OOIR: Observatory of International Research

Papers

(The median citation count of Journal of Grid Computing is 4. 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
A Correlation Based Recommendation System for Large Data Sets	52
ICSMPC: Design of an Iterative-Learning Contextual Side Chaining Model for Improving Security of Priority-Aware Cloud Resources	50
An Effective Prediction of Resource Using Machine Learning in Edge Environments for the Smart Healthcare Industry	49
A Load-Aware Energy-Efficient Clustering Algorithm in Sensor-Cloud	41
Software License Consolidation and Resource Optimization in Container-based Virtualized Data Centers	41
Edge Computing Empowered Smart Healthcare: Monitoring and Diagnosis with Deep Learning Methods	33
Enhancing the Reuse of Scientific Experiments for Agricultural Software Ecosystems	33
Adversarial Attacks on Visual Objects Using the Fast Gradient Sign Method	31
Healthcare and Fitness Services: A Comprehensive Assessment of Blockchain, IoT, and Edge Computing in Smart Cities	30
Exploring the Synergy of Blockchain, IoT, and Edge Computing in Smart Traffic Management across Urban Landscapes	28
Placement Combination between Heterogeneous Services and Heterogeneous Capacitated Servers in Edge Computing	27
Energy-Efficient and Load-Aware VM Placement in Cloud Data Centers	26
Optimizing Accounting Informatization through Simultaneous Multi-Tasking across Edge and Cloud Devices using Hybrid Machine Learning Models	25
Energy-Constrained DAG Scheduling on Edge and Cloud Servers with Overlapped Communication and Computation	22
Mayfly Taylor Optimization-Based Graph Attention Network for Task Scheduling in Edge Computing	21
A Federated Framework for Edge Computing Devices with Collaborative Fairness and Adversarial Robustness	21
Computing Offloading Strategy Using Improved Genetic Algorithm in Mobile Edge Computing System	19
Enhancing Machine Learning-Based Autoscaling for Cloud Resource Orchestration	19
A Market-based Framework for Resource Management in Cloud Federation	18
Blockchain Assisted Cloud Security and Privacy Preservation using Hybridized Encryption and Deep Learning Mechanism in IoT-Healthcare Application	17
A Review of Machine Learning Network in Human Motion Biomechanics	17
Decentralized AI-Based Task Distribution on Blockchain for Cloud Industrial Internet of Things	16
Signature-based Adaptive Cloud Resource Usage Prediction Using Machine Learning and Anomaly Detection	16
Conformance-oriented Predictive Process Monitoring in BPaaS Based on Combination of Neural Networks	15
SLA-based Multi-dimensional Trust Model for Fog Computing Environments	15

Deep Learning-Based Multi-Domain Framework for End-to-End Services in 5G Networks	15
Anti-Attack Intrusion Detection Model Based on MPNN and Traffic Spatiotemporal Characteristics	15
Multi-Agent Systems for Collaborative Inference Based on Deep Policy Q-Inference Network	14
Assessing the Complexity of Cloud Pricing Policies: A Comparative Market Analysis	14
Interfering Spatiotemporal Features and Causes of Bus Bunching using Empirical GPS Trajectory Data	13
Deep Reinforcement Learning and Markov Decision Problem for Task Offloading in Mobile Edge Computing	13
Secondary Pulmonary Tuberculosis Identification Via pseudo-Zernike Moment and Deep Stacked Sparse Autoencoder	13
AI-Driven Task Scheduling Strategy with Blockchain Integration for Edge Computing	13
An Adaptive Hierarchical Concatenated Network With A Robust Loss Function For Image Denoising	12
A Formal Approach for the Identification of Authorization Policy Conflicts within Multi-Cloud Environments	12
An Intelligent Framework for Oversubscription Management in CPU-GPU Unified Memory	12
Novel Transformation Deep Learning Model for Electrocardiogram Classification and Arrhythmia Detection using Edge Computing	12
Analysis of Mobile Communication Network Architecture Based on SDN	11
Correction: Enabling Configurable Workflows in Smart Environments with Knowledge-based Process Fragment Reuse	11
Smart Financial Investor’s Risk Prediction System Using Mobile Edge Computing	11
A Heuristic Deep Q Learning for Offloading in Edge Devices in 5 g Networks	11
On-Chain and Off-Chain Data Management for Blockchain-Internet of Things: A Multi-Agent Deep Reinforcement Learning Approach	11
A QoS-Aware IoT Service Placement Mechanism in Fog Computing Based on Open-Source Development Model	11
Stochastic Demands Oriented General Resource Scheduling With Burstable Resources	10
EPMA: Elastic Platform for Microservices-based Applications: Towards Optimal Resource Elasticity	10
Optimizing Resource Consumption and Reducing Power Usage in Data Centers, A Novel Mathematical VM Replacement Model and Efficient Algorithm	10
An Efficient Mobile Edge Computing based Resource Allocation using Optimal Double Weighted Support Vector Transfer Regression	10
A Novel Levy Walk-based Framework for Scheduling Power-intensive Mobile Edge Computing Tasks	10
Study-based Systematic Mapping Analysis of Cloud Technologies for Leveraging IT Resource and Service Management: The Case Study of the Science Gateway Approach	10
A Secure IoT Applications Allocation Framework for Integrated Fog-Cloud Environment	10
Plaintext Related Optical Image Hybrid Encryption Based on Fractional Fourier Transform and Generalized Chaos of Multiple Controlling Parameters	10
Machine Learning Method with Applications in Hardware Security of Post-Quantum Cryptography	9
Fuzzy Reinforcement Learning Algorithm for Efficient Task Scheduling in Fog-Cloud IoT-Based Systems	9
Markovian with Federated Deep Recurrent Neural Network for Edge—IoMT to Improve Healthcare in Smart Cities	9
New Improved Multi-Objective Gorilla Troops Algorithm for Dependent Tasks Offloading problem in Multi-Access Edge Computing	9
A Survey on Auction based Approaches for Resource Allocation and Pricing in Emerging Edge Technologies	8
Joint Task Offloading Based on Distributed Deep Reinforcement Learning-Based Genetic Optimization Algorithm for Internet of Vehicles	8
Cost-Aware Scheduling and Data Skew Alleviation for Big Data Processing in Heterogeneous Cloud Environment	8
Collaborative Cloud-Edge-End Task Offloading in NOMA-Enabled Mobile Edge Computing Using Deep Learning	8
Efficient Data Offloading Using Markovian Decision on State Reward Action in Edge Computing	8
A Quasi-Oppositional Learning-based Fox Optimizer for QoS-aware Web Service Composition in Mobile Edge Computing	8
A Combined Approach of PUF and Physiological Data for Mutual Authentication and Key Agreement in WMSN	8
Adaptive Scheduling Framework of Streaming Applications based on Resource Demand Prediction with Hybrid Algorithms	8
Joint Task Dispatching and Bandwidth Allocation with Hard Deadlines in Distributed Serverless Edge Computing Systems	8
Deep Learning Based Entropy Controlled Optimization for the Detection of Covid-19	8
Hybrid Fuzzy Neural Network for Joint Task Offloading in the Internet of Vehicles	8
Optimizing Workflow Offloading and Migration under Timed Constraints in Fog and Cloud Computing	7
Adaptive Terrain Spider UWB Following Delivery Robot Based on Spring Suspension and Edge Computing	7
An IoT-based Covid-19 Healthcare Monitoring and Prediction Using Deep Learning Methods	7
Smart Caching in a Data Lake for High Energy Physics Analysis	7
A Self-Adaptive Intrusion Detection System for Securing UAV-to-UAV Communications Based on the Human Immune System in UAV Networks	7
On the Performance of Geospatial Services Deployment: An Experimental Benchmark Analysis	7
MiCADO-Edge: Towards an Application-level Orchestrator for the Cloud-to-Edge Computing Continuum	7
Integration of a Lightweight Customized 2D CNN Model to an Edge Computing System for Real-Time Multiple Gesture Recognition	7
Dim Target Detection Method Based on Deep Learning in Complex Traffic Environment	7

DEEPBIN: Deep Learning Based Garbage Classification for Households Using Sustainable Natural Technologies	7
K-AGRUED: A Container Autoscaling Technique for Cloud-based Web Applications in Kubernetes Using Attention-based GRU Encoder-Decoder	7
A Blockchain-Based Architecture for Trust in Collaborative Scientific Experimentation	7
Improving Dynamic Placement of Virtual Machines in Cloud Data Centers Based on Open-Source Development Model Algorithm	6
Smart City Transportation: A VANET Edge Computing Model to Minimize Latency and Delay Utilizing 5G Network	6
Performance Evaluation of Hybrid Cloud-Fog Computing Architectures in Smart Home IoT Environments: A Comparative Simulation Study Across Multiple Tools	6
Secure Computation Offloading Using Enhanced Genetic Algorithm for Ocean IoT	6
Contract-based Cooperative Computation and Communication Resources Sharing in Mobile Edge Computing	6
CJSpector: A Novel Cryptojacking Detection Method Using Hardware Trace and Deep Learning	6
Workload Time Series Cumulative Prediction Mechanism for Cloud Resources Using Neural Machine Translation Technique	6
A Lightweight Trajectory Aware Application Placement in IoT-Fog-Cloud Environment	6
A Real-Time Partition Generation Mechanism for Data Skew Mitigation in Spark Computing Environment	6
Energy-Aware and Mobility-Driven Computation Offloading in MEC	6
DRL-based and Bsld-Aware Job Scheduling for Apache Spark Cluster in Hybrid Cloud Computing Environments	6
3D Lidar Target Detection Method at the Edge for the Cloud Continuum	6
An Authentication-Based Secure Data Aggregation Method in Internet of Things	6
A Federated Deep Reinforcement Learning-based Low-power Caching Strategy for Cloud-edge Collaboration	6
Secure Authentication and Reliable Cloud Storage Scheme for IoT-Edge-Cloud Integration	6
Resource Utilization Based on Hybrid WOA-LOA Optimization with Credit Based Resource Aware Load Balancing and Scheduling Algorithm for Cloud Computing	6
A Cost-Efficient Workflow as a Service Broker Using On-demand and Spot Instances	5
Building a Performance Efficient Core Banking System Based on the Microservices Architecture	5
Employing RNN and Petri Nets to Secure Edge Computing Threats in Smart Cities	5
IoT Based Virtual E-Learning System for Sustainable Development of Smart Cities	5
Computing Resources Scalability Performance Analysis in Cloud Computing Data Center	5
An Integrated Deep Learning Prediction Approach for Efficient Modelling of Host Load Patterns in Cloud Computing	5
Brain Tumour Segmentation with a Muti-Pathway ResNet Based UNet	5
MapReduce with Deep Learning Framework for Student Health Monitoring System using IoT Technology for Big Data	5
Power Modeling for Energy-Efficient Resource Management in a Cloud Data Center	5
An Efficient Hybrid Scheduling Framework for Optimal Workload Execution in Federated Clouds to Maintain Performance SLAs	5
EQGSA-DPW: A Quantum-GSA Algorithm-Based Data Placement for Scientific Workflow in Cloud Computing Environment	5
Resource Allocation Using Deep Deterministic Policy Gradient-Based Federated Learning for Multi-Access Edge Computing	5
Adaptive Multi-Objective Virtual Machine Consolidation for Energy-Efficient Cloud Data Centers	5
AI and Blockchain Assisted Framework for Offloading and Resource Allocation in Fog Computing	4
Parking Cooperation-Based Mobile Edge Computing Using Task Offloading Strategy	4
Dueling Double Deep Q Network Strategy in MEC for Smart Internet of Vehicles Edge Computing Networks	4
Energy-aware Scheduling Algorithm for Microservices in Kubernetes Clouds	4
The Goodness of Nesting Containers in Virtual Machines for Server Consolidation	4
Mining Skyline Patterns from Big Data Environments based on a Spark Framework	4
HyperGAC: Information Entropy-Driven Resource Allocation for Cloud-Edge-End Computing	4
Federated-Learning-based Decision Support for Industrial Internet of Things (IIoT)-based Printed Circuit Board Assembly Process	4
DPark: Decentralized Smart Private-Parking System using Blockchains	4
FOCALB: Fog Computing Architecture of Load Balancing for Scientific Workflow Applications	4
Big Data-Aware Intrusion Detection System in Communication Networks: a Deep Learning Approach	4
Multicriteria-based Resource-Aware Scheduling in Mobile Crowd Computing: A Heuristic Approach	4
Image Fuzzy Edge Information Segmentation Based on Computer Vision and Machine Learning	4
CMK: Enhancing Resource Usage Monitoring across Diverse Bioinformatics Workflow Management Systems	4
Resource-Efficient and Quality-Aware Virtual Machine Consolidation Method	4
A Novel Approach to Cloud Resource Management: Hybrid Machine Learning and Task Scheduling	4
HRNN: Hypergraph Recurrent Neural Network for Network Intrusion Detection	4
Data-Driven Adaptive Prediction of Cloud Resource Usage	4
A Package-Aware Approach for Function Scheduling in Serverless Computing Environments	4