OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Services Computing is 51. 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 2021-08-01 to 2025-08-01.)

Article	Citations
Cost-aware Resource Recommendation for DAG-based Big Data Workflows: An Apache Spark Case Study	180
Towards Effective Resource Procurement in MEC: A Resource Re-Selling Framework	168
PPFilter: Provider Privacy-Aware Encrypted Filtering System	156
Effective Graph Modeling and Contrastive Learning for Time-Aware QoS Prediction	152
RDRM: Real-Time Dynamic Replica Management With Joint Optimization for Edge Computing	130
Holistic Root Cause Analysis for Failures in Cloud-Native Systems Through Observability Data	123
Coda: Runtime Detection of Application-Layer CPU-Exhaustion DoS Attacks in Containers	118
Constrained App Data Caching Over Edge Server Graphs in Edge Computing Environment	117
Scheduling Multi-Server Jobs With Sublinear Regrets via Online Learning	112
M-DAFTO: Multi-Stage Deferred Acceptance Based Fair Task Offloading in IoT-Fog Systems	108
Weighted Adversarial Learning From Crowds	107
Paramart: Parallel Resource Allocation Based on Blockchain Sharding for Edge-Cloud Services	96
Attribute-Based Expressive and Ranked Keyword Search Over Encrypted Documents in Cloud Computing	93
Dynamic Cluster-Based Flow Management for Software Defined Networks	92
Scalable Large Model for Unlabeled Anomaly Detection With Trio-Attention U-Transformer and Manifold-Learning Siamese Discriminator	92
Non-Interactive Multi-Client Searchable Symmetric Encryption With Small Client Storage	90
Modeling and Empirical Validation of Reliability and Performance Trade-Offs of Dynamic Routing in Service- and Cloud-Based Architectures	87
Maximizing NFT Incentives: References Make You Rich	86
RASK: Range Spatial Keyword Queries on Massive Encrypted Geo-Textual Data	86
Secure and Verifiable Outsourcing of Large-Scale Nonnegative Matrix Factorization (NMF)	82
Proactive Recommendation of Composite Services in Multi-Access Edge Computing	79
Delay-Prioritized and Reliable Task Scheduling With Long-Term Load Balancing in Computing Power Networks	78
Cloud-Based Charging Management of Heterogeneous Electric Vehicles in a Network of Charging Stations: Price Incentive Versus Capacity Expansion	77
KeAD: Knowledge-enhanced Graph Attention Network for Accurate Anomaly Detection	75
An Energy Aware Task Scheduling Model Using Ant-Mating Optimization in Fog Computing Environment	70

SNN-IoT: Efficient Partitioning and Enabling of Deep Spiking Neural Networks in IoT Services	69
Enhancing Game Policy Optimization in Mobile Crowdsourcing: A Reinforcement Learning Approach	69
QPause: Quantum-Resistant Password-Protected Data Outsourcing for Cloud Storage	67
Maximum Entropy Policy for Long-Term Fairness in Interactive Recommender Systems	66
Efficient Privacy-Preserving Multi-Dimensional Range Query for Cloud-Assisted Ehealth Systems	66
NBSync: Parallelism of Local Computing and Global Synchronization for Fast Distributed Machine Learning in WANs	66
Task Allocation With Geography-Context-Capacity Awareness in Distributed Burstable Billing Edge-Cloud Systems	65
2021 Reviewers List	64
An Efficient Replication-Based Aggregation Verification and Correctness Assurance Scheme for Federated Learning	63
Deep Reinforcement Learning for Scheduling Applications in Serverless and Serverful Hybrid Computing Environments	62
DeFedGCN: Privacy-Preserving Decentralized Federated GCN for Recommender System	62
Availability and Reliability of Core Networks (4G/5G) From a Deployment Standpoint	61
Dynamic Trust Enforcing Pricing Scheme for Sensors-as-a-Service in Sensor-Cloud Infrastructure	60
FREB: Participant Selection in Federated Learning with Reputation Evaluation and Blockchain	60
Privacy-Preserving Convolutional Neural Network Classification Scheme With Multiple Keys	60
Federated Distributed Deep Reinforcement Learning for Recommendation-Enabled Edge Caching	58
Efficient and Privacy-Preserving Spatial-Feature-Based Reverse kNN Query	58
Reputation Bootstrapping for Composite Services Using CP-Nets	57
MSCCL: A Framework for Enhancing Mashup Service Clustering With Contrastive Learning	57
Delegatable Order-Revealing Encryption for Reliable Cross-Database Query	57
Differential Privacy-Based Location Protection in Spatial Crowdsourcing	52
In-Flight Energy-Driven Composition of Drone Swarm Services	52
Scheduling Workflows With Composite Tasks: A Nested Particle Swarm Optimization Approach	52
Exploring Smart Contract Recommendation: Towards Efficient Blockchain Development	52
Energy-Aware Service Function Chaining Embedding in NFV Networks	51
Detecting Web Attacks From HTTP Weblogs Using Variational LSTM Autoencoder Deviation Network	51
EHRChain: A Blockchain-Based EHR System Using Attribute-Based and Homomorphic Cryptosystem	51