Profiling-Based Big Data Workflow Optimization in a Cross-layer Coupled Design Framework

Mathematics

• Cross-layer 100%
• Work Flow 72%
• Profiling 70%
• Optimization 37%
• Design 31%
• Framework 28%
• Performance 18%
• File System 11%
• Data Storage 9%
• Knowledge Discovery 8%
• Feature Selection 8%
• Parallel Computing 8%
• Engine 7%
• Parameter Tuning 7%
• Stochastic Approximation 7%
• Innovation 6%
• Optimise 6%
• Experimental Results 6%
• Parameter Space 5%
• Data analysis 5%
• Entire 5%
• Minimise 4%
• Influence 4%
• Experiment 4%
• Topology 4%
• Computing 3%
• Range of data 3%
• Subset 3%

Engineering & Materials Science

• Big data 45%
• Parallel processing systems 10%
• Managers 8%
• Data mining 8%
• Tuning 7%
• Feature extraction 7%
• Topology 6%
• Engines 6%
• Data storage equipment 6%
• Experiments 3%