OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Services Computing is 52. 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 2021-09-01 to 2025-09-01.)

Article	Citations
Cost-aware Resource Recommendation for DAG-based Big Data Workflows: An Apache Spark Case Study	185
Towards Effective Resource Procurement in MEC: A Resource Re-Selling Framework	177
PPFilter: Provider Privacy-Aware Encrypted Filtering System	160
Effective Graph Modeling and Contrastive Learning for Time-Aware QoS Prediction	154
RDRM: Real-Time Dynamic Replica Management With Joint Optimization for Edge Computing	133
Scheduling Multi-Server Jobs With Sublinear Regrets via Online Learning	126
M-DAFTO: Multi-Stage Deferred Acceptance Based Fair Task Offloading in IoT-Fog Systems	119
Attribute-Based Expressive and Ranked Keyword Search Over Encrypted Documents in Cloud Computing	118
Dynamic Cluster-Based Flow Management for Software Defined Networks	116
RASK: Range Spatial Keyword Queries on Massive Encrypted Geo-Textual Data	114
QPause: Quantum-Resistant Password-Protected Data Outsourcing for Cloud Storage	108
SNN-IoT: Efficient Partitioning and Enabling of Deep Spiking Neural Networks in IoT Services	98
NBSync: Parallelism of Local Computing and Global Synchronization for Fast Distributed Machine Learning in WANs	98
Efficient Privacy-Preserving Multi-Dimensional Range Query for Cloud-Assisted Ehealth Systems	94
Secure and Verifiable Outsourcing of Large-Scale Nonnegative Matrix Factorization (NMF)	92
Proactive Recommendation of Composite Services in Multi-Access Edge Computing	90
Delay-Prioritized and Reliable Task Scheduling With Long-Term Load Balancing in Computing Power Networks	90
Maximizing NFT Incentives: References Make You Rich	89
Weighted Adversarial Learning From Crowds	87
Maximum Entropy Policy for Long-Term Fairness in Interactive Recommender Systems	83
Paramart: Parallel Resource Allocation Based on Blockchain Sharding for Edge-Cloud Services	81
Constrained App Data Caching Over Edge Server Graphs in Edge Computing Environment	79
Cloud-Based Charging Management of Heterogeneous Electric Vehicles in a Network of Charging Stations: Price Incentive Versus Capacity Expansion	79
Optimizing Blockchain Shard Allocations Service: A Multi-Objective Evolutionary Perspective	78
KeAD: Knowledge-enhanced Graph Attention Network for Accurate Anomaly Detection	71

A Blockchain-Based Cross-Domain Data Transmission Scheme for Industrial Internet of Things with Edge-Cloud Computing	69
Enhancing Game Policy Optimization in Mobile Crowdsourcing: A Reinforcement Learning Approach	69
Coda: Runtime Detection of Application-Layer CPU-Exhaustion DoS Attacks in Containers	68
Scalable Large Model for Unlabeled Anomaly Detection With Trio-Attention U-Transformer and Manifold-Learning Siamese Discriminator	67
Non-Interactive Multi-Client Searchable Symmetric Encryption With Small Client Storage	67
An Energy Aware Task Scheduling Model Using Ant-Mating Optimization in Fog Computing Environment	67
Modeling and Empirical Validation of Reliability and Performance Trade-Offs of Dynamic Routing in Service- and Cloud-Based Architectures	67
Holistic Root Cause Analysis for Failures in Cloud-Native Systems Through Observability Data	66
Task Allocation With Geography-Context-Capacity Awareness in Distributed Burstable Billing Edge-Cloud Systems	66
2021 Reviewers List	65
An Efficient Replication-Based Aggregation Verification and Correctness Assurance Scheme for Federated Learning	63
DeFedGCN: Privacy-Preserving Decentralized Federated GCN for Recommender System	61
Deep Reinforcement Learning for Scheduling Applications in Serverless and Serverful Hybrid Computing Environments	60
Privacy-Preserving Convolutional Neural Network Classification Scheme With Multiple Keys	60
Availability and Reliability of Core Networks (4G/5G) From a Deployment Standpoint	60
Dynamic Trust Enforcing Pricing Scheme for Sensors-as-a-Service in Sensor-Cloud Infrastructure	58
FREB: Participant Selection in Federated Learning with Reputation Evaluation and Blockchain	58
Efficient and Privacy-Preserving Spatial-Feature-Based Reverse kNN Query	58
Optimizing Energy Efficiency for Data Center via Parameterized Deep Reinforcement Learning	57
SaaSC: Toward Pay-as-You-Go Mode for Software Service Transactions Based on Blockchain's Smart Legal Contracts	57
Joint Optimization of Request Assignment and Computing Resource Allocation in Multi-Access Edge Computing	55
Detecting Web Attacks From HTTP Weblogs Using Variational LSTM Autoencoder Deviation Network	55
Reputation Bootstrapping for Composite Services Using CP-Nets	54
A Survey of Proxy Re-Encryption for Secure Data Sharing in Cloud Computing	52
MSCCL: A Framework for Enhancing Mashup Service Clustering With Contrastive Learning	52
Incentive Mechanism for Mobile Crowdsensing with Two-Stage Stackelberg Game	52
Delegatable Order-Revealing Encryption for Reliable Cross-Database Query	52