Performance Prediction of Big Data Transfer Through Experimental Analysis and Machine Learning

Business & Economics

• Experimental Analysis 100%
• Machine Learning 98%
• Big Data 74%
• Prediction 61%
• Bandwidth 61%
• High Performance 40%
• Performance 28%
• Learning Algorithm 25%
• Performance Measurement 19%
• Network Configuration 14%
• Network Resources 13%
• Prediction Accuracy 13%
• Provisioning 12%
• Transfer Process 12%
• Toolkit 12%
• Reservation 11%
• Throughput 11%
• Schedule 8%
• Resources 6%

Engineering & Materials Science

• Data transfer 75%
• Big data 67%
• Machine learning 54%
• Network performance 36%
• Bandwidth 29%
• Learning algorithms 15%
• Testbeds 9%
• Throughput 6%
• Network protocols 6%