Allocation Game	13
A Workflow Scheduling Approach With Modified Fuzzy Adaptive Genetic Algorithm in IaaS Clouds	13
QoS-Aware Dispersed Dynamic Mapping of Virtual Sensors in Sensor-Cloud	13
A Decentralized Approach for Resource Discovery using Metadata Replication in Edge Networks	13
Privacy-Preserving QoS Forecasting in Mobile Edge Environments	13
Analysis and Controlling of Manufacturing Service Ecosystem: A Research Framework Based on the Parallel System Theory	13
Resource Trading in Edge Computing-Enabled IoV: An Efficient Futures-Based Approach	13
ECFA: An Efficient Convergent Firefly Algorithm for Solving Task Scheduling Problems in Cloud-Edge Computing	12
CAHPHF: Context-Aware Hierarchical QoS Prediction With Hybrid Filtering	12
Resource Provision and Allocation Based on Microeconomic Theory in Mobile Edge Computing	12
A Low-Cost Cross-Border Payment System Based on Auditable Cryptocurrency With Consortium Blockchain: Joint Digital Currency	12
Task Recommendation in Crowdsourcing Based on Learning Preferences and Reliabilities	12
Reliable Policy Updating Under Efficient Policy Hidden Fine-Grained Access Control Framework for Cloud Data Sharing	12
A High Availability Management Model Based on VM Significance Ranking and Resource Estimation for Cloud Applications	12
Two-Stream Graph Convolutional Network-Incorporated Latent Feature Analysis	12
Fair Outsourcing Polynomial Computation Based on the Blockchain	12