OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Transactions on Sustainable Computing is 10. 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 2021-11-01 to 2025-11-01.)

Article	Citations
Proof: Pre-Training Model of Malware Family Classification Based on Active Defense	72
Cost Efficient Sensor Positions Determination For Human Activity Recognition	67
Profit Maximization in a Federated Cloud by Optimal Workload Management and Server Speed Setting	57
Hotspot Mitigation for Mobile Edge Computing	54
Carbon Emission Quantification of Machine Learning: A Review	53
Dynamic State Estimation for Synchronous Generator With Communication Constraints: An Improved Regularized Particle Filter Approach	52
A Prototype-Empowered Kernel-Varying Convolutional Model for Imbalanced Sea State Estimation in IoT-Enabled Autonomous Ship	50
Container Session Level Traffic Prediction From Network Interface Usage	44
Energy Allocation for Vehicle-to-Grid Settings: A Low-Cost Proposal Combining DRL and VNE	43
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	37
A Distributed Data-Driven and Machine Learning Method for High-Level Causal Analysis in Sustainable IoT Systems	36
Boosting Research for Carbon Neutral on Edge UWB Nodes Integration Communication Localization Technology of IoV	36
Tensor and Minimum Connected Dominating Set Based Confident Information Coverage Reliability Evaluation for IoT	33
Binary Search-Based Fast Scheduling Algorithms for Reliability-Aware Energy-Efficient Task Graph Scheduling With Fault Tolerance	33
Energy-Aware Real-Time Tasks Processing for FPGA-Based Heterogeneous Cloud	32
Understanding Container-Based Services Under Software Aging: Dependability and Performance Views	29
A Hybrid Accuracy- and Energy-Aware Human Activity Recognition Model in IoT Environment	29
Energy-Efficient Shop Scheduling Using Space-Cooperation Multi-Objective Optimization	29
A Deep Policy Dynamic Programming Based Intelligent Data Routing Scheme for IoT-Enabled Wireless Sensor Networks	28
A TEG-Based Non-Intrusive Ultrasonic System for Autonomous Water Flow Rate Measurement	28
Impacts of Increasing Temperature and Relative Humidity in Air-Cooled Tropical Data Centers	27
Restoration-Aware Sleep Scheduling Framework in Energy Harvesting Internet of Things: A Deep Reinforcement Learning Approach	25
REPFS: Reliability-Ensured Personalized Function Scheduling in Sustainable Serverless Edge Computing	25
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	24
Reliability/Performance-Aware Scheduling for Parallel Applications With Energy Constraints on Heterogeneous Computing Systems	24
A Fast Heuristic for Improving the Energy Efficiency of Asymmetric VFI-Based Manycore Systems	23
Improving Reliability and Sustainability of Hazard-Aware Cyber-Physical Systems	22
Design Workload Aware Data Collection Technique for IoT-enabled WSNs in Sustainable Smart Cities	22
A Fog-Centric Secure Cloud Storage Scheme	21
Data Center Sustainability: Revisits and Outlooks	21
CarbonTag: A Browser-Based Method for Approximating Energy Consumption of Online Ads	20
Efficient Data Collection in IoT Networks Using Trajectory Encoded With Geometric Shapes	20
Emission-Aware Sustainable Energy Provision for 5G and B5G Mobile Networks	19
Sustaining the Emergency Wireless Infrastructures with Differentiation-Landscape Based Energy Provisioning	18
Energy and Network Aware Workload Management for Geographically Distributed Data Centers	18
Efficient Federated Learning via Adaptive Model Pruning for Internet of Vehicles With a Constrained Latency	18
Safeguarding Patient Data-Sharing: Blockchain-Enabled Federated Learning in Medical Diagnostics	18
Advancements in Accelerating Deep Neural Network Inference on AIoT Devices: A Survey	18
Enhancing Sustainability in LLM Training: Leveraging Federated Learning and Parameter-Efficient Fine-Tuning	18
A Novel Key Agreement Protocol Applying Latin Square for Cloud Data Sharing	17
ChestBox: Enabling Fast State Sharing for Stateful Serverless Computing With State Functions	17
Storage Scalability Oriented Segment Allocation Based on Cost Clustering in Sharding Blockchains	17
An Intrusion Detection and Identification System for Internet of Things Networks Using a Hybrid Ensemble Deep Learning Framework	17
AOIFF: A Precise Attack Method for PLCs Based on Awareness of Industrial Field Information	17
A Survey on Machine Learning for Geo-Distributed Cloud Data Center Management	17
Morph-GCNX: A Universal Architecture for High-Performance and Energy-Efficient Graph Convolutional Network Acceleration	16
Evaluating an Application Aware Distributed Dijkstra Shortest Path Algorithm in Hybrid Cloud/Edge Environments	16
Optimal Design and Orchestration of Mobile Edge Computing With Energy Awareness	16
A Study on the Energy Sustainability of Early Exit Networks for Human Activity Recognition	16
Inference of Distribution Grids Based on Crowdsourced Grid Data and Drone Imagery	16
An Adaptive Energy-Aware Stochastic Task Execution Algorithm in Virtualized Networked Datacenters	16
Towards Privacy-Preserving and Practical Data Trading for Aggregate Statistic	15
Towards Energy-Efficient and Thermal-Aware Data Placement for Storage Clusters	15
CPU Frequency Scaling Optimization in Sustainable Edge Computing	15
Sustainable AI: Emerging Trends, Impacts, and Future Challenges	15
A Capacity-Price Game for Uncertain Renewables Resources	15
Battery-Aware Workflow Scheduling for Portable Heterogeneous Computing	15
DNN-SNN Co-Learning for Sustainable Symbol Detection in 5G Systems on Loihi Chip	14
ATOM: AI-Powered Sustainable Resource Management for Serverless Edge Computing Environments	14
Shortest Paths Publishing With Differential Privacy	14
Privacy-Preserving Distributed Economic Dispatch for Microgrids Based on Hybrid Privacy Strategies	14
NAAFL: A Non-Authoritative Anarchic Federated Learning for Defending Against Malicious Attacks	13
A Safe Virtual Machine Scheduling Strategy for Energy Conservation and Privacy Protection of Server Clusters in Cloud Data Centers	13
Obstacle Adaptive Smooth Path Planning for Mobile Data Collector in the Internet of Things	12
Adjustable Robust Optimization for Large-Scale Photovoltaics Planning in Smart Distribution Networks	12
Data-driven Software-based Power Estimation for Embedded Devices	12
Cloud of Things (CoT): Cloud-Fog-IoT Task Offloading for Sustainable Internet of Things	12
Dynamic Data Transaction in Crowdsensing Based on Multi-Armed Bandits and Shapley Value	12
On the Robustness of Random Forest Against Untargeted Data Poisoning: An Ensemble-Based Approach	11
ARES: Reliable and Sustainable Edge Provisioning for Wireless Sensor Networks	11
A Game Theoretic Approach to Computation Offloading Strategy Optimization for Non-cooperative Users in Mobile Edge Computing	11
RMLIM: A Runtime Machine Learning Based Identification Model for Approximate Computing on Data Flow Graphs	11
An Accuracy-Preserving Neural Network Compression via Tucker Decomposition	11

A Fog-Assisted Framework for Intelligent Video Preprocessing in Cloud-Based Video Surveillance as a Service	11
Analysis of Transceiver RF Impairments on Artificial Noise Suppression in Frequency-Hopping Systems	11
Blockchain-Based Personalized Federated Learning for Internet of Medical Things	11
HPC Data Center Participation in Demand Response: An Adaptive Policy With QoS Assurance	10
SEED: QoS-Aware Sustainable Energy Distribution in Smart Grid	10
Load-Balanced Topology Rebuilding for Disconnected Wireless Sensor Networks With Delay Constraint	10
A Socially-Aware Dependent Tasks Offloading Strategy in Mobile Edge Computing	10
DRLCAP: Runtime GPU Frequency Capping With Deep Reinforcement Learning	10
Preserving Link Privacy in Uncertain Directed Social Graphs With Formal Guarantees	10
2024 Reviewers List^*	10
A Survey of FPGA Optimization Methods for Data Center Energy Efficiency	10
Dynamic Slack-Sharing Learning Technique With DVFS for Real-Time Systems	10
ARPS: An Autonomic Resource Provisioning and Scheduling Framework for Cloud Platforms	10