OOIR: Observatory of International Research

Papers

(The median citation count of Journal of Grid Computing is 6. 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 2022-01-01 to 2026-01-01.)

Article	Citations
A Load-Aware Energy-Efficient Clustering Algorithm in Sensor-Cloud	58
ICSMPC: Design of an Iterative-Learning Contextual Side Chaining Model for Improving Security of Priority-Aware Cloud Resources	51
Software License Consolidation and Resource Optimization in Container-based Virtualized Data Centers	46
Healthcare and Fitness Services: A Comprehensive Assessment of Blockchain, IoT, and Edge Computing in Smart Cities	40
An Effective Prediction of Resource Using Machine Learning in Edge Environments for the Smart Healthcare Industry	40
Placement Combination between Heterogeneous Services and Heterogeneous Capacitated Servers in Edge Computing	38
Exploring the Synergy of Blockchain, IoT, and Edge Computing in Smart Traffic Management across Urban Landscapes	33
Edge Computing Empowered Smart Healthcare: Monitoring and Diagnosis with Deep Learning Methods	29
Adversarial Attacks on Visual Objects Using the Fast Gradient Sign Method	29
Optimizing Accounting Informatization through Simultaneous Multi-Tasking across Edge and Cloud Devices using Hybrid Machine Learning Models	25
Proximal Policy Optimization for Vehicular Big Data Offloading Across Edge, Regional, and Cloud Layers	24
Energy-Efficient and Load-Aware VM Placement in Cloud Data Centers	24
A Market-based Framework for Resource Management in Cloud Federation	23
Energy-Constrained DAG Scheduling on Edge and Cloud Servers with Overlapped Communication and Computation	23
Mayfly Taylor Optimization-Based Graph Attention Network for Task Scheduling in Edge Computing	22
A Federated Framework for Edge Computing Devices with Collaborative Fairness and Adversarial Robustness	21
Enhancing Machine Learning-Based Autoscaling for Cloud Resource Orchestration	20
Blockchain Assisted Cloud Security and Privacy Preservation using Hybridized Encryption and Deep Learning Mechanism in IoT-Healthcare Application	20
Signature-based Adaptive Cloud Resource Usage Prediction Using Machine Learning and Anomaly Detection	19
SLA-based Multi-dimensional Trust Model for Fog Computing Environments	19
Anti-Attack Intrusion Detection Model Based on MPNN and Traffic Spatiotemporal Characteristics	19
Decentralized AI-Based Task Distribution on Blockchain for Cloud Industrial Internet of Things	18
Adaptive Resource Scheduling in Multi-Cloud Computing Using Recurrent Neural Forecasting and Memory-Based Metaheuristic Optimization	18
AI-Driven Task Scheduling Strategy with Blockchain Integration for Edge Computing	17
Interfering Spatiotemporal Features and Causes of Bus Bunching using Empirical GPS Trajectory Data	17

Conformance-oriented Predictive Process Monitoring in BPaaS Based on Combination of Neural Networks	17
Deep Learning-Based Multi-Domain Framework for End-to-End Services in 5G Networks	17
Novel Transformation Deep Learning Model for Electrocardiogram Classification and Arrhythmia Detection using Edge Computing	16
Assessing the Complexity of Cloud Pricing Policies: A Comparative Market Analysis	16
Multi-Agent Systems for Collaborative Inference Based on Deep Policy Q-Inference Network	16
Deep Reinforcement Learning and Markov Decision Problem for Task Offloading in Mobile Edge Computing	16
An Adaptive Hierarchical Concatenated Network With A Robust Loss Function For Image Denoising	15
Smart Financial Investor’s Risk Prediction System Using Mobile Edge Computing	15
Correction: Enabling Configurable Workflows in Smart Environments with Knowledge-based Process Fragment Reuse	15
A Formal Approach for the Identification of Authorization Policy Conflicts within Multi-Cloud Environments	14
A QoS-Aware IoT Service Placement Mechanism in Fog Computing Based on Open-Source Development Model	13
Analysis of Mobile Communication Network Architecture Based on SDN	13
EPMA: Elastic Platform for Microservices-based Applications: Towards Optimal Resource Elasticity	13
Cognitive Computing Continuum: State-of-the-Art Review and ENACT Vision & Approach	13
Plaintext Related Optical Image Hybrid Encryption Based on Fractional Fourier Transform and Generalized Chaos of Multiple Controlling Parameters	13
A Hybrid Scheduling for Multi-Objective Optimization using Prediction Approach	13
A Heuristic Deep Q Learning for Offloading in Edge Devices in 5 g Networks	13
An Intelligent Framework for Oversubscription Management in CPU-GPU Unified Memory	13
Stochastic Demands Oriented General Resource Scheduling With Burstable Resources	13
A Novel Levy Walk-based Framework for Scheduling Power-intensive Mobile Edge Computing Tasks	12
On-Chain and Off-Chain Data Management for Blockchain-Internet of Things: A Multi-Agent Deep Reinforcement Learning Approach	12
A Secure IoT Applications Allocation Framework for Integrated Fog-Cloud Environment	12
An Efficient Mobile Edge Computing based Resource Allocation using Optimal Double Weighted Support Vector Transfer Regression	12
New Improved Multi-Objective Gorilla Troops Algorithm for Dependent Tasks Offloading problem in Multi-Access Edge Computing	11
Markovian with Federated Deep Recurrent Neural Network for Edge—IoMT to Improve Healthcare in Smart Cities	11
Efficient Data Offloading Using Markovian Decision on State Reward Action in Edge Computing	11
Optimizing Resource Consumption and Reducing Power Usage in Data Centers, A Novel Mathematical VM Replacement Model and Efficient Algorithm	11
Fuzzy Reinforcement Learning Algorithm for Efficient Task Scheduling in Fog-Cloud IoT-Based Systems	11
Machine Learning Method with Applications in Hardware Security of Post-Quantum Cryptography	11
Joint Task Offloading Based on Distributed Deep Reinforcement Learning-Based Genetic Optimization Algorithm for Internet of Vehicles	10
Deep Learning Based Entropy Controlled Optimization for the Detection of Covid-19	10
Cost-Aware Scheduling and Data Skew Alleviation for Big Data Processing in Heterogeneous Cloud Environment	10
Dim Target Detection Method Based on Deep Learning in Complex Traffic Environment	10
Collaborative Cloud-Edge-End Task Offloading in NOMA-Enabled Mobile Edge Computing Using Deep Learning	10
Joint Task Dispatching and Bandwidth Allocation with Hard Deadlines in Distributed Serverless Edge Computing Systems	10
Optimizing Workflow Offloading and Migration under Timed Constraints in Fog and Cloud Computing	10
Adaptive Scheduling Framework of Streaming Applications based on Resource Demand Prediction with Hybrid Algorithms	10
A Quasi-Oppositional Learning-based Fox Optimizer for QoS-aware Web Service Composition in Mobile Edge Computing	10
A Combined Approach of PUF and Physiological Data for Mutual Authentication and Key Agreement in WMSN	10
Hybrid Fuzzy Neural Network for Joint Task Offloading in the Internet of Vehicles	10
Cerebrum: A Proactive Federated Learning Framework for Multi-Objective Edge Workflow Scheduling	9
A Self-Adaptive Intrusion Detection System for Securing UAV-to-UAV Communications Based on the Human Immune System in UAV Networks	9
A Blockchain-Based Architecture for Trust in Collaborative Scientific Experimentation	9
Network-Aware Optimization for Efficient Data Placement in Geo-Distributed Cloud Systems	9
K-AGRUED: A Container Autoscaling Technique for Cloud-based Web Applications in Kubernetes Using Attention-based GRU Encoder-Decoder	9
DEEPBIN: Deep Learning Based Garbage Classification for Households Using Sustainable Natural Technologies	9
An IoT-based Covid-19 Healthcare Monitoring and Prediction Using Deep Learning Methods	9
Adaptive Resource Allocation for Cloud-native Microservice via Meta-learning and Hyper-heuristic Algorithms	9
Integration of a Lightweight Customized 2D CNN Model to an Edge Computing System for Real-Time Multiple Gesture Recognition	9
Adaptive Terrain Spider UWB Following Delivery Robot Based on Spring Suspension and Edge Computing	9

On the Performance of Geospatial Services Deployment: An Experimental Benchmark Analysis	9
Smart Caching in a Data Lake for High Energy Physics Analysis	8
Performance Evaluation of Hybrid Cloud-Fog Computing Architectures in Smart Home IoT Environments: A Comparative Simulation Study Across Multiple Tools	8
3D Lidar Target Detection Method at the Edge for the Cloud Continuum	8
Workload Time Series Cumulative Prediction Mechanism for Cloud Resources Using Neural Machine Translation Technique	8
Secure Authentication and Reliable Cloud Storage Scheme for IoT-Edge-Cloud Integration	8
Contract-based Cooperative Computation and Communication Resources Sharing in Mobile Edge Computing	8
A Real-Time Partition Generation Mechanism for Data Skew Mitigation in Spark Computing Environment	8
CJSpector: A Novel Cryptojacking Detection Method Using Hardware Trace and Deep Learning	8
Energy-Aware and Mobility-Driven Computation Offloading in MEC	8
Resource Utilization Based on Hybrid WOA-LOA Optimization with Credit Based Resource Aware Load Balancing and Scheduling Algorithm for Cloud Computing	8
A Federated Deep Reinforcement Learning-based Low-power Caching Strategy for Cloud-edge Collaboration	8
DRL-based and Bsld-Aware Job Scheduling for Apache Spark Cluster in Hybrid Cloud Computing Environments	8
Secure Computation Offloading Using Enhanced Genetic Algorithm for Ocean IoT	8
An Efficient Hybrid Scheduling Framework for Optimal Workload Execution in Federated Clouds to Maintain Performance SLAs	7
Resource Allocation Using Deep Deterministic Policy Gradient-Based Federated Learning for Multi-Access Edge Computing	7
A Lightweight Trajectory Aware Application Placement in IoT-Fog-Cloud Environment	7
An Authentication-Based Secure Data Aggregation Method in Internet of Things	7
Building a Performance Efficient Core Banking System Based on the Microservices Architecture	7
An Integrated Deep Learning Prediction Approach for Efficient Modelling of Host Load Patterns in Cloud Computing	7
Improving Dynamic Placement of Virtual Machines in Cloud Data Centers Based on Open-Source Development Model Algorithm	7
A Cost-Efficient Workflow as a Service Broker Using On-demand and Spot Instances	7
EQGSA-DPW: A Quantum-GSA Algorithm-Based Data Placement for Scientific Workflow in Cloud Computing Environment	7
Power Modeling for Energy-Efficient Resource Management in a Cloud Data Center	7
Smart City Transportation: A VANET Edge Computing Model to Minimize Latency and Delay Utilizing 5G Network	7
Computing Resources Scalability Performance Analysis in Cloud Computing Data Center	7
Employing RNN and Petri Nets to Secure Edge Computing Threats in Smart Cities	6
MapReduce with Deep Learning Framework for Student Health Monitoring System using IoT Technology for Big Data	6
Federated-Learning-based Decision Support for Industrial Internet of Things (IIoT)-based Printed Circuit Board Assembly Process	6
DPark: Decentralized Smart Private-Parking System using Blockchains	6
HRNN: Hypergraph Recurrent Neural Network for Network Intrusion Detection	6
IoT Based Virtual E-Learning System for Sustainable Development of Smart Cities	6
A Novel Approach to Cloud Resource Management: Hybrid Machine Learning and Task Scheduling	6
Parking Cooperation-Based Mobile Edge Computing Using Task Offloading Strategy	6
OTM: An Efficient Task Management and Offloading Scheme Using Proximity-Based Clustering, Fuzzy Logic, and Optimization in Edge-Cloud IoT Systems	6
Dueling Double Deep Q Network Strategy in MEC for Smart Internet of Vehicles Edge Computing Networks	6
Resource-Efficient and Quality-Aware Virtual Machine Consolidation Method	6
Adaptive Multi-Objective Virtual Machine Consolidation for Energy-Efficient Cloud Data Centers	6
Energy-aware Scheduling Algorithm for Microservices in Kubernetes Clouds	6
Pod Scheduling and Proactive Resource Management in an Edge Cluster using MCDM and Federated Learning	6
The Goodness of Nesting Containers in Virtual Machines for Server Consolidation	6
GQAT-Net: A Calibrated Attention Model for Failure Prediction in Large-Scale Distributed Systems	6