OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Services Computing is 48. 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 2022-06-01 to 2026-06-01.)

Article	Citations
Weighted Adversarial Learning From Crowds	219
Optimizing Blockchain Shard Allocations Service: A Multi-Objective Evolutionary Perspective	167
ESR-MHFL: Edge Server Reallocation for Multi-Hierarchical Federated Learning	161
Scheduling Multi-Server Jobs With Sublinear Regrets via Online Learning	144
QPause: Quantum-Resistant Password-Protected Data Outsourcing for Cloud Storage	139
RASK: Range Spatial Keyword Queries on Massive Encrypted Geo-Textual Data	121
DALAD: Unsupervised Detection of Global and Local Anomalies in Microservice Systems	117
Enhancing Game Policy Optimization in Mobile Crowdsourcing: A Reinforcement Learning Approach	110
Cross-F$^{2}$SCIL: A Federated Few-Shot Class Incremental Learning Method for Cross Mobile Edge Network Environments	106
DynaEDI+: Reliable and Decentralized Integrity Verification for Dynamic Edge Data	99
Towards Effective Resource Procurement in MEC: A Resource Re-Selling Framework	91
NBSync: Parallelism of Local Computing and Global Synchronization for Fast Distributed Machine Learning in WANs	89
Uncertainty-Aware Multimodal Anomaly Detection for Microservice Systems with Active Learning	85
RDRM: Real-Time Dynamic Replica Management With Joint Optimization for Edge Computing	84
Privacy-Preserving and Verifiable Federated Learning Framework for Biometric Authentication at the Edge	82
M-DAFTO: Multi-Stage Deferred Acceptance Based Fair Task Offloading in IoT-Fog Systems	82
Effective Graph Modeling and Contrastive Learning for Time-Aware QoS Prediction	80
Proactive Recommendation of Composite Services in Multi-Access Edge Computing	80
ESAChain: A Blockchain-Based Efficient Service Authentication Framework for Secure Metaverse Service Interactions	73
A Consumption-Generation Driven Deep Embedding Framework for Next Activity Prediction	72
Non-Interactive Multi-Client Searchable Symmetric Encryption With Small Client Storage	72
Location Privacy Protection Method Based on Local Differential Privacy in Crowdsensing With Approximately Accurate Task Allocation	72
Efficient Privacy-Preserving Multi-Dimensional Range Query for Cloud-Assisted Ehealth Systems	71
Modeling and Empirical Validation of Reliability and Performance Trade-Offs of Dynamic Routing in Service- and Cloud-Based Architectures	69
Maximizing NFT Incentives: References Make You Rich	67

Attribute-Based Expressive and Ranked Keyword Search Over Encrypted Documents in Cloud Computing	65
Paramart: Parallel Resource Allocation Based on Blockchain Sharding for Edge-Cloud Services	63
Distributed Bandit-Based Cooperative Coevolution for Large-Scale Multi-Objective Data Publishing	63
Constrained App Data Caching Over Edge Server Graphs in Edge Computing Environment	62
Maximum Entropy Policy for Long-Term Fairness in Interactive Recommender Systems	62
SNN-IoT: Efficient Partitioning and Enabling of Deep Spiking Neural Networks in IoT Services	61
Scalable Large Model for Unlabeled Anomaly Detection With Trio-Attention U-Transformer and Manifold-Learning Siamese Discriminator	58
KeAD: Knowledge-enhanced Graph Attention Network for Accurate Anomaly Detection	57
A Blockchain-Based Cross-Domain Data Transmission Scheme for Industrial Internet of Things With Edge-Cloud Computing	56
Holistic Root Cause Analysis for Failures in Cloud-Native Systems Through Observability Data	56
An Energy Aware Task Scheduling Model Using Ant-Mating Optimization in Fog Computing Environment	56
Delay-Prioritized and Reliable Task Scheduling With Long-Term Load Balancing in Computing Power Networks	54
Task Allocation With Geography-Context-Capacity Awareness in Distributed Burstable Billing Edge-Cloud Systems	54
Deep Reinforcement Learning for Containerized Edge Intelligence Inference Request Processing in IoT Edge Computing	53
Error Correction Aware Dependent Task Offloading in Satellite Edge Computing	52
EHRChain: A Blockchain-Based EHR System Using Attribute-Based and Homomorphic Cryptosystem	52
Resource Provisioning and Allocation in Function-as-a-Service Edge-Clouds	52
Efficient and Privacy-Preserving Spatial-Feature-Based Reverse kNN Query	50
A Survey of Proxy Re-Encryption for Secure Data Sharing in Cloud Computing	50
MSCCL: A Framework for Enhancing Mashup Service Clustering With Contrastive Learning	50
Joint Optimization of Request Assignment and Computing Resource Allocation in Multi-Access Edge Computing	49
FREB: Participant Selection in Federated Learning with Reputation Evaluation and Blockchain	48
Privacy-Preserving Convolutional Neural Network Classification Scheme With Multiple Keys	48