OOIR: Observatory of International Research

Papers

(The median citation count of Journal of Grid Computing is 2. 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 2021-02-01 to 2025-02-01.)

Article	Citations
DRL-based and Bsld-Aware Job Scheduling for Apache Spark Cluster in Hybrid Cloud Computing Environments	39
Cloud Resource Demand Prediction using Machine Learning in the Context of QoS Parameters	36
An Adaptive Hierarchical Concatenated Network With A Robust Loss Function For Image Denoising	36
A Pilot Applied Physics Grid Computing Infrastructure for Developing Applications Predicting the Qualities of Industrial Coatings	35
Greening Duplication-Based Dependent-Tasks Scheduling on Heterogeneous Large-Scale Computing Platforms	35
Joint Task Offloading and Multi-Task Offloading Based on NOMA Enhanced Internet of Vehicles in Edge Computing	31
Dueling Double Deep Q Network Strategy in MEC for Smart Internet of Vehicles Edge Computing Networks	31
An Efficient Deep Learning Approach Using Improved Generative Adversarial Networks for Incomplete Information Completion of Self-driving Vehicles	31
A Heuristic Deep Q Learning for Offloading in Edge Devices in 5 g Networks	30
A Federated Deep Reinforcement Learning-based Low-power Caching Strategy for Cloud-edge Collaboration	30
Cost-Availability Aware Scaling: Towards Optimal Scaling of Cloud Services	29
Smart Financial Investor’s Risk Prediction System Using Mobile Edge Computing	28
DAScheduler: Dependency-Aware Scheduling Algorithm for Containerized Dependent Jobs	27
A Correlation Based Recommendation System for Large Data Sets	26
ICSMPC: Design of an Iterative-Learning Contextual Side Chaining Model for Improving Security of Priority-Aware Cloud Resources	25
Contract-based Cooperative Computation and Communication Resources Sharing in Mobile Edge Computing	24
A Formal Approach for the Identification of Authorization Policy Conflicts within Multi-Cloud Environments	23
Parking Cooperation-Based Mobile Edge Computing Using Task Offloading Strategy	22
Software License Consolidation and Resource Optimization in Container-based Virtualized Data Centers	22
A Load-Aware Energy-Efficient Clustering Algorithm in Sensor-Cloud	21
Energy-Aware and Mobility-Driven Computation Offloading in MEC	20
Federated-Learning-based Decision Support for Industrial Internet of Things (IIoT)-based Printed Circuit Board Assembly Process	20
Smart Caching in a Data Lake for High Energy Physics Analysis	19
Distributed and Decentralized Orchestration of Containers on Edge Clouds	19
The Goodness of Nesting Containers in Virtual Machines for Server Consolidation	17

Adapting to Changes: A Novel Framework for Continual Machine Learning in Industrial Applications	17
Speech Expression Multimodal Emotion Recognition Based on Deep Belief Network	16
A Computing Resource Allocation Optimization Strategy for Massive Internet of Health Things Devices Considering Privacy Protection in Cloud Edge Computing Environment	16
An Effective Prediction of Resource Using Machine Learning in Edge Environments for the Smart Healthcare Industry	15
On the Joint Design of Microservice Deployment and Routing in Cloud Data Centers	15
CIA Security for Internet of Vehicles and Blockchain-AI Integration	15
IoT Data Replication and Consistency Management in Fog Computing	14
Resource Utilization Based on Hybrid WOA-LOA Optimization with Credit Based Resource Aware Load Balancing and Scheduling Algorithm for Cloud Computing	14
Hybridized Black Widow-Honey Badger Optimization: Swarm Intelligence Strategy for Node Localization Scheme in WSN	13
DPark: Decentralized Smart Private-Parking System using Blockchains	12
A QoS-Aware IoT Service Placement Mechanism in Fog Computing Based on Open-Source Development Model	12
A Real-Time Partition Generation Mechanism for Data Skew Mitigation in Spark Computing Environment	11
A YARN-based Energy-Aware Scheduling Method for Big Data Applications under Deadline Constraints	11
HRNN: Hypergraph Recurrent Neural Network for Network Intrusion Detection	10
Resource-Efficient and Quality-Aware Virtual Machine Consolidation Method	10
Secure Authentication and Reliable Cloud Storage Scheme for IoT-Edge-Cloud Integration	10
Modeling Distributed and Configurable Hierarchical Blockchain over SDN and Fog-Based Networks for Large-Scale Internet of Things	10
Correction: Enabling Configurable Workflows in Smart Environments with Knowledge-based Process Fragment Reuse	10
An Intelligent Framework for Oversubscription Management in CPU-GPU Unified Memory	10
Automated Analysis of Distributed Tracing: Challenges and Research Directions	9
A Survey of Service Placement in Cloud Environments	9
FOCALB: Fog Computing Architecture of Load Balancing for Scientific Workflow Applications	9
Smart City Transportation: A VANET Edge Computing Model to Minimize Latency and Delay Utilizing 5G Network	8
Stochastic Demands Oriented General Resource Scheduling With Burstable Resources	8
A Novel Levy Walk-based Framework for Scheduling Power-intensive Mobile Edge Computing Tasks	8
Serverless Workflows for Containerised Applications in the Cloud Continuum	8
Enhancing the Reuse of Scientific Experiments for Agricultural Software Ecosystems	8
Tripartite Game Theory-Based Edge Resource Pricing Approach for Edge Federation	8
Declarative Application Management in the Fog	7
A Bottom-Up Tree Based Storage Approach for Efficient IoT Data Analytics in Cloud Systems	7
Grid Scheduling Considering Energy Consumption Management and Quality of Service	7
Visual Low-Code Language for Orchestrating Large-Scale Distributed Computing	7
Analysis of Mobile Communication Network Architecture Based on SDN	7
Edge Computing Empowered Smart Healthcare: Monitoring and Diagnosis with Deep Learning Methods	7
A Computing Offloading Resource Allocation Scheme Using Deep Reinforcement Learning in Mobile Edge Computing Systems	6
Image Fuzzy Edge Information Segmentation Based on Computer Vision and Machine Learning	6
A Hybrid Meta-Heuristic for Optimal Load Balancing in Cloud Computing	6
AI and Blockchain Assisted Framework for Offloading and Resource Allocation in Fog Computing	6
Intrusion Detection using Federated Attention Neural Network for Edge Enabled Internet of Things	6
Placement Combination between Heterogeneous Services and Heterogeneous Capacitated Servers in Edge Computing	6
Kubernetes as a Standard Container Orchestrator - A Bibliometric Analysis	6
An Efficient Mobile Edge Computing based Resource Allocation using Optimal Double Weighted Support Vector Transfer Regression	6
Workload Time Series Cumulative Prediction Mechanism for Cloud Resources Using Neural Machine Translation Technique	6
Plaintext Related Optical Image Hybrid Encryption Based on Fractional Fourier Transform and Generalized Chaos of Multiple Controlling Parameters	6
A Two-Stage Multi-Objective Task Scheduling Framework Based on Invasive Tumor Growth Optimization Algorithm for Cloud Computing	6
EPMA: Elastic Platform for Microservices-based Applications: Towards Optimal Resource Elasticity	5
Multicriteria-based Resource-Aware Scheduling in Mobile Crowd Computing: A Heuristic Approach	5
Data-Driven Adaptive Prediction of Cloud Resource Usage	5
A Package-Aware Approach for Function Scheduling in Serverless Computing Environments	5
CJSpector: A Novel Cryptojacking Detection Method Using Hardware Trace and Deep Learning	5

An Authentication-Based Secure Data Aggregation Method in Internet of Things	5
On-Chain and Off-Chain Data Management for Blockchain-Internet of Things: A Multi-Agent Deep Reinforcement Learning Approach	5
Exploring the Synergy of Blockchain, IoT, and Edge Computing in Smart Traffic Management across Urban Landscapes	5
Natural Language-Based Automatic Programming for Industrial Robots	5
A Secure IoT Applications Allocation Framework for Integrated Fog-Cloud Environment	5
3D Lidar Target Detection Method at the Edge for the Cloud Continuum	4
Deployment of Elastic Virtual Hybrid Clusters Across Cloud Sites	4
Scalable Virtual Machine Migration using Reinforcement Learning	4
Anomaly Detection in Cloud Computing using Knowledge Graph Embedding and Machine Learning Mechanisms	4
Event-Driven Serverless Pipelines for Video Coding and Quality Metrics	4
Reinforcement Learning in Few-Shot Scenarios: A Survey	4
Adversarial Attacks on Visual Objects Using the Fast Gradient Sign Method	4
Design and Application of Vague Set Theory and Adaptive Grid Particle Swarm Optimization Algorithm in Resource Scheduling Optimization	4
A Cost-Efficient Workflow as a Service Broker Using On-demand and Spot Instances	4
New Improved Multi-Objective Gorilla Troops Algorithm for Dependent Tasks Offloading problem in Multi-Access Edge Computing	4
H-Storm: A Hybrid CPU-FPGA Architecture to Accelerate Apache Storm	4
A Cloud-Edge-Based Multi-Objective Task Scheduling Approach for Smart Manufacturing Lines	4
Healthcare and Fitness Services: A Comprehensive Assessment of Blockchain, IoT, and Edge Computing in Smart Cities	4
Mining Skyline Patterns from Big Data Environments based on a Spark Framework	4
Study-based Systematic Mapping Analysis of Cloud Technologies for Leveraging IT Resource and Service Management: The Case Study of the Science Gateway Approach	4
Machine Learning Method with Applications in Hardware Security of Post-Quantum Cryptography	4
Multi-Population Cooperative Elite Algorithm for Efficient Computation Offloading in Mobile Edge Computing	4
Improving Dynamic Placement of Virtual Machines in Cloud Data Centers Based on Open-Source Development Model Algorithm	4
CMK: Enhancing Resource Usage Monitoring across Diverse Bioinformatics Workflow Management Systems	4
Data Security Aware and Effective Task Offloading Strategy in Mobile Edge Computing	3
Markovian with Federated Deep Recurrent Neural Network for Edge—IoMT to Improve Healthcare in Smart Cities	3
Hybrid Immune Whale Differential Evolution Optimization (HIWDEO) Based Computation Offloading in MEC for IoT	3
Automatic Software Defined Network (SDN) Performance Management Using TOPSIS Decision-Making Algorithm	3
A Novel Edge-Inspired Depth Quality Evaluation Network for RGB-D Salient Object Detection	3
Computing Resources Scalability Performance Analysis in Cloud Computing Data Center	3
A Bibliometric Analysis of Convergence of Artificial Intelligence and Blockchain for Edge of Things	3
An Efficient Hybrid Scheduling Framework for Optimal Workload Execution in Federated Clouds to Maintain Performance SLAs	3
Optimizing Accounting Informatization through Simultaneous Multi-Tasking across Edge and Cloud Devices using Hybrid Machine Learning Models	3
Energy-Efficient and Load-Aware VM Placement in Cloud Data Centers	3
An Integrated Framework for Smart Earthquake Prediction: IoT, Fog, and Cloud Computing	3
Energy and Makespan Aware Scheduling of Deadline Sensitive Tasks in the Cloud Environment	2
Mayfly Taylor Optimization-Based Graph Attention Network for Task Scheduling in Edge Computing	2
An Innovative Blockchain-Based Orchestrator for Osmotic Computing	2
A Market-based Framework for Resource Management in Cloud Federation	2
Cyber Physical System for Distributed Network Using DoS Based Hierarchical Bayesian Network	2
A Probabilistic Deadline-aware Application Offloading in a Multi-Queueing Fog System: A Max Entropy Framework	2
Improving Performance of Smart Education Systems by Integrating Machine Learning on Edge Devices and Cloud in Educational Institutions	2
Leveraging State-of-the-Art Engines for Large-Scale Data Analysis in High Energy Physics	2
Preservation of Sensitive Data Using Multi-Level Blockchain-based Secured Framework for Edge Network Devices	2
Optimizing Resource Consumption and Reducing Power Usage in Data Centers, A Novel Mathematical VM Replacement Model and Efficient Algorithm	2
A Survey on Auction based Approaches for Resource Allocation and Pricing in Emerging Edge Technologies	2
A Federated Framework for Edge Computing Devices with Collaborative Fairness and Adversarial Robustness	2
Sparbit: Towards to a Logarithmic-Cost and Data Locality-Aware MPI Allgather Algorithm	2
Collaborative Cloud-Edge-End Task Offloading in NOMA-Enabled Mobile Edge Computing Using Deep Learning	2
Business Process Engineering for Data Storing and Processing in a Collaborative Distributed Environment Based on Provenance Metadata, Smart Contracts and Blockchain Technology	2
A Survey of Cloud Resource Consumption Optimization Methods	2
An Incentive-Compatible Offloading Mechanism in Fog-Cloud Environments Using Second-Price Sealed-Bid Auction	2
EQGSA-DPW: A Quantum-GSA Algorithm-Based Data Placement for Scientific Workflow in Cloud Computing Environment	2
Building a Performance Efficient Core Banking System Based on the Microservices Architecture	2
Efficient Data Offloading Using Markovian Decision on State Reward Action in Edge Computing	2
CMSV: a New Cloud Multi-Agents for Self-Driving Vehicles as a Services	2
Honeypot Based Industrial Threat Detection Using Game Theory in Cyber-Physical System	2
Effective Scheduler for Distributed DNN Training Based on MapReduce and GPU Cluster	2
Towards Efficient Ensemble Hierarchical Clustering with MapReduce-based Clusters Clustering Technique and the Innovative Similarity Criterion	2
Secured SDN Based Task Scheduling in Edge Computing for Smart City Health Monitoring Operation Management System	2
Adaptive Scheduling Framework of Streaming Applications based on Resource Demand Prediction with Hybrid Algorithms	2
Fuzzy Reinforcement Learning Algorithm for Efficient Task Scheduling in Fog-Cloud IoT-Based Systems	2
Energy-Constrained DAG Scheduling on Edge and Cloud Servers with Overlapped Communication and Computation	2
An Integrated Deep Learning Prediction Approach for Efficient Modelling of Host Load Patterns in Cloud Computing	2
Fault-Detection Managers: More May Not Be the Merrier	2