Latest Research in Cloud Computing and Resource Management

Top Research Topics in Cloud Computing and Resource Management

• Distributed, Parallel, and Cluster Computing — 11 papers
• Cloud Computing and Resource Management — 9 papers
• Adversarial Robustness in Machine Learning — 3 papers
• Age of Information Optimization — 3 papers
• Systems and Control — 2 papers
• Performance — 2 papers
• IoT and Edge/Fog Computing — 2 papers
• Networking and Internet Architecture — 2 papers
• Advanced Data Storage Technologies — 1 papers
• Energy Load and Power Forecasting — 1 papers

Highest-Cited Papers

1. Asymmetric virtual machine replacement: a multi-objective optimization approach for energy efficiency in cloud data centers
2. Grid Long Short‐Term Memory With Recurrent Neural Network and Multi‐Objective Based Task Scheduling in Cloud Computing
3. Replication-Aware Placement of Functions and Data in the Edge-Cloud Continuum
4. PRIOR-I/O: Real-time Performance Improvement through Dynamic Resource Allocation for Virtual I/O
5. CATS: A Carbon-Aware Task Simulator for Reducing AI Data Center Emissions
6. Combined approach for task scheduling in cloud computing systems using meta-heuristic algorithms and virtual machine migration
7. Adaptive Data Compression Algorithm of Consumption Data Based on Cloud-Edge Collaboration and Q-Learning
8. GreenDirector: carbon- and water-aware workload placement for sustainable computing
9. MCRL2: Multi-resource Cross-attention-based Representation Learning-augmented Reinforcement Learning for Cloud Microservice Scheduling
10. Spatial LLM Workload Shifting Needs Foresight: Model Commitment for AI Data Center Operation under Power Grid Constraints
11. Sustainable AI Request Scheduling with Joint Compute, Network, and Power Optimization
12. Intelligent Workflow Scheduling for Energy-efficient and Electricity Price-aware Geo-distributed Cloud Data Center Using a Deep Learning Framework with a Novel Loss Function
13. Dual-Layer Over-the-Air Federated Learning in LEO Satellite Networks: Architecture, Key Technologies and Applications
14. Mathematical Modeling of a Cognitive Continuum Digital Shadow for Large-Scale, Cross-Facility Workflows
15. AI driven workflow scheduling in dynamic edge environments using Jacobi identity based deep neural network and multi criteria optimization
16. UniC: A Unified Automotive Cockpit Domain Management System for Enhanced In-vehicle Infotainment
17. Beyond Scalar Flexibility: From Eligible AI Workloads to Dependable Load Relief
18. Carbon-aware Resource Management for Latency-Sensitive Cloud Computing Environments: A Taxonomy and Future Directions
19. A Technique for Load Shifting Low-latency Applications in Multi-Region Renewables Harvesting via SMT Core Pooling
20. Optimization of dynamic admission control for preemptible cloud services based on TPD-SAC reinforcement learning