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 2021-06-01 to 2025-06-01.)

Article	Citations
Cost-aware Resource Recommendation for DAG-based Big Data Workflows: An Apache Spark Case Study	171
Scheduling Multi-Server Jobs With Sublinear Regrets via Online Learning	155
Proactive Recommendation of Composite Services in Multi-Access Edge Computing	148
Towards Effective Resource Procurement in MEC: A Resource Re-Selling Framework	145
PPFilter: Provider Privacy-Aware Encrypted Filtering System	124
Efficient Privacy-Preserving Multi-Dimensional Range Query for Cloud-Assisted Ehealth Systems	117
Delay-Prioritized and Reliable Task Scheduling With Long-Term Load Balancing in Computing Power Networks	116
Effective Graph Modeling and Contrastive Learning for Time-Aware QoS Prediction	111
RDRM: Real-Time Dynamic Replica Management With Joint Optimization for Edge Computing	110
Holistic Root Cause Analysis for Failures in Cloud-Native Systems Through Observability Data	107
Coda: Runtime Detection of Application-Layer CPU-Exhaustion DoS Attacks in Containers	106
Weighted Adversarial Learning From Crowds	104
Dynamic Cluster-Based Flow Management for Software Defined Networks	95
Cloud-Based Charging Management of Heterogeneous Electric Vehicles in a Network of Charging Stations: Price Incentive Versus Capacity Expansion	91
NBSync: Parallelism of Local Computing and Global Synchronization for Fast Distributed Machine Learning in WANs	89
Scalable Large Model for Unlabeled Anomaly Detection With Trio-Attention U-Transformer and Manifold-Learning Siamese Discriminator	87
Non-Interactive Multi-Client Searchable Symmetric Encryption With Small Client Storage	86
M-DAFTO: Multi-Stage Deferred Acceptance Based Fair Task Offloading in IoT-Fog Systems	85
Paramart: Parallel Resource Allocation Based on Blockchain Sharding for Edge-Cloud Services	83
Modeling and Empirical Validation of Reliability and Performance Trade-Offs of Dynamic Routing in Service- and Cloud-Based Architectures	83
RASK: Range Spatial Keyword Queries on Massive Encrypted Geo-Textual Data	77
QPause: Quantum-Resistant Password-Protected Data Outsourcing for Cloud Storage	76
Attribute-Based Expressive and Ranked Keyword Search Over Encrypted Documents in Cloud Computing	76
Secure and Verifiable Outsourcing of Large-Scale Nonnegative Matrix Factorization (NMF)	74
Constrained App Data Caching Over Edge Server Graphs in Edge Computing Environment	73

Maximum Entropy Policy for Long-Term Fairness in Interactive Recommender Systems	68
An Energy Aware Task Scheduling Model Using Ant-Mating Optimization in Fog Computing Environment	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	64
Joint Optimization of Request Assignment and Computing Resource Allocation in Multi-Access Edge Computing	64
DeFedGCN: Privacy-Preserving Decentralized Federated GCN for Recommender System	64
Availability and Reliability of Core Networks (4G/5G) From a Deployment Standpoint	63
Deep Reinforcement Learning for Scheduling Applications in Serverless and Serverful Hybrid Computing Environments	63
FREB: Participant Selection in Federated Learning with Reputation Evaluation and Blockchain	62
Privacy-Preserving Convolutional Neural Network Classification Scheme With Multiple Keys	62
In-Flight Energy-Driven Composition of Drone Swarm Services	61
A Survey of Proxy Re-Encryption for Secure Data Sharing in Cloud Computing	61
Efficient and Privacy-Preserving Spatial-Feature-Based Reverse kNN Query	60
Dynamic Trust Enforcing Pricing Scheme for Sensors-as-a-Service in Sensor-Cloud Infrastructure	59
Delegatable Order-Revealing Encryption for Reliable Cross-Database Query	57
Reputation Bootstrapping for Composite Services Using CP-Nets	57
MSCCL: a Framework for Enhancing Mashup Service Clustering with Contrastive Learning	56
Optimizing Energy Efficiency for Data Center via Parameterized Deep Reinforcement Learning	56
Incentive Mechanism for Mobile Crowdsensing with Two-Stage Stackelberg Game	56
Resource Provisioning and Allocation in Function-as-a-Service Edge-Clouds	56
Scheduling Workflows With Composite Tasks: A Nested Particle Swarm Optimization Approach	55
SaaSC: Toward Pay-as-You-Go Mode for Software Service Transactions Based on Blockchain's Smart Legal Contracts	53
EHRChain: A Blockchain-Based EHR System Using Attribute-Based and Homomorphic Cryptosystem	53
Differential Privacy-Based Location Protection in Spatial Crowdsourcing	52
Federated Distributed Deep Reinforcement Learning for Recommendation-Enabled Edge Caching	51