OOIR: Observatory of International Research

Papers

(The median citation count of Journal of Grid Computing is 1. 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 2020-04-01 to 2024-04-01.)

Article	Citations
A Survey on the Computation Offloading Approaches in Mobile Edge/Cloud Computing Environment: A Stochastic-based Perspective	100
Multi-Objective Task and Workflow Scheduling Approaches in Cloud Computing: a Comprehensive Review	50
Towards Blockchain-Enabled Security Technique for Industrial Internet of Things Based Decentralized Applications	48
Smart Contracts for Service-Level Agreements in Edge-to-Cloud Computing	32
A Hybrid Meta-Heuristic for Optimal Load Balancing in Cloud Computing	31
Improved Butterfly Optimization Algorithm for Data Placement and Scheduling in Edge Computing Environments	30
An Evolutionary Computing-Based Efficient Hybrid Task Scheduling Approach for Heterogeneous Computing Environment	29
MiCADO-Edge: Towards an Application-level Orchestrator for the Cloud-to-Edge Computing Continuum	29
Benchmarking Serverless Computing Platforms	25
Serverless Workflows for Containerised Applications in the Cloud Continuum	25
Ultra-Reliable and Low-Latency Computing in the Edge with Kubernetes	24
Big Data-Aware Intrusion Detection System in Communication Networks: a Deep Learning Approach	24
A High Reliable Computing Offloading Strategy Using Deep Reinforcement Learning for IoVs in Edge Computing	24
Context-Aware Multi-User Offloading in Mobile Edge Computing: a Federated Learning-Based Approach	24
A Secure IoT Applications Allocation Framework for Integrated Fog-Cloud Environment	24
Energy and Makespan Aware Scheduling of Deadline Sensitive Tasks in the Cloud Environment	23
Blockchain-Based Cache Poisoning Security Protection and Privacy-Aware Access Control in NDN Vehicular Edge Computing Networks	22
Automated Analysis of Distributed Tracing: Challenges and Research Directions	22
A QoS-Aware IoT Service Placement Mechanism in Fog Computing Based on Open-Source Development Model	22
A Computing Offloading Resource Allocation Scheme Using Deep Reinforcement Learning in Mobile Edge Computing Systems	21
Cloud Resource Demand Prediction using Machine Learning in the Context of QoS Parameters	20
FOCALB: Fog Computing Architecture of Load Balancing for Scientific Workflow Applications	20
Speech Expression Multimodal Emotion Recognition Based on Deep Belief Network	20
Vulnerability Modelling for Hybrid Industrial Control System Networks	19
A Survey of Service Placement in Cloud Environments	19

Autonomic Management Framework for Cloud-Native Applications	18
An Authentication-Based Secure Data Aggregation Method in Internet of Things	18
IoT Data Replication and Consistency Management in Fog Computing	18
A Review of Supervised Classification based on Contrast Patterns: Applications, Trends, and Challenges	17
Computing Offloading Strategy Using Improved Genetic Algorithm in Mobile Edge Computing System	17
An Incentive-Compatible Offloading Mechanism in Fog-Cloud Environments Using Second-Price Sealed-Bid Auction	16
Secondary Pulmonary Tuberculosis Identification Via pseudo-Zernike Moment and Deep Stacked Sparse Autoencoder	14
Brain Tumour Segmentation with a Muti-Pathway ResNet Based UNet	14
A Self-Adaptive Intrusion Detection System for Securing UAV-to-UAV Communications Based on the Human Immune System in UAV Networks	14
Scalable Virtual Machine Migration using Reinforcement Learning	14
SODALITE@RT: Orchestrating Applications on Cloud-Edge Infrastructures	14
A Computing Resource Allocation Optimization Strategy for Massive Internet of Health Things Devices Considering Privacy Protection in Cloud Edge Computing Environment	14
TORCH: a TOSCA-Based Orchestrator of Multi-Cloud Containerised Applications	13
Automatic Software Defined Network (SDN) Performance Management Using TOPSIS Decision-Making Algorithm	13
Dim Target Detection Method Based on Deep Learning in Complex Traffic Environment	12
Distributed and Decentralized Orchestration of Containers on Edge Clouds	12
Scalable Decentralized Indexing and Querying of Multi-Streams in the Fog	11
K-AGRUED: A Container Autoscaling Technique for Cloud-based Web Applications in Kubernetes Using Attention-based GRU Encoder-Decoder	11
Strategy-Proof Mechanism for Online Time-Varying Resource Allocation with Restart	10
IoT Based Virtual E-Learning System for Sustainable Development of Smart Cities	10
Deployment Management and Topology Discovery of Microservice Applications in the Multicloud Environment	9
A Bottom-Up Tree Based Storage Approach for Efficient IoT Data Analytics in Cloud Systems	9
A Fault-Tolerant Workflow Scheduling Algorithm for Grid with Near-Optimal Redundancy	9
Describing and Processing Topology and Quality of Service Parameters of Applications in the Cloud	9
Mobility-Aware and Code-Oriented Partitioning Computation Offloading in Multi-Access Edge Computing	9
Business Process Engineering for Data Storing and Processing in a Collaborative Distributed Environment Based on Provenance Metadata, Smart Contracts and Blockchain Technology	9
Enhancing the Reuse of Scientific Experiments for Agricultural Software Ecosystems	9
Opportunistic Deployment of Distributed Edge Clouds for Latency-Critical Applications	8
Edge-enabled Mobile Crowdsensing to Support Effective Rewarding for Data Collection in Pandemic Events	8
Modeling-Learning-Based Actor-Critic Algorithm with Gaussian Process Approximator	8
A Systematic Training Procedure for Viola-Jones Face Detector in Heterogeneous Computing Architecture	8
Energy Refining Balance with Ant Colony System for Cloud Placement Machines	7
An Innovative Blockchain-Based Orchestrator for Osmotic Computing	7
Greening Duplication-Based Dependent-Tasks Scheduling on Heterogeneous Large-Scale Computing Platforms	7
Offloading Coalition Formation for Scheduling Scientific Workflow Ensembles in Fog Environments	7
An Integrated Framework for Smart Earthquake Prediction: IoT, Fog, and Cloud Computing	7
Collaborative Cloud-Edge-End Task Offloading in NOMA-Enabled Mobile Edge Computing Using Deep Learning	7
EPMA: Elastic Platform for Microservices-based Applications: Towards Optimal Resource Elasticity	7
The Impact of Encoding and Transport for Massive Real-time IoT Data on Edge Resource Consumption	6
A Deep Learning and Handcrafted Based Computationally Intelligent Technique for Effective COVID-19 Detection from X-ray/CT-scan Imaging	6
A Review of Machine Learning Network in Human Motion Biomechanics	6
Data-Driven Adaptive Prediction of Cloud Resource Usage	5
Latency and Energy-Awareness in Data Stream Processing for Edge Based IoT Systems	5
New Improved Multi-Objective Gorilla Troops Algorithm for Dependent Tasks Offloading problem in Multi-Access Edge Computing	5
Workload Time Series Cumulative Prediction Mechanism for Cloud Resources Using Neural Machine Translation Technique	5
Dominating OP Returns: The Impact of Omni and Veriblock on Bitcoin	5
Deployment of Elastic Virtual Hybrid Clusters Across Cloud Sites	5
A Correlation Based Recommendation System for Large Data Sets	5
SLA-aware Stochastic Load Balancing in Dynamic Cloud Environment	5
A Survey on Auction based Approaches for Resource Allocation and Pricing in Emerging Edge Technologies	5

Machine Learning-Based Performance-Efficient MAC Protocol for Single Hop Underwater Acoustic Sensor Networks	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
A YARN-based Energy-Aware Scheduling Method for Big Data Applications under Deadline Constraints	4
Conformance-oriented Predictive Process Monitoring in BPaaS Based on Combination of Neural Networks	4
Randomized Convolutional Neural Network Architecture for Eyewitness Tweet Identification During Disaster	4
Declarative Application Management in the Fog	4
Software License Consolidation and Resource Optimization in Container-based Virtualized Data Centers	4
Developing a Workflow Management System Simulation for Capturing Internal IaaS Behavioural Knowledge	4
An Integrated Deep Learning Prediction Approach for Efficient Modelling of Host Load Patterns in Cloud Computing	4
CJSpector: A Novel Cryptojacking Detection Method Using Hardware Trace and Deep Learning	4
BlockFaaS: Blockchain-enabled Serverless Computing Framework for AI-driven IoT Healthcare Applications	3
Cloud-Network Slicing MANO Towards an Efficient IoT-Cloud Continuum	3
Power Modeling for Energy-Efficient Resource Management in a Cloud Data Center	3
Special Issue: Blockchain Theories and Applications	3
WebAssembly as an Enabler for Next Generation Serverless Computing	3
Cost-Aware Scheduling and Data Skew Alleviation for Big Data Processing in Heterogeneous Cloud Environment	3
AirCargoChain: A Distributed and Scalable Data Sharing Approach of Blockchain for Air Cargo	3
Effective Scheduler for Distributed DNN Training Based on MapReduce and GPU Cluster	3
Natural Language-Based Automatic Programming for Industrial Robots	3
An Intelligent Blockchain-based Secure Link Failure Recovery Framework for Software-defined Internet-of-Things	3
Research on Parallel Deep Learning for Heterogeneous Computing Architecture	3
Approach for Selecting and Integrating Cloud Services to Construct Hybrid Cloud	3
Plaintext Related Optical Image Hybrid Encryption Based on Fractional Fourier Transform and Generalized Chaos of Multiple Controlling Parameters	3
Kubernetes as a Standard Container Orchestrator - A Bibliometric Analysis	3
Efficient Prediction of Makespan Matrix Workflow Scheduling Algorithm for Heterogeneous Cloud Environments	2
Cyber Physical System for Distributed Network Using DoS Based Hierarchical Bayesian Network	2
Energy-Efficient and Load-Aware VM Placement in Cloud Data Centers	2
Adversarial Attacks on Visual Objects Using the Fast Gradient Sign Method	2
An Efficient Mobile Edge Computing based Resource Allocation using Optimal Double Weighted Support Vector Transfer Regression	2
Secure Authentication and Reliable Cloud Storage Scheme for IoT-Edge-Cloud Integration	2
A Blockchain-Based Architecture for Trust in Collaborative Scientific Experimentation	2
Highly Complex Resource Scheduling for Stochastic Demands in Heterogeneous Clouds	2
Leveraging State-of-the-Art Engines for Large-Scale Data Analysis in High Energy Physics	2
A Two-Stage Multi-Objective Task Scheduling Framework Based on Invasive Tumor Growth Optimization Algorithm for Cloud Computing	2
Multicriteria-based Resource-Aware Scheduling in Mobile Crowd Computing: A Heuristic Approach	2
Federated-Learning-based Decision Support for Industrial Internet of Things (IIoT)-based Printed Circuit Board Assembly Process	2
A Formal Approach for the Identification of Authorization Policy Conflicts within Multi-Cloud Environments	2
An Autonomous Evolutionary Approach to Planning the IoT Services Placement in the Cloud-Fog-IoT Ecosystem	2
BAN-Storm: a Bandwidth-Aware Scheduling Mechanism for Stream Jobs	2
Remote Method Delegation: a Platform for Grid Computing	2
A Package-Aware Approach for Function Scheduling in Serverless Computing Environments	2
Placement Combination between Heterogeneous Services and Heterogeneous Capacitated Servers in Edge Computing	2
A Heuristic Deep Q Learning for Offloading in Edge Devices in 5 g Networks	2
An Intelligent Framework for Oversubscription Management in CPU-GPU Unified Memory	2
Mining Skyline Patterns from Big Data Environments based on a Spark Framework	1
Enhancing the Cloud Inter-operation Toolkit (CIT) to Support Multiple Cloud Service Models	1
DRL-based and Bsld-Aware Job Scheduling for Apache Spark Cluster in Hybrid Cloud Computing Environments	1
An Efficient Deep Learning Approach Using Improved Generative Adversarial Networks for Incomplete Information Completion of Self-driving Vehicles	1
Design of a Flexible, User Friendly Feature Matrix Generation System and its Application on Biomedical Datasets	1
ExaFlooding RD: A Mathematical Model to Support Unstructured Resource Discovery in Distributed Exascale Computing Environments	1
Secured SDN Based Task Scheduling in Edge Computing for Smart City Health Monitoring Operation Management System	1
Correction to: Improved Butterfly Optimization Algorithm for Data Placement and Scheduling in Edge Computing Environments	1
A Reliable Large Distributed Object Store Based Platform for Collecting Event Metadata	1
Machine Learning Method with Applications in Hardware Security of Post-Quantum Cryptography	1
Computing Resources Scalability Performance Analysis in Cloud Computing Data Center	1
Improving Dynamic Placement of Virtual Machines in Cloud Data Centers Based on Open-Source Development Model Algorithm	1
Analysis of Mobile Communication Network Architecture Based on SDN	1
A Pilot Applied Physics Grid Computing Infrastructure for Developing Applications Predicting the Qualities of Industrial Coatings	1
Interfering Spatiotemporal Features and Causes of Bus Bunching using Empirical GPS Trajectory Data	1
Enhancement of Cloud-native applications with Autonomic Features	1
Anti-Attack Intrusion Detection Model Based on MPNN and Traffic Spatiotemporal Characteristics	1
Towards Efficient Ensemble Hierarchical Clustering with MapReduce-based Clusters Clustering Technique and the Innovative Similarity Criterion	1
Quality-related Fault Detection Based on Approximate Kernel Partial Least Squares Method	1
Anomaly Detection in Cloud Computing using Knowledge Graph Embedding and Machine Learning Mechanisms	1
Event-Driven Serverless Pipelines for Video Coding and Quality Metrics	1
Reinforcement Learning in Few-Shot Scenarios: A Survey	1
On-Chain and Off-Chain Data Management for Blockchain-Internet of Things: A Multi-Agent Deep Reinforcement Learning Approach	1
Intrusion Detection using Federated Attention Neural Network for Edge Enabled Internet of Things	1
Contract-based Cooperative Computation and Communication Resources Sharing in Mobile Edge Computing	1
A Novel Approach to Cloud Resource Management: Hybrid Machine Learning and Task Scheduling	1
AI-Driven Task Scheduling Strategy with Blockchain Integration for Edge Computing	1
SLA-based Multi-dimensional Trust Model for Fog Computing Environments	1
Blockchain Assisted Cloud Security and Privacy Preservation using Hybridized Encryption and Deep Learning Mechanism in IoT-Healthcare Application	1
Efficient Data Offloading Using Markovian Decision on State Reward Action in Edge Computing	1
A Bibliometric Analysis of Convergence of Artificial Intelligence and Blockchain for Edge of Things	1
Building a Performance Efficient Core Banking System Based on the Microservices Architecture	1