Multi-model deep learning for cloud resources prediction to support proactive workflow adaptation

Mathematics

• Multi-model 100%
• Work Flow 96%
• Resources 62%
• Learning 60%
• Prediction 53%
• Quality of Service 18%
• Prediction Model 15%
• Evaluate 14%
• Scientific Workflow 12%
• Forecast 7%
• Machine Learning 6%
• High Accuracy 6%
• Monitoring 6%
• Predict 5%
• Entire 5%
• Requirements 4%
• Experiment 4%
• Metric 4%
• Model 3%
• Series 3%
• Demonstrate 3%

Business & Economics

• Deep Learning 91%
• Prediction 54%
• Resources 42%
• Resource Utilization 19%
• Prediction Model 16%
• Scientific Workflow 16%
• Quality of Service 14%
• Resource Scarcity 13%
• Learning Model 12%
• Machine Learning 10%
• Violations 7%
• Guarantee 6%
• Monitoring 6%
• Experiment 5%

Engineering & Materials Science

• Deep learning 59%
• Quality of service 20%
• Machine learning 9%
• Monitoring 7%
• Experiments 4%