OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Transactions on Sustainable Computing is 11. 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 2022-06-01 to 2026-06-01.)

Article	Citations
Profit Maximization in a Federated Cloud by Optimal Workload Management and Server Speed Setting	92
Container Session Level Traffic Prediction From Network Interface Usage	71
Efficient Cluster-Based Knowledge Distillation for Deep Face Recognition	58
Energy Allocation for Vehicle-to-Grid Settings: A Low-Cost Proposal Combining DRL and VNE	54
Proof: Pre-Training Model of Malware Family Classification Based on Active Defense	48
Dynamic State Estimation for Synchronous Generator With Communication Constraints: An Improved Regularized Particle Filter Approach	45
A Prototype-Empowered Kernel-Varying Convolutional Model for Imbalanced Sea State Estimation in IoT-Enabled Autonomous Ship	43
A Distributed Data-Driven and Machine Learning Method for High-Level Causal Analysis in Sustainable IoT Systems	42
Carbon Emission Quantification of Machine Learning: A Review	42
Binary Search-Based Fast Scheduling Algorithms for Reliability-Aware Energy-Efficient Task Graph Scheduling With Fault Tolerance	39
A Reinforcement Learning Framework for UAV Path Planning Automation in Complex Fire and Rescue Environments	39
Tensor and Minimum Connected Dominating Set Based Confident Information Coverage Reliability Evaluation for IoT	38
MAPPO-Driven Task Quality Optimization with Wireless Energy Transfer in Multi-UAV MEC-Enabled IoT Networks	36
Information Density as a Quantitative Measure for AI-enabled Virtual Sensing: Feasibility and Limits	35
Nash Bargaining and Coalition-Based Incentives for Federated Learning in Internet of Vehicles	34
Oracle Based Privacy-Preserving Cross-Domain Authentication Scheme	34
Boosting Research for Carbon Neutral on Edge UWB Nodes Integration Communication Localization Technology of IoV	34
Energy-Efficient Shop Scheduling Using Space-Cooperation Multi-Objective Optimization	33
Constrained Multiobjective Optimization for UAV-Assisted Mobile Edge Computing in Smart Agriculture: Minimizing Delay and Energy Consumption	33
Enhancing Multi-Step Solar Irradiance Forecasting through TVF-EMD-AWNN: a Time-Varying Hybrid Framework for PV Power Plant	32
Understanding Container-Based Services Under Software Aging: Dependability and Performance Views	31
A Hybrid Accuracy- and Energy-Aware Human Activity Recognition Model in IoT Environment	31
A Deep Policy Dynamic Programming Based Intelligent Data Routing Scheme for IoT-Enabled Wireless Sensor Networks	30
Using Third-Party Auditor to Help Federated Learning: An Efficient Byzantine-Robust Federated Learning	28
Restoration-Aware Sleep Scheduling Framework in Energy Harvesting Internet of Things: A Deep Reinforcement Learning Approach	28

Optimization of Data and Energy Migrations in Mini Data Centers for Carbon-Neutral Computing	27
A TEG-Based Non-Intrusive Ultrasonic System for Autonomous Water Flow Rate Measurement	27
Reliability/Performance-Aware Scheduling for Parallel Applications With Energy Constraints on Heterogeneous Computing Systems	26
REPFS: Reliability-Ensured Personalized Function Scheduling in Sustainable Serverless Edge Computing	26
EnFed: An Energy-aware Federated Learning in Resource Constrained Environments for Human Activity Recognition	26
Impacts of Increasing Temperature and Relative Humidity in Air-Cooled Tropical Data Centers	25
Improving Reliability and Sustainability of Hazard-Aware Cyber-Physical Systems	24
Design Workload Aware Data Collection Technique for IoT-enabled WSNs in Sustainable Smart Cities	24
Data Center Sustainability: Revisits and Outlooks	24
Robust Multi-Level Forecast-Based Anomaly Detection for Smart Grid Overload Attacks	23
Efficient Data Collection in IoT Networks Using Trajectory Encoded With Geometric Shapes	22
CarbonTag: A Browser-Based Method for Approximating Energy Consumption of Online Ads	22
Sustaining the Emergency Wireless Infrastructures With Differentiation-Landscape Based Energy Provisioning	22
Enhancing Sustainability in LLM Training: Leveraging Federated Learning and Parameter-Efficient Fine-Tuning	21
Efficient Federated Learning via Adaptive Model Pruning for Internet of Vehicles With a Constrained Latency	21
Emission-Aware Sustainable Energy Provision for 5G and B5G Mobile Networks	21
Importance Aware Undervolting for Robust Neural Network Training	21
Safeguarding Patient Data-Sharing: Blockchain-Enabled Federated Learning in Medical Diagnostics	21
A Survey on Machine Learning for Geo-Distributed Cloud Data Center Management	20
ITD-Aware CPU Power Modeling to Identify Peak-Efficiency Thermal Regions for Sustainable Data Center Operation	20
Advancements in Accelerating Deep Neural Network Inference on AIoT Devices: A Survey	20
Storage Scalability Oriented Segment Allocation Based on Cost Clustering in Sharding Blockchains	19
AOIFF: A Precise Attack Method for PLCs Based on Awareness of Industrial Field Information	18
ChestBox: Enabling Fast State Sharing for Stateful Serverless Computing With State Functions	17
A Capacity-Price Game for Uncertain Renewables Resources	17
A Study on the Energy Sustainability of Early Exit Networks for Human Activity Recognition	17
Privacy-Preserving Distributed Economic Dispatch for Microgrids Based on Hybrid Privacy Strategies	17
An Intrusion Detection and Identification System for Internet of Things Networks Using a Hybrid Ensemble Deep Learning Framework	17
A Novel Key Agreement Protocol Applying Latin Square for Cloud Data Sharing	17
Morph-GCNX: A Universal Architecture for High-Performance and Energy-Efficient Graph Convolutional Network Acceleration	17
Inference of Distribution Grids Based on Crowdsourced Grid Data and Drone Imagery	16
Towards Privacy-Preserving and Practical Data Trading for Aggregate Statistic	16
ATOM: AI-Powered Sustainable Resource Management for Serverless Edge Computing Environments	16
Sustainable AI: Emerging Trends, Impacts, and Future Challenges	15
Battery-Aware Workflow Scheduling for Portable Heterogeneous Computing	15
Towards Energy-Efficient and Thermal-Aware Data Placement for Storage Clusters	15
CPU Frequency Scaling Optimization in Sustainable Edge Computing	15
Dynamic Data Transaction in Crowdsensing Based on Multi-Armed Bandits and Shapley Value	14
Obstacle Adaptive Smooth Path Planning for Mobile Data Collector in the Internet of Things	14
A Safe Virtual Machine Scheduling Strategy for Energy Conservation and Privacy Protection of Server Clusters in Cloud Data Centers	14
NAAFL: A Non-Authoritative Anarchic Federated Learning for Defending Against Malicious Attacks	14
Shortest Paths Publishing With Differential Privacy	14
DNN-SNN Co-Learning for Sustainable Symbol Detection in 5G Systems on Loihi Chip	13
Adjustable Robust Optimization for Large-Scale Photovoltaics Planning in Smart Distribution Networks	13
Data-driven Software-based Power Estimation for Embedded Devices	13
A Survey of FPGA Optimization Methods for Data Center Energy Efficiency	12
On the Robustness of Random Forest Against Untargeted Data Poisoning: An Ensemble-Based Approach	12
A Fog-Assisted Framework for Intelligent Video Preprocessing in Cloud-Based Video Surveillance as a Service	12
Analysis of Transceiver RF Impairments on Artificial Noise Suppression in Frequency-Hopping Systems	12
A Game Theoretic Approach to Computation Offloading Strategy Optimization for Non-cooperative Users in Mobile Edge Computing	12

Blockchain-Based Personalized Federated Learning for Internet of Medical Things	11
DRLCAP: Runtime GPU Frequency Capping With Deep Reinforcement Learning	11
Preserving Link Privacy in Uncertain Directed Social Graphs With Formal Guarantees	11
A Socially-Aware Dependent Tasks Offloading Strategy in Mobile Edge Computing	11
An Accuracy-Preserving Neural Network Compression via Tucker Decomposition	11
Reliability-Driven SOP Siting and Sizing under Multi-Line Failure Scenarios in Resource-Complementary Island Microgrids	11
Load-Balanced Topology Rebuilding for Disconnected Wireless Sensor Networks With Delay Constraint	11
2023 Reviewers List	11
Dynamic Slack-Sharing Learning Technique With DVFS for Real-Time Systems	11
2024 Reviewers List^*	11
ARES: Reliable and Sustainable Edge Provisioning for Wireless Sensor Networks	11
Low-Carbon Mixed Traffic Route Recommendation for Community Residents Based on Multilayer Complex Traffic Network	11