OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Transactions on Sustainable Computing is 12. 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
Container Session Level Traffic Prediction From Network Interface Usage	105
Proof: Pre-Training Model of Malware Family Classification Based on Active Defense	74
Efficient Cluster-Based Knowledge Distillation for Deep Face Recognition	62
A Prototype-Empowered Kernel-Varying Convolutional Model for Imbalanced Sea State Estimation in IoT-Enabled Autonomous Ship	56
Energy Allocation for Vehicle-to-Grid Settings: A Low-Cost Proposal Combining DRL and VNE	53
Dynamic State Estimation for Synchronous Generator With Communication Constraints: An Improved Regularized Particle Filter Approach	49
Carbon Emission Quantification of Machine Learning: A Review	48
A Distributed Data-Driven and Machine Learning Method for High-Level Causal Analysis in Sustainable IoT Systems	46
Tensor and Minimum Connected Dominating Set Based Confident Information Coverage Reliability Evaluation for IoT	45
Boosting Research for Carbon Neutral on Edge UWB Nodes Integration Communication Localization Technology of IoV	44
A Reinforcement Learning Framework for UAV Path Planning Automation in Complex Fire and Rescue Environments	39
Information Density as a Quantitative Measure for AI-Enabled Virtual Sensing: Feasibility and Limits	39
Nash Bargaining and Coalition-Based Incentives for Federated Learning in Internet of Vehicles	38
Flying over Dynamism: Predictive Intelligence and Evolutionary Optimization for Multi-UAV Crowdsensing	37
Constrained Multiobjective Optimization for UAV-Assisted Mobile Edge Computing in Smart Agriculture: Minimizing Delay and Energy Consumption	37
MAPPO-Driven Task Quality Optimization With Wireless Energy Transfer in Multi-UAV MEC-Enabled IoT Networks	37
Binary Search-Based Fast Scheduling Algorithms for Reliability-Aware Energy-Efficient Task Graph Scheduling With Fault Tolerance	37
Oracle Based Privacy-Preserving Cross-Domain Authentication Scheme	35
Energy-Efficient Shop Scheduling Using Space-Cooperation Multi-Objective Optimization	33
A Deep Policy Dynamic Programming Based Intelligent Data Routing Scheme for IoT-Enabled Wireless Sensor Networks	32
Understanding Container-Based Services Under Software Aging: Dependability and Performance Views	32
A Hybrid Accuracy- and Energy-Aware Human Activity Recognition Model in IoT Environment	31
Enhancing Multi-Step Solar Irradiance Forecasting through TVF-EMD-AWNN: a Time-Varying Hybrid Framework for PV Power Plant	31
Restoration-Aware Sleep Scheduling Framework in Energy Harvesting Internet of Things: A Deep Reinforcement Learning Approach	31
A TEG-Based Non-Intrusive Ultrasonic System for Autonomous Water Flow Rate Measurement	30

EnFed: An Energy-Aware Federated Learning in Resource Constrained Environments for Human Activity Recognition	30
Optimization of Data and Energy Migrations in Mini Data Centers for Carbon-Neutral Computing	29
REPFS: Reliability-Ensured Personalized Function Scheduling in Sustainable Serverless Edge Computing	29
Using Third-Party Auditor to Help Federated Learning: An Efficient Byzantine-Robust Federated Learning	28
Design Workload Aware Data Collection Technique for IoT-enabled WSNs in Sustainable Smart Cities	27
Impacts of Increasing Temperature and Relative Humidity in Air-Cooled Tropical Data Centers	27
Data Center Sustainability: Revisits and Outlooks	26
Improving Reliability and Sustainability of Hazard-Aware Cyber-Physical Systems	26
Robust Multi-Level Forecast-Based Anomaly Detection for Smart Grid Overload Attacks	26
Efficient Data Collection in IoT Networks Using Trajectory Encoded With Geometric Shapes	25
Importance Aware Undervolting for Robust Neural Network Training	24
Sustaining the Emergency Wireless Infrastructures With Differentiation-Landscape Based Energy Provisioning	24
Emission-Aware Sustainable Energy Provision for 5G and B5G Mobile Networks	24
ITD-Aware CPU Power Modeling to Identify Peak-Efficiency Thermal Regions for Sustainable Data Center Operation	22
Efficient Federated Learning via Adaptive Model Pruning for Internet of Vehicles With a Constrained Latency	22
Advancements in Accelerating Deep Neural Network Inference on AIoT Devices: A Survey	21
A Survey on Machine Learning for Geo-Distributed Cloud Data Center Management	20
Enhancing Sustainability in LLM Training: Leveraging Federated Learning and Parameter-Efficient Fine-Tuning	20
Safeguarding Patient Data-Sharing: Blockchain-Enabled Federated Learning in Medical Diagnostics	19
Storage Scalability Oriented Segment Allocation Based on Cost Clustering in Sharding Blockchains	19
CarbonTag: A Browser-Based Method for Approximating Energy Consumption of Online Ads	19
A Study on the Energy Sustainability of Early Exit Networks for Human Activity Recognition	19
A Novel Key Agreement Protocol Applying Latin Square for Cloud Data Sharing	19
ChestBox: Enabling Fast State Sharing for Stateful Serverless Computing With State Functions	19
AOIFF: A Precise Attack Method for PLCs Based on Awareness of Industrial Field Information	18
Towards Energy-Efficient and Thermal-Aware Data Placement for Storage Clusters	17
Morph-GCNX: A Universal Architecture for High-Performance and Energy-Efficient Graph Convolutional Network Acceleration	17
Towards Privacy-Preserving and Practical Data Trading for Aggregate Statistic	17
An Intrusion Detection and Identification System for Internet of Things Networks Using a Hybrid Ensemble Deep Learning Framework	17
Privacy-Preserving Distributed Economic Dispatch for Microgrids Based on Hybrid Privacy Strategies	17
Sustainable AI: Emerging Trends, Impacts, and Future Challenges	16
Adjustable Robust Optimization for Large-Scale Photovoltaics Planning in Smart Distribution Networks	16
CPU Frequency Scaling Optimization in Sustainable Edge Computing	16
On the Robustness of Random Forest Against Untargeted Data Poisoning: An Ensemble-Based Approach	16
Battery-Aware Workflow Scheduling for Portable Heterogeneous Computing	16
ATOM: AI-Powered Sustainable Resource Management for Serverless Edge Computing Environments	16
DNN-SNN Co-Learning for Sustainable Symbol Detection in 5G Systems on Loihi Chip	15
NAAFL: A Non-Authoritative Anarchic Federated Learning for Defending Against Malicious Attacks	15
A Safe Virtual Machine Scheduling Strategy for Energy Conservation and Privacy Protection of Server Clusters in Cloud Data Centers	14
Shortest Paths Publishing With Differential Privacy	14
Obstacle Adaptive Smooth Path Planning for Mobile Data Collector in the Internet of Things	14
Data-driven Software-based Power Estimation for Embedded Devices	13
An Accuracy-Preserving Neural Network Compression via Tucker Decomposition	13
KORDI: A Framework for Real-Time Performance and Cost Optimization of Apache Spark	13
A Fog-Assisted Framework for Intelligent Video Preprocessing in Cloud-Based Video Surveillance as a Service	13
ARES: Reliable and Sustainable Edge Provisioning for Wireless Sensor Networks	13
Blockchain-Based Personalized Federated Learning for Internet of Medical Things	13
2024 Reviewers List^*	13
A Game Theoretic Approach to Computation Offloading Strategy Optimization for Non-cooperative Users in Mobile Edge Computing	13
A Survey of FPGA Optimization Methods for Data Center Energy Efficiency	13

Analysis of Transceiver RF Impairments on Artificial Noise Suppression in Frequency-Hopping Systems	13
DRLCAP: Runtime GPU Frequency Capping With Deep Reinforcement Learning	12
Low-Carbon Mixed Traffic Route Recommendation for Community Residents Based on Multilayer Complex Traffic Network	12
Dynamic Slack-Sharing Learning Technique With DVFS for Real-Time Systems	12
A Socially-Aware Dependent Tasks Offloading Strategy in Mobile Edge Computing	12
Preserving Link Privacy in Uncertain Directed Social Graphs With Formal Guarantees	12
Reliability-Driven SOP Siting and Sizing Under Multi-Line Failure Scenarios in Resource-Complementary Island Microgrids	12
2023 Reviewers List	12