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 2021-12-01 to 2025-12-01.)

Article	Citations
Proof: Pre-Training Model of Malware Family Classification Based on Active Defense	72
Container Session Level Traffic Prediction From Network Interface Usage	67
Energy Allocation for Vehicle-to-Grid Settings: A Low-Cost Proposal Combining DRL and VNE	58
Hotspot Mitigation for Mobile Edge Computing	55
Cost Efficient Sensor Positions Determination For Human Activity Recognition	55
Carbon Emission Quantification of Machine Learning: A Review	54
Dynamic State Estimation for Synchronous Generator With Communication Constraints: An Improved Regularized Particle Filter Approach	51
A Prototype-Empowered Kernel-Varying Convolutional Model for Imbalanced Sea State Estimation in IoT-Enabled Autonomous Ship	46
Profit Maximization in a Federated Cloud by Optimal Workload Management and Server Speed Setting	45
Oracle Based Privacy-Preserving Cross-Domain Authentication Scheme	42
Constrained Multiobjective Optimization for UAV-Assisted Mobile Edge Computing in Smart Agriculture: Minimizing Delay and Energy Consumption	38
Boosting Research for Carbon Neutral on Edge UWB Nodes Integration Communication Localization Technology of IoV	37
Energy-Aware Real-Time Tasks Processing for FPGA-Based Heterogeneous Cloud	36
A Distributed Data-Driven and Machine Learning Method for High-Level Causal Analysis in Sustainable IoT Systems	34
Binary Search-Based Fast Scheduling Algorithms for Reliability-Aware Energy-Efficient Task Graph Scheduling With Fault Tolerance	33
Tensor and Minimum Connected Dominating Set Based Confident Information Coverage Reliability Evaluation for IoT	33
Understanding Container-Based Services Under Software Aging: Dependability and Performance Views	33
Energy-Efficient Shop Scheduling Using Space-Cooperation Multi-Objective Optimization	32
A Hybrid Accuracy- and Energy-Aware Human Activity Recognition Model in IoT Environment	32
Impacts of Increasing Temperature and Relative Humidity in Air-Cooled Tropical Data Centers	29
A TEG-Based Non-Intrusive Ultrasonic System for Autonomous Water Flow Rate Measurement	29
A Deep Policy Dynamic Programming Based Intelligent Data Routing Scheme for IoT-Enabled Wireless Sensor Networks	29
Restoration-Aware Sleep Scheduling Framework in Energy Harvesting Internet of Things: A Deep Reinforcement Learning Approach	27
Reliability/Performance-Aware Scheduling for Parallel Applications With Energy Constraints on Heterogeneous Computing Systems	26
Using Third-Party Auditor to Help Federated Learning: An Efficient Byzantine-Robust Federated Learning	25

Optimization of Data and Energy Migrations in Mini Data Centers for Carbon-Neutral Computing	25
REPFS: Reliability-Ensured Personalized Function Scheduling in Sustainable Serverless Edge Computing	24
A Fast Heuristic for Improving the Energy Efficiency of Asymmetric VFI-Based Manycore Systems	24
Data Center Sustainability: Revisits and Outlooks	23
A Fog-Centric Secure Cloud Storage Scheme	23
Improving Reliability and Sustainability of Hazard-Aware Cyber-Physical Systems	22
Efficient Data Collection in IoT Networks Using Trajectory Encoded With Geometric Shapes	21
Design Workload Aware Data Collection Technique for IoT-enabled WSNs in Sustainable Smart Cities	21
Emission-Aware Sustainable Energy Provision for 5G and B5G Mobile Networks	20
Enhancing Sustainability in LLM Training: Leveraging Federated Learning and Parameter-Efficient Fine-Tuning	20
Sustaining the Emergency Wireless Infrastructures with Differentiation-Landscape Based Energy Provisioning	20
Advancements in Accelerating Deep Neural Network Inference on AIoT Devices: A Survey	19
A Survey on Machine Learning for Geo-Distributed Cloud Data Center Management	19
Efficient Federated Learning via Adaptive Model Pruning for Internet of Vehicles With a Constrained Latency	19
AOIFF: A Precise Attack Method for PLCs Based on Awareness of Industrial Field Information	18
Energy and Network Aware Workload Management for Geographically Distributed Data Centers	18
Safeguarding Patient Data-Sharing: Blockchain-Enabled Federated Learning in Medical Diagnostics	18
ChestBox: Enabling Fast State Sharing for Stateful Serverless Computing With State Functions	18
CarbonTag: A Browser-Based Method for Approximating Energy Consumption of Online Ads	18
A Study on the Energy Sustainability of Early Exit Networks for Human Activity Recognition	17
Storage Scalability Oriented Segment Allocation Based on Cost Clustering in Sharding Blockchains	17
An Adaptive Energy-Aware Stochastic Task Execution Algorithm in Virtualized Networked Datacenters	17
An Intrusion Detection and Identification System for Internet of Things Networks Using a Hybrid Ensemble Deep Learning Framework	17
Optimal Design and Orchestration of Mobile Edge Computing With Energy Awareness	16
Battery-Aware Workflow Scheduling for Portable Heterogeneous Computing	16
Morph-GCNX: A Universal Architecture for High-Performance and Energy-Efficient Graph Convolutional Network Acceleration	16
Towards Energy-Efficient and Thermal-Aware Data Placement for Storage Clusters	16
A Capacity-Price Game for Uncertain Renewables Resources	16
Evaluating an Application Aware Distributed Dijkstra Shortest Path Algorithm in Hybrid Cloud/Edge Environments	16
Sustainable AI: Emerging Trends, Impacts, and Future Challenges	16
Inference of Distribution Grids Based on Crowdsourced Grid Data and Drone Imagery	16
A Novel Key Agreement Protocol Applying Latin Square for Cloud Data Sharing	16
Towards Privacy-Preserving and Practical Data Trading for Aggregate Statistic	15
CPU Frequency Scaling Optimization in Sustainable Edge Computing	15
Privacy-Preserving Distributed Economic Dispatch for Microgrids Based on Hybrid Privacy Strategies	15
ATOM: AI-Powered Sustainable Resource Management for Serverless Edge Computing Environments	15
Cloud of Things (CoT): Cloud-Fog-IoT Task Offloading for Sustainable Internet of Things	14
A Safe Virtual Machine Scheduling Strategy for Energy Conservation and Privacy Protection of Server Clusters in Cloud Data Centers	14
Adjustable Robust Optimization for Large-Scale Photovoltaics Planning in Smart Distribution Networks	14
Shortest Paths Publishing With Differential Privacy	14
NAAFL: A Non-Authoritative Anarchic Federated Learning for Defending Against Malicious Attacks	14
Dynamic Data Transaction in Crowdsensing Based on Multi-Armed Bandits and Shapley Value	13
DNN-SNN Co-Learning for Sustainable Symbol Detection in 5G Systems on Loihi Chip	13
Analysis of Transceiver RF Impairments on Artificial Noise Suppression in Frequency-Hopping Systems	12
Data-driven Software-based Power Estimation for Embedded Devices	12
An Accuracy-Preserving Neural Network Compression via Tucker Decomposition	12
RMLIM: A Runtime Machine Learning Based Identification Model for Approximate Computing on Data Flow Graphs	12
ARES: Reliable and Sustainable Edge Provisioning for Wireless Sensor Networks	12
On the Robustness of Random Forest Against Untargeted Data Poisoning: An Ensemble-Based Approach	12
Obstacle Adaptive Smooth Path Planning for Mobile Data Collector in the Internet of Things	12

A Survey of FPGA Optimization Methods for Data Center Energy Efficiency	11
A Socially-Aware Dependent Tasks Offloading Strategy in Mobile Edge Computing	11
A Fog-Assisted Framework for Intelligent Video Preprocessing in Cloud-Based Video Surveillance as a Service	11
HPC Data Center Participation in Demand Response: An Adaptive Policy With QoS Assurance	11
2024 Reviewers List^*	11
A Game Theoretic Approach to Computation Offloading Strategy Optimization for Non-cooperative Users in Mobile Edge Computing	11
Blockchain-Based Personalized Federated Learning for Internet of Medical Things	11