OOIR: Observatory of International Research

Papers

(The median citation count of Journal of Grid Computing is 3. 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
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	49
Distributed and Decentralized Orchestration of Containers on Edge Clouds	47
A Correlation Based Recommendation System for Large Data Sets	43
ICSMPC: Design of an Iterative-Learning Contextual Side Chaining Model for Improving Security of Priority-Aware Cloud Resources	40
Software License Consolidation and Resource Optimization in Container-based Virtualized Data Centers	38
Enhancing the Reuse of Scientific Experiments for Agricultural Software Ecosystems	34
A Survey of Service Placement in Cloud Environments	33
Placement Combination between Heterogeneous Services and Heterogeneous Capacitated Servers in Edge Computing	30
Healthcare and Fitness Services: A Comprehensive Assessment of Blockchain, IoT, and Edge Computing in Smart Cities	29
Exploring the Synergy of Blockchain, IoT, and Edge Computing in Smart Traffic Management across Urban Landscapes	27
Adversarial Attacks on Visual Objects Using the Fast Gradient Sign Method	25
Edge Computing Empowered Smart Healthcare: Monitoring and Diagnosis with Deep Learning Methods	24
Optimizing Accounting Informatization through Simultaneous Multi-Tasking across Edge and Cloud Devices using Hybrid Machine Learning Models	23
Energy-Efficient and Load-Aware VM Placement in Cloud Data Centers	23
A Federated Framework for Edge Computing Devices with Collaborative Fairness and Adversarial Robustness	22
Energy-Constrained DAG Scheduling on Edge and Cloud Servers with Overlapped Communication and Computation	22
Correction to: Improved Butterfly Optimization Algorithm for Data Placement and Scheduling in Edge Computing Environments	22
Enhancing Machine Learning-Based Autoscaling for Cloud Resource Orchestration	21
Mayfly Taylor Optimization-Based Graph Attention Network for Task Scheduling in Edge Computing	21
Computing Offloading Strategy Using Improved Genetic Algorithm in Mobile Edge Computing System	20
A Market-based Framework for Resource Management in Cloud Federation	20
A Review of Machine Learning Network in Human Motion Biomechanics	19
Blockchain Assisted Cloud Security and Privacy Preservation using Hybridized Encryption and Deep Learning Mechanism in IoT-Healthcare Application	19
Decentralized AI-Based Task Distribution on Blockchain for Cloud Industrial Internet of Things	16

Anti-Attack Intrusion Detection Model Based on MPNN and Traffic Spatiotemporal Characteristics	16
SLA-based Multi-dimensional Trust Model for Fog Computing Environments	16
Signature-based Adaptive Cloud Resource Usage Prediction Using Machine Learning and Anomaly Detection	16
Deep Learning-Based Multi-Domain Framework for End-to-End Services in 5G Networks	15
Novel Transformation Deep Learning Model for Electrocardiogram Classification and Arrhythmia Detection using Edge Computing	14
Assessing the Complexity of Cloud Pricing Policies: A Comparative Market Analysis	14
Multi-Agent Systems for Collaborative Inference Based on Deep Policy Q-Inference Network	14
Conformance-oriented Predictive Process Monitoring in BPaaS Based on Combination of Neural Networks	14
AI-Driven Task Scheduling Strategy with Blockchain Integration for Edge Computing	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
Interfering Spatiotemporal Features and Causes of Bus Bunching using Empirical GPS Trajectory Data	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
Correction: Enabling Configurable Workflows in Smart Environments with Knowledge-based Process Fragment Reuse	11
A Heuristic Deep Q Learning for Offloading in Edge Devices in 5 g Networks	11
Smart Financial Investor’s Risk Prediction System Using Mobile Edge Computing	11
An Intelligent Framework for Oversubscription Management in CPU-GPU Unified Memory	11
Analysis of Mobile Communication Network Architecture Based on SDN	10
EPMA: Elastic Platform for Microservices-based Applications: Towards Optimal Resource Elasticity	10
Markovian with Federated Deep Recurrent Neural Network for Edge—IoMT to Improve Healthcare in Smart Cities	10
A QoS-Aware IoT Service Placement Mechanism in Fog Computing Based on Open-Source Development Model	10
On-Chain and Off-Chain Data Management for Blockchain-Internet of Things: A Multi-Agent Deep Reinforcement Learning Approach	10
A Novel Levy Walk-based Framework for Scheduling Power-intensive Mobile Edge Computing Tasks	10
Stochastic Demands Oriented General Resource Scheduling With Burstable Resources	10
An Efficient Mobile Edge Computing based Resource Allocation using Optimal Double Weighted Support Vector Transfer Regression	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
Fuzzy Reinforcement Learning Algorithm for Efficient Task Scheduling in Fog-Cloud IoT-Based Systems	9
Optimizing Resource Consumption and Reducing Power Usage in Data Centers, A Novel Mathematical VM Replacement Model and Efficient Algorithm	9
Joint Task Dispatching and Bandwidth Allocation with Hard Deadlines in Distributed Serverless Edge Computing Systems	9
Machine Learning Method with Applications in Hardware Security of Post-Quantum Cryptography	9
New Improved Multi-Objective Gorilla Troops Algorithm for Dependent Tasks Offloading problem in Multi-Access Edge Computing	9
Study-based Systematic Mapping Analysis of Cloud Technologies for Leveraging IT Resource and Service Management: The Case Study of the Science Gateway Approach	9
Optimizing Workflow Offloading and Migration under Timed Constraints in Fog and Cloud Computing	8
Deep Learning Based Entropy Controlled Optimization for the Detection of Covid-19	8
A Survey on Auction based Approaches for Resource Allocation and Pricing in Emerging Edge Technologies	8
Adaptive Scheduling Framework of Streaming Applications based on Resource Demand Prediction with Hybrid Algorithms	8
A Combined Approach of PUF and Physiological Data for Mutual Authentication and Key Agreement in WMSN	8
Collaborative Cloud-Edge-End Task Offloading in NOMA-Enabled Mobile Edge Computing Using Deep Learning	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
Hybrid Fuzzy Neural Network for Joint Task Offloading in the Internet of Vehicles	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
SODALITE@RT: Orchestrating Applications on Cloud-Edge Infrastructures	7
DEEPBIN: Deep Learning Based Garbage Classification for Households Using Sustainable Natural Technologies	7
On the Performance of Geospatial Services Deployment: An Experimental Benchmark Analysis	7
K-AGRUED: A Container Autoscaling Technique for Cloud-based Web Applications in Kubernetes Using Attention-based GRU Encoder-Decoder	7
Dim Target Detection Method Based on Deep Learning in Complex Traffic Environment	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
A Self-Adaptive Intrusion Detection System for Securing UAV-to-UAV Communications Based on the Human Immune System in UAV Networks	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
Energy-Aware and Mobility-Driven Computation Offloading in MEC	6
Resource Utilization Based on Hybrid WOA-LOA Optimization with Credit Based Resource Aware Load Balancing and Scheduling Algorithm for Cloud Computing	6
A Blockchain-Based Architecture for Trust in Collaborative Scientific Experimentation	6
A Real-Time Partition Generation Mechanism for Data Skew Mitigation in Spark Computing Environment	6
Performance Evaluation of Hybrid Cloud-Fog Computing Architectures in Smart Home IoT Environments: A Comparative Simulation Study Across Multiple Tools	6
A Federated Deep Reinforcement Learning-based Low-power Caching Strategy for Cloud-edge Collaboration	6
IoT Data Replication and Consistency Management in Fog Computing	6
Smart Caching in a Data Lake for High Energy Physics Analysis	6
DRL-based and Bsld-Aware Job Scheduling for Apache Spark Cluster in Hybrid Cloud Computing Environments	6
Contract-based Cooperative Computation and Communication Resources Sharing in Mobile Edge Computing	6
An Authentication-Based Secure Data Aggregation Method in Internet of Things	5
Secure Computation Offloading Using Enhanced Genetic Algorithm for Ocean IoT	5
A Lightweight Trajectory Aware Application Placement in IoT-Fog-Cloud Environment	5
Workload Time Series Cumulative Prediction Mechanism for Cloud Resources Using Neural Machine Translation Technique	5
Secure Authentication and Reliable Cloud Storage Scheme for IoT-Edge-Cloud Integration	5
Smart City Transportation: A VANET Edge Computing Model to Minimize Latency and Delay Utilizing 5G Network	5
CJSpector: A Novel Cryptojacking Detection Method Using Hardware Trace and Deep Learning	5
3D Lidar Target Detection Method at the Edge for the Cloud Continuum	5
Improving Dynamic Placement of Virtual Machines in Cloud Data Centers Based on Open-Source Development Model Algorithm	5
An Efficient Hybrid Scheduling Framework for Optimal Workload Execution in Federated Clouds to Maintain Performance SLAs	4
Computing Resources Scalability Performance Analysis in Cloud Computing Data Center	4
Power Modeling for Energy-Efficient Resource Management in a Cloud Data Center	4
IoT Based Virtual E-Learning System for Sustainable Development of Smart Cities	4
Energy-aware Scheduling Algorithm for Microservices in Kubernetes Clouds	4
A Pilot Applied Physics Grid Computing Infrastructure for Developing Applications Predicting the Qualities of Industrial Coatings	4
Dueling Double Deep Q Network Strategy in MEC for Smart Internet of Vehicles Edge Computing Networks	4
A Cost-Efficient Workflow as a Service Broker Using On-demand and Spot Instances	4
Building a Performance Efficient Core Banking System Based on the Microservices Architecture	4
Brain Tumour Segmentation with a Muti-Pathway ResNet Based UNet	4
Employing RNN and Petri Nets to Secure Edge Computing Threats in Smart Cities	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
Resource-Efficient and Quality-Aware Virtual Machine Consolidation Method	4
An Integrated Deep Learning Prediction Approach for Efficient Modelling of Host Load Patterns in Cloud Computing	4
EQGSA-DPW: A Quantum-GSA Algorithm-Based Data Placement for Scientific Workflow in Cloud Computing Environment	4
BAN-Storm: a Bandwidth-Aware Scheduling Mechanism for Stream Jobs	4
Resource Allocation Using Deep Deterministic Policy Gradient-Based Federated Learning for Multi-Access Edge Computing	4
Big Data-Aware Intrusion Detection System in Communication Networks: a Deep Learning Approach	4
The Goodness of Nesting Containers in Virtual Machines for Server Consolidation	4
MapReduce with Deep Learning Framework for Student Health Monitoring System using IoT Technology for Big Data	4
Multi-Population Cooperative Elite Algorithm for Efficient Computation Offloading in Mobile Edge Computing	3
FOCALB: Fog Computing Architecture of Load Balancing for Scientific Workflow Applications	3
A Computing Offloading Resource Allocation Scheme Using Deep Reinforcement Learning in Mobile Edge Computing Systems	3
Image Fuzzy Edge Information Segmentation Based on Computer Vision and Machine Learning	3
Preservation of Sensitive Data Using Multi-Level Blockchain-based Secured Framework for Edge Network Devices	3
Data Security Aware and Effective Task Offloading Strategy in Mobile Edge Computing	3
AI and Blockchain Assisted Framework for Offloading and Resource Allocation in Fog Computing	3
Mining Skyline Patterns from Big Data Environments based on a Spark Framework	3
Federated-Learning-based Decision Support for Industrial Internet of Things (IIoT)-based Printed Circuit Board Assembly Process	3
CMK: Enhancing Resource Usage Monitoring across Diverse Bioinformatics Workflow Management Systems	3
Parking Cooperation-Based Mobile Edge Computing Using Task Offloading Strategy	3
A Novel Edge-Inspired Depth Quality Evaluation Network for RGB-D Salient Object Detection	3
Data-Driven Adaptive Prediction of Cloud Resource Usage	3
A Package-Aware Approach for Function Scheduling in Serverless Computing Environments	3
DPark: Decentralized Smart Private-Parking System using Blockchains	3
Multicriteria-based Resource-Aware Scheduling in Mobile Crowd Computing: A Heuristic Approach	3
Reinforcement Learning in Few-Shot Scenarios: A Survey	3
HyperGAC: Information Entropy-Driven Resource Allocation for Cloud-Edge-End Computing	3
Fog Computing Tasks Management Based on Federated Reinforcement Learning	3