OOIR: Observatory of International Research

Papers

(The median citation count of IEEE Transactions on Sustainable Computing is 5. 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 2022-05-01 to 2026-05-01.)

Article	Citations
Profit Maximization in a Federated Cloud by Optimal Workload Management and Server Speed Setting	86
Container Session Level Traffic Prediction From Network Interface Usage	69
Efficient Cluster-Based Knowledge Distillation for Deep Face Recognition	55
Dynamic State Estimation for Synchronous Generator With Communication Constraints: An Improved Regularized Particle Filter Approach	53
Proof: Pre-Training Model of Malware Family Classification Based on Active Defense	47
Energy Allocation for Vehicle-to-Grid Settings: A Low-Cost Proposal Combining DRL and VNE	45
Carbon Emission Quantification of Machine Learning: A Review	42
A Prototype-Empowered Kernel-Varying Convolutional Model for Imbalanced Sea State Estimation in IoT-Enabled Autonomous Ship	41
A Distributed Data-Driven and Machine Learning Method for High-Level Causal Analysis in Sustainable IoT Systems	40
Oracle Based Privacy-Preserving Cross-Domain Authentication Scheme	39
Tensor and Minimum Connected Dominating Set Based Confident Information Coverage Reliability Evaluation for IoT	38
A Reinforcement Learning Framework for UAV Path Planning Automation in Complex Fire and Rescue Environments	38
Boosting Research for Carbon Neutral on Edge UWB Nodes Integration Communication Localization Technology of IoV	35
Binary Search-Based Fast Scheduling Algorithms for Reliability-Aware Energy-Efficient Task Graph Scheduling With Fault Tolerance	34
Nash Bargaining and Coalition-Based Incentives for Federated Learning in Internet of Vehicles	34
Constrained Multiobjective Optimization for UAV-Assisted Mobile Edge Computing in Smart Agriculture: Minimizing Delay and Energy Consumption	33
A Deep Policy Dynamic Programming Based Intelligent Data Routing Scheme for IoT-Enabled Wireless Sensor Networks	31
Energy-Efficient Shop Scheduling Using Space-Cooperation Multi-Objective Optimization	31
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
Restoration-Aware Sleep Scheduling Framework in Energy Harvesting Internet of Things: A Deep Reinforcement Learning Approach	30
Using Third-Party Auditor to Help Federated Learning: An Efficient Byzantine-Robust Federated Learning	30
A TEG-Based Non-Intrusive Ultrasonic System for Autonomous Water Flow Rate Measurement	28
Reliability/Performance-Aware Scheduling for Parallel Applications With Energy Constraints on Heterogeneous Computing Systems	27
REPFS: Reliability-Ensured Personalized Function Scheduling in Sustainable Serverless Edge Computing	27

Impacts of Increasing Temperature and Relative Humidity in Air-Cooled Tropical Data Centers	26
Optimization of Data and Energy Migrations in Mini Data Centers for Carbon-Neutral Computing	26
Design Workload Aware Data Collection Technique for IoT-enabled WSNs in Sustainable Smart Cities	25
Improving Reliability and Sustainability of Hazard-Aware Cyber-Physical Systems	24
Sustaining the Emergency Wireless Infrastructures With Differentiation-Landscape Based Energy Provisioning	24
Data Center Sustainability: Revisits and Outlooks	24
Efficient Data Collection in IoT Networks Using Trajectory Encoded With Geometric Shapes	24
CarbonTag: A Browser-Based Method for Approximating Energy Consumption of Online Ads	23
Importance Aware Undervolting for Robust Neural Network Training	23
Enhancing Sustainability in LLM Training: Leveraging Federated Learning and Parameter-Efficient Fine-Tuning	23
Efficient Federated Learning via Adaptive Model Pruning for Internet of Vehicles With a Constrained Latency	22
A Survey on Machine Learning for Geo-Distributed Cloud Data Center Management	22
Safeguarding Patient Data-Sharing: Blockchain-Enabled Federated Learning in Medical Diagnostics	21
Advancements in Accelerating Deep Neural Network Inference on AIoT Devices: A Survey	21
Emission-Aware Sustainable Energy Provision for 5G and B5G Mobile Networks	20
Storage Scalability Oriented Segment Allocation Based on Cost Clustering in Sharding Blockchains	19
A Novel Key Agreement Protocol Applying Latin Square for Cloud Data Sharing	19
Morph-GCNX: A Universal Architecture for High-Performance and Energy-Efficient Graph Convolutional Network Acceleration	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	19
An Intrusion Detection and Identification System for Internet of Things Networks Using a Hybrid Ensemble Deep Learning Framework	19
A Study on the Energy Sustainability of Early Exit Networks for Human Activity Recognition	19
Towards Privacy-Preserving and Practical Data Trading for Aggregate Statistic	17
Privacy-Preserving Distributed Economic Dispatch for Microgrids Based on Hybrid Privacy Strategies	17
A Capacity-Price Game for Uncertain Renewables Resources	17
Sustainable AI: Emerging Trends, Impacts, and Future Challenges	16
CPU Frequency Scaling Optimization in Sustainable Edge Computing	16
Inference of Distribution Grids Based on Crowdsourced Grid Data and Drone Imagery	16
Battery-Aware Workflow Scheduling for Portable Heterogeneous Computing	16
ATOM: AI-Powered Sustainable Resource Management for Serverless Edge Computing Environments	16
Towards Energy-Efficient and Thermal-Aware Data Placement for Storage Clusters	16
A Safe Virtual Machine Scheduling Strategy for Energy Conservation and Privacy Protection of Server Clusters in Cloud Data Centers	16
NAAFL: A Non-Authoritative Anarchic Federated Learning for Defending Against Malicious Attacks	15
On the Robustness of Random Forest Against Untargeted Data Poisoning: An Ensemble-Based Approach	15
Data-driven Software-based Power Estimation for Embedded Devices	15
Adjustable Robust Optimization for Large-Scale Photovoltaics Planning in Smart Distribution Networks	14
Dynamic Data Transaction in Crowdsensing Based on Multi-Armed Bandits and Shapley Value	14
DNN-SNN Co-Learning for Sustainable Symbol Detection in 5G Systems on Loihi Chip	14
Shortest Paths Publishing With Differential Privacy	14
A Game Theoretic Approach to Computation Offloading Strategy Optimization for Non-cooperative Users in Mobile Edge Computing	14
Obstacle Adaptive Smooth Path Planning for Mobile Data Collector in the Internet of Things	14
ARES: Reliable and Sustainable Edge Provisioning for Wireless Sensor Networks	13
A Fog-Assisted Framework for Intelligent Video Preprocessing in Cloud-Based Video Surveillance as a Service	13
Analysis of Transceiver RF Impairments on Artificial Noise Suppression in Frequency-Hopping Systems	13
2024 Reviewers List^*	12
An Accuracy-Preserving Neural Network Compression via Tucker Decomposition	12
DRLCAP: Runtime GPU Frequency Capping With Deep Reinforcement Learning	12
Blockchain-Based Personalized Federated Learning for Internet of Medical Things	12
A Survey of FPGA Optimization Methods for Data Center Energy Efficiency	12
2023 Reviewers List	11

Dynamic Slack-Sharing Learning Technique With DVFS for Real-Time Systems	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
Reliability-Driven SOP Siting and Sizing under Multi-Line Failure Scenarios in Resource-Complementary Island Microgrids	11
Distributed Economic Dispatch in Power Networks Incorporating Data Center Flexibility	10
Exploring the Impacts of Power Grid Signals on Data Center Operations Using a Receding-Horizon Scheduling Model	10
MERIT: A Sustainable DNN Accelerator Design With Photonic Phase-Change Memory	10
Clustering-Based Energy Efficient Task Offloading for Sustainable Fog Computing	10
Improved AFSA-Based Energy-Aware Content Caching Strategy for UAV-Assisted VEC	10
Low-Carbon Mixed Traffic Route Recommendation for Community Residents Based on Multilayer Complex Traffic Network	10
iClean: An Intelligent Industrial IoT Framework for Automatic Sustainable Air Quality Monitoring	10
Semantic Communication-Based Low-Carbon Sustainable Framework for Person Re-Identification	10
SCROOGEVM: Boosting Cloud Resource Utilization With Dynamic Oversubscription	10
Distributed Energy Bank Optimization Towards Outage Aware Sustainable Cellular Networks	10
OceanCrowd: Vessel Trajectory Data-Based Participant Selection for Mobile Crowd Sensing in Ocean Observation	10
CFWS: DRL-Based Framework for Energy Cost and Carbon Footprint Optimization in Cloud Data Centers	10
Enhancing State Retention With Energy-Efficient Memory Tracing in Intermittent Systems	10
Load-Balanced Topology Rebuilding for Disconnected Wireless Sensor Networks With Delay Constraint	10
Fast Human-in-the-Loop Control for HVAC Systems via Meta-Learning and Model-Based Offline Reinforcement Learning	9
Towards Sustainable Trust: A Practical SGX Aided Anonymous Reputation System	9
Heterogeneous Ensemble Federated Learning With GAN-Based Privacy Preservation	9
Application Specific Approximate Behavioral Processor	9
Chunk-based Distributed Tensor-Train Decomposition Methods for Cyber-Physical-Social Intelligence	9
Accurate Prediction of Workloads and Resources With Multi-Head Attention and Hybrid LSTM for Cloud Data Centers	9
Secure and Sustainable Framework for Cattle Recognition Using Wireless Multimedia Networks and Machine Learning Techniques	9
FedUP: Federated Unlearning With Prototypes	9
FedFusionQuant (FFQ): Federated Learning With Feature Fusion and Model Quantisation for Human Activity Recognition Using CSI	8
ESPP: Efficient Sector-Based Charging Scheduling and Path Planning for WRSNs With Hexagonal Topology	8
Adaptive Mobile Chargers Scheduling Scheme Based on AHP-MCDM for WRSN	8
Sustainable and Efficient Fog-Assisted IoT Cloud Based Data Collection and Delivery for Smart Cities	8
Transferable Tree-Based Ensemble Model for Non-Intrusive Load Monitoring	8
Phoenix: A Live Upgradable Blockchain Client	8
BEExformer: A Fast Inferencing Binarized Transformer With Early Exits	8
On the Effects of Transmit Power Control on Multi Carrier LAA-WiFi Coexistence	8
Speed up Federated Unlearning With Temporary Local Models	8
Cost-Effective Edge Server Network Design in Mobile Edge Computing Environment	8
Energy-Aware VM Consolidation Using Similarity-Driven Intelligence in Green Cloud Environments	8
Power-Efficient and Aging-Aware Primary/Backup Technique for Heterogeneous Embedded Systems	8
Leveraging Customized Heterogeneous Batteries to Alleviate Low Battery Experience for Mobile Users	8
Privacy-Preserving Electricity Data Classification Scheme Based on CNN Model With Fully Homomorphism	7
A Novel Resource Management Framework for Blockchain-Based Federated Learning in IoT Networks	7
ENF-S: An Evolutionary-Neuro-Fuzzy Multi-Objective Task Scheduler for Heterogeneous Multi-Core Processors	7
Energy-Efficient Computation Offloading for Static and Dynamic Applications in Hybrid Mobile Edge Cloud System	7
MoTiCPS: Energy Optimization on Multi-Objective Task Scheduling in IoT-Integrated Cyber-Physical Systems	7
Lightweight Online Scheduling for Home Energy Management Systems Under Uncertainty	7
Staged Noise Perturbation for Privacy-Preserving Federated Learning	7
APPARENT: AI-Powered Platform Anomaly Detection in Edge Computing	7
FedTCTF: Tensor Completion-Based Federated Learning for Device Heterogeneity	7
The Impact of Green Feedback on Users’ Software Usage	7
A Stochastic Approach to Determine the Optimal Number of Servers for Reliable and Energy Efficient Operation of Data Centers	7
Resource Efficient Edge Computing Infrastructure for Video Surveillance	7
A Modular Co-Simulation Platform for Comparing Flexibility Solutions in District Heating Under Variable Operating Conditions	7
Performance Analysis of Hybrid RF/VLC Energy Harvested Terrestrial-Underwater System	7
Non-Interactive DSSE for Medical Data Sharing With Forward and Backward Privacy	7
A Robust and Privacy-Aware Federated Learning Framework for Non-Intrusive Load Monitoring	6
2022 Reviewers List	6
Situation-Aware Orchestration of Resource Allocation and Task Scheduling for Collaborative Rendering in IoT Visualization	6
Energy-Aware DRL-Based Dual-Perception Fountain Codes for Resource-Constrained UASNs	6
GaSaver: A Static Analysis Tool for Saving Gas	6
Edge-Enhanced QoS Aware Compression Learning for Sustainable Data Stream Analytics	6
Green Energy Forecast-Based Bi-Objective Scheduling of Tasks Across Distributed Clouds	6
WaWoR: Wasted Work Reduction During Snapshotting in EH-WSNs	6
Guest Editorial: Special Section on Intersection of Computing and Communication Technologies With Energy Systems	6
Multi-Type Charging Scheduling Based on Area Requirement Difference for Wireless Rechargeable Sensor Networks	6
Working Smarter Not Harder: Hybrid Cooling for Deep Learning in Edge Datacenters	6
Unsupervised Multi-Target Cross-Service Log Anomaly Detection	5
Renewable Energy in Data Centers: The Dilemma of Electrical Grid Dependency and Autonomy Costs	5
Dynamic Outsourced Data Audit Scheme for Merkle Hash Grid-Based Fog Storage With Privacy-Preserving	5
ETHoS: Energy-Aware Traffic Engineering for Sustainable Hybrid SDN	5
Adaptive Load Balancing in Vehicular Edge Computing Using Deep Reinforcement Learning and Model Compression	5
LPPCM: A Low-Cost Package Pickup Covering Mechanism for Cooperative Express Services	5
CloudProphet: A Machine Learning-Based Performance Prediction for Public Clouds	5
SecureNoC: A Learning-Enabled, High-Performance, Energy-Efficient, and Secure On-Chip Communication Framework Design	5
Sustainable Serverless Computing with Cold-start Optimization and Automatic Workflow Resource Scheduling	5
Computation Offloading for Energy Efficiency Maximization of Sustainable Energy Supply Network in IIoT	5
Defect Prediction via Tree-Based Encoding with Hybrid Granularity for Software Sustainability	5
Dynamic Event-Triggered State Estimation for Power Harmonics With Quantization Effects: A Zonotopic Set-Membership Approach	5
Energy Use in Quantum Data Centers: Scaling the Impact of Computer Architecture, Qubit Performance, Size, and Thermal Parameters	5