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 2022-08-01 to 2026-08-01.)

Article	Citations
A Load-Aware Energy-Efficient Clustering Algorithm in Sensor-Cloud	62
ICSMPC: Design of an Iterative-Learning Contextual Side Chaining Model for Improving Security of Priority-Aware Cloud Resources	60
An Effective Prediction of Resource Using Machine Learning in Edge Environments for the Smart Healthcare Industry	47
Placement Combination between Heterogeneous Services and Heterogeneous Capacitated Servers in Edge Computing	41
Cloud–Edge Collaborative Object Detection and Semantic Segmentation in Intelligent Transportation Systems	37
Exploring the Synergy of Blockchain, IoT, and Edge Computing in Smart Traffic Management across Urban Landscapes	37
Optimizing Computation Offloading in IoV Environments: A Hybrid Learning Automata and Deep Recurrent Q-Network Approach	37
Adversarial Attacks on Visual Objects Using the Fast Gradient Sign Method	34
Edge Computing Empowered Smart Healthcare: Monitoring and Diagnosis with Deep Learning Methods	33
Healthcare and Fitness Services: A Comprehensive Assessment of Blockchain, IoT, and Edge Computing in Smart Cities	30
Optimizing Accounting Informatization through Simultaneous Multi-Tasking across Edge and Cloud Devices using Hybrid Machine Learning Models	28
Proximal Policy Optimization for Vehicular Big Data Offloading Across Edge, Regional, and Cloud Layers	28
Mayfly Taylor Optimization-Based Graph Attention Network for Task Scheduling in Edge Computing	26
Energy-Constrained DAG Scheduling on Edge and Cloud Servers with Overlapped Communication and Computation	26
A Federated Framework for Edge Computing Devices with Collaborative Fairness and Adversarial Robustness	26
Energy-Efficient and Load-Aware VM Placement in Cloud Data Centers	26
A Market-based Framework for Resource Management in Cloud Federation	26
Enhancing Machine Learning-Based Autoscaling for Cloud Resource Orchestration	25
Blockchain Assisted Cloud Security and Privacy Preservation using Hybridized Encryption and Deep Learning Mechanism in IoT-Healthcare Application	25
Signature-based Adaptive Cloud Resource Usage Prediction Using Machine Learning and Anomaly Detection	24
Anti-Attack Intrusion Detection Model Based on MPNN and Traffic Spatiotemporal Characteristics	24
Decentralized AI-Based Task Distribution on Blockchain for Cloud Industrial Internet of Things	24
SLA-based Multi-dimensional Trust Model for Fog Computing Environments	24
Adaptive Resource Scheduling in Multi-Cloud Computing Using Recurrent Neural Forecasting and Memory-Based Metaheuristic Optimization	23
Assessing the Complexity of Cloud Pricing Policies: A Comparative Market Analysis	22

Deep Learning-Based Multi-Domain Framework for End-to-End Services in 5G Networks	22
Interfering Spatiotemporal Features and Causes of Bus Bunching using Empirical GPS Trajectory Data	21
Novel Transformation Deep Learning Model for Electrocardiogram Classification and Arrhythmia Detection using Edge Computing	21
Deep Reinforcement Learning and Markov Decision Problem for Task Offloading in Mobile Edge Computing	20
AI-Driven Task Scheduling Strategy with Blockchain Integration for Edge Computing	20
Correction: Enabling Configurable Workflows in Smart Environments with Knowledge-based Process Fragment Reuse	19
Multi-Agent Systems for Collaborative Inference Based on Deep Policy Q-Inference Network	19
Smart Financial Investor’s Risk Prediction System Using Mobile Edge Computing	18
A Heuristic Deep Q Learning for Offloading in Edge Devices in 5 g Networks	18
An Intelligent Framework for Oversubscription Management in CPU-GPU Unified Memory	18
Correction: An Improved Heat Transfer Relation-based Optimization Algorithm for Energy-Efficient Internet of Things’ Resource Allocation	17
MacroCarbon: A CVaR-Constrained Grid Resource Broker for Agentic LLM DAG Workflows on Geo-Distributed Heterogeneous Computing Grids	17
Cognitive Computing Continuum: State-of-the-Art Review and ENACT Vision & Approach	17
A Hybrid Scheduling for Multi-Objective Optimization using Prediction Approach	16
A Novel Levy Walk-based Framework for Scheduling Power-intensive Mobile Edge Computing Tasks	16
Plaintext Related Optical Image Hybrid Encryption Based on Fractional Fourier Transform and Generalized Chaos of Multiple Controlling Parameters	16
Analysis of Mobile Communication Network Architecture Based on SDN	16
On-Chain and Off-Chain Data Management for Blockchain-Internet of Things: A Multi-Agent Deep Reinforcement Learning Approach	15
An Efficient Mobile Edge Computing based Resource Allocation using Optimal Double Weighted Support Vector Transfer Regression	15
Machine Learning Method with Applications in Hardware Security of Post-Quantum Cryptography	15
Markovian with Federated Deep Recurrent Neural Network for Edge—IoMT to Improve Healthcare in Smart Cities	15
New Improved Multi-Objective Gorilla Troops Algorithm for Dependent Tasks Offloading problem in Multi-Access Edge Computing	14
Efficient Data Offloading Using Markovian Decision on State Reward Action in Edge Computing	14
Event-Driven Neuromorphic-Inspired Task Offloading for Energy-Efficient Edge-IoT Systems	14
Adaptive Scheduling Framework of Streaming Applications based on Resource Demand Prediction with Hybrid Algorithms	14
Fuzzy Reinforcement Learning Algorithm for Efficient Task Scheduling in Fog-Cloud IoT-Based Systems	14
KubeIntellect: A Modular LLM-Orchestrated Agent Framework for End-to-End Kubernetes Management	14
A Quasi-Oppositional Learning-based Fox Optimizer for QoS-aware Web Service Composition in Mobile Edge Computing	14
Optimizing Resource Consumption and Reducing Power Usage in Data Centers, A Novel Mathematical VM Replacement Model and Efficient Algorithm	14
Joint Task Offloading Based on Distributed Deep Reinforcement Learning-Based Genetic Optimization Algorithm for Internet of Vehicles	13
Optimizing Workflow Offloading and Migration under Timed Constraints in Fog and Cloud Computing	13
VRRT–DCM: Low–Latency Edge–Cloud Sensor Analytics for Real–Time Violin Performance under 6G–Inspired Architectures	13
Hybrid Fuzzy Neural Network for Joint Task Offloading in the Internet of Vehicles	13
Deep Learning Based Entropy Controlled Optimization for the Detection of Covid-19	13
Cost-Aware Scheduling and Data Skew Alleviation for Big Data Processing in Heterogeneous Cloud Environment	13
Joint Task Dispatching and Bandwidth Allocation with Hard Deadlines in Distributed Serverless Edge Computing Systems	13
A Combined Approach of PUF and Physiological Data for Mutual Authentication and Key Agreement in WMSN	13
DEEPBIN: Deep Learning Based Garbage Classification for Households Using Sustainable Natural Technologies	13
On the Performance of Geospatial Services Deployment: An Experimental Benchmark Analysis	12
Network-Aware Optimization for Efficient Data Placement in Geo-Distributed Cloud Systems	12
Adaptive Terrain Spider UWB Following Delivery Robot Based on Spring Suspension and Edge Computing	12
Integration of a Lightweight Customized 2D CNN Model to an Edge Computing System for Real-Time Multiple Gesture Recognition	12
An IoT-based Covid-19 Healthcare Monitoring and Prediction Using Deep Learning Methods	12
A Blockchain-Based Architecture for Trust in Collaborative Scientific Experimentation	12
Adaptive Resource Allocation for Cloud-native Microservice via Meta-learning and Hyper-heuristic Algorithms	12
K-AGRUED: A Container Autoscaling Technique for Cloud-based Web Applications in Kubernetes Using Attention-based GRU Encoder-Decoder	11
A Self-Adaptive Runtime for Data-Intensive Graph Analytics in Geo-Distributed Cloud–Edge Systems	11
Cerebrum: A Proactive Federated Learning Framework for Multi-Objective Edge Workflow Scheduling	11
DRL-based and Bsld-Aware Job Scheduling for Apache Spark Cluster in Hybrid Cloud Computing Environments	10
A Real-Time Partition Generation Mechanism for Data Skew Mitigation in Spark Computing Environment	10

Resource Utilization Based on Hybrid WOA-LOA Optimization with Credit Based Resource Aware Load Balancing and Scheduling Algorithm for Cloud Computing	10
A Federated Deep Reinforcement Learning-based Low-power Caching Strategy for Cloud-edge Collaboration	10
Energy-Aware and Mobility-Driven Computation Offloading in MEC	10
Smart Caching in a Data Lake for High Energy Physics Analysis	10
Contract-based Cooperative Computation and Communication Resources Sharing in Mobile Edge Computing	10
Performance Evaluation of Hybrid Cloud-Fog Computing Architectures in Smart Home IoT Environments: A Comparative Simulation Study Across Multiple Tools	10
3D Lidar Target Detection Method at the Edge for the Cloud Continuum	9
Improving Dynamic Placement of Virtual Machines in Cloud Data Centers Based on Open-Source Development Model Algorithm	9
A Lightweight Trajectory Aware Application Placement in IoT-Fog-Cloud Environment	9
Smart City Transportation: A VANET Edge Computing Model to Minimize Latency and Delay Utilizing 5G Network	9
LightCam: Lightweight Secure Collaborative Learning and Resource-Aware Aggregation in Camera Networks	9
Building a Performance Efficient Core Banking System Based on the Microservices Architecture	9
An Efficient Hybrid Scheduling Framework for Optimal Workload Execution in Federated Clouds to Maintain Performance SLAs	9
Secure Authentication and Reliable Cloud Storage Scheme for IoT-Edge-Cloud Integration	9
An Authentication-Based Secure Data Aggregation Method in Internet of Things	9
Secure Computation Offloading Using Enhanced Genetic Algorithm for Ocean IoT	9
CJSpector: A Novel Cryptojacking Detection Method Using Hardware Trace and Deep Learning	9
Adaptive Multi-Objective Virtual Machine Consolidation for Energy-Efficient Cloud Data Centers	8
EQGSA-DPW: A Quantum-GSA Algorithm-Based Data Placement for Scientific Workflow in Cloud Computing Environment	8
An Integrated Deep Learning Prediction Approach for Efficient Modelling of Host Load Patterns in Cloud Computing	8
QUANTUM Based Latency and Cost Aware Task Scheduling in a Multi-Cloud Environment	8
Resource Allocation Using Deep Deterministic Policy Gradient-Based Federated Learning for Multi-Access Edge Computing	8
A Cost-Efficient Workflow as a Service Broker Using On-demand and Spot Instances	8
Power Modeling for Energy-Efficient Resource Management in a Cloud Data Center	8
Intelligent Function Scheduling for Serverless Architectures using Proximal Policy Optimization	8
A Novel Approach to Cloud Resource Management: Hybrid Machine Learning and Task Scheduling	8
Computing Resources Scalability Performance Analysis in Cloud Computing Data Center	8
Employing RNN and Petri Nets to Secure Edge Computing Threats in Smart Cities	8
MapReduce with Deep Learning Framework for Student Health Monitoring System using IoT Technology for Big Data	8
Pod Scheduling and Proactive Resource Management in an Edge Cluster using MCDM and Federated Learning	7
Federated-Learning-based Decision Support for Industrial Internet of Things (IIoT)-based Printed Circuit Board Assembly Process	7
Dueling Double Deep Q Network Strategy in MEC for Smart Internet of Vehicles Edge Computing Networks	7
DPark: Decentralized Smart Private-Parking System using Blockchains	7
Energy-aware Scheduling Algorithm for Microservices in Kubernetes Clouds	7
GQAT-Net: A Calibrated Attention Model for Failure Prediction in Large-Scale Distributed Systems	7
The Goodness of Nesting Containers in Virtual Machines for Server Consolidation	7
Resource-Efficient and Quality-Aware Virtual Machine Consolidation Method	7
OTM: An Efficient Task Management and Offloading Scheme Using Proximity-Based Clustering, Fuzzy Logic, and Optimization in Edge-Cloud IoT Systems	7
Parking Cooperation-Based Mobile Edge Computing Using Task Offloading Strategy	7
AI and Blockchain Assisted Framework for Offloading and Resource Allocation in Fog Computing	6
A Novel Edge-Inspired Depth Quality Evaluation Network for RGB-D Salient Object Detection	6
CMSV: a New Cloud Multi-Agents for Self-Driving Vehicles as a Services	6
A Probabilistic Deadline-aware Application Offloading in a Multi-Queueing Fog System: A Max Entropy Framework	6
Mining Skyline Patterns from Big Data Environments based on a Spark Framework	6
Reinforcement Learning in Few-Shot Scenarios: A Survey	6
Data-Driven Adaptive Prediction of Cloud Resource Usage	6
HRNN: Hypergraph Recurrent Neural Network for Network Intrusion Detection	6
Data Security Aware and Effective Task Offloading Strategy in Mobile Edge Computing	6
Cyber Physical System for Distributed Network Using DoS Based Hierarchical Bayesian Network	6
Fog Computing Tasks Management Based on Federated Reinforcement Learning	6
CMK: Enhancing Resource Usage Monitoring across Diverse Bioinformatics Workflow Management Systems	6
Image Fuzzy Edge Information Segmentation Based on Computer Vision and Machine Learning	6
HyperGAC: Information Entropy-Driven Resource Allocation for Cloud-Edge-End Computing	6
Multi-Population Cooperative Elite Algorithm for Efficient Computation Offloading in Mobile Edge Computing	6
Preservation of Sensitive Data Using Multi-Level Blockchain-based Secured Framework for Edge Network Devices	6
A Flawless QoS Aware Task Offloading in IoT Driven Edge Computing System using Chebyshev Based Sand Cat Swarm Optimization	6
Closed-Form Dynamic Localization Algorithm in Distributed Edge Computing Systems with Inaccuracies Edge Nodes	6
A Package-Aware Approach for Function Scheduling in Serverless Computing Environments	6
Multicriteria-based Resource-Aware Scheduling in Mobile Crowd Computing: A Heuristic Approach	6