OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Services Computing is 50. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-05-01 to 2025-05-01.)

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
Weighted Adversarial Learning From Crowds	85
Maximum Entropy Policy for Long-Term Fairness in Interactive Recommender Systems	85
Dynamic Cluster-Based Flow Management for Software Defined Networks	84
NBSync: Parallelism of Local Computing and Global Synchronization for Fast Distributed Machine Learning in WANs	78
Cloud-Based Charging Management of Heterogeneous Electric Vehicles in a Network of Charging Stations: Price Incentive Versus Capacity Expansion	78
Non-Interactive Multi-Client Searchable Symmetric Encryption With Small Client Storage	76
Scalable Large Model for Unlabeled Anomaly Detection With Trio-Attention U-Transformer and Manifold-Learning Siamese Discriminator	76
Constrained App Data Caching Over Edge Server Graphs in Edge Computing Environment	74
Secure and Verifiable Outsourcing of Large-Scale Nonnegative Matrix Factorization (NMF)	73
M-DAFTO: Multi-Stage Deferred Acceptance Based Fair Task Offloading in IoT-Fog Systems	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
An Efficient Replication-Based Aggregation Verification and Correctness Assurance Scheme for Federated Learning	62
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
DeFedGCN: Privacy-Preserving Decentralized Federated GCN for Recommender System	61
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
EHRChain: A Blockchain-Based EHR System Using Attribute-Based and Homomorphic Cryptosystem	59
Efficient Query of Quality Correlation for Service Composition	59
Energy-Aware Service Function Chaining Embedding in NFV Networks	59
Differential Privacy-Based Location Protection in Spatial Crowdsourcing	57
Incentive Mechanism for Mobile Crowdsensing with Two-Stage Stackelberg Game	56
Exploring Smart Contract Recommendation: Towards Efficient Blockchain Development	56
Privacy-Preserving Convolutional Neural Network Classification Scheme With Multiple Keys	56
A Survey of Proxy Re-Encryption for Secure Data Sharing in Cloud Computing	55
Deep Reinforcement Learning for Containerized Edge Intelligence Inference Request Processing in IoT Edge Computing	54
Efficient and Privacy-Preserving Spatial-Feature-Based Reverse kNN Query	54
Quality and Profit Assured Trusted Cloud Federation Formation: Game Theory Based Approach	53
Delegatable Order-Revealing Encryption for Reliable Cross-Database Query	50
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