Analysis of Large Heterogeneous Repairable System Reliability Data With Static System Attributes and Dynamic Sensor Measurement in Big Data Environment

Mathematics

• Heterogeneous Systems 100%
• Repairable System 88%
• System Reliability 84%
• Sensor 77%
• Attribute 63%
• Covariates 55%
• Data Locality 40%
• Data Storage 32%
• Random Forest 32%
• Storage System 31%
• Sensing 30%
• Uniform Consistency 29%
• Non-homogeneous Poisson Process 29%
• Model Specification 29%
• Selection Model 28%
• Reliability Analysis 27%
• Distributed Systems 25%
• Nonparametric Estimator 24%
• Parametric Model 23%
• Integrate 23%
• Categorical or nominal 21%
• Data analysis 19%
• Model-based 19%
• Methodology 16%
• Numerical Examples 13%
• Estimator 13%
• Invariant 12%

Engineering & Materials Science

• Big data 59%
• Random forests 34%
• Sensors 33%
• Reliability analysis 33%
• Engineers 23%
• Specifications 21%
• Data storage equipment 20%