GLEE: GPR-based Latent Effect Elimination for Performance Prediction of Big Data Transfer

Keyphrases

• Performance Prediction 100%
• Regression-based Method 100%
• Gaussian Process Regression 100%
• Big Data Transfer 100%
• Latent Effects 100%
• Prediction Accuracy 66%
• Bandwidth Utilization 66%
• Performance Measurement 66%
• Large-scale Application 33%
• Scientific Domain 33%
• Network Manager 33%
• Machine Learning 33%
• Automatically Identify 33%
• Promising Solutions 33%
• Resource Utilization 33%
• Science Application 33%
• Bandwidth Resources 33%
• Resource Management 33%
• High-speed Networks 33%
• Prediction Method 33%
• Training Data 33%
• Data-driven Methods 33%
• Geographical Location 33%
• Bandwidth Reservation 33%
• Optimizing Resources 33%
• Intrinsic Noise 33%
• Achievable Throughput 33%
• Advance Bandwidth Reservation 33%
• OSCAR 33%
• High Dynamic 33%
• Using Performance 33%
• Prediction Skill 33%
• Training Quality 33%
• Business Domain 33%
• Guaranteed Bandwidth 33%
• Industry Domain 33%

Computer Science

• Big Data 100%
• Bandwidth Reservation 66%
• Prediction Accuracy 66%
• Network Manager 33%
• Machine Learning 33%
• Training Data 33%
• Resource Utilisation 33%
• Performance Network 33%
• Bandwidth Utilization 33%
• Geographical Location 33%
• Business Domain 33%
• Guaranteed Bandwidth 33%