Recursive SQL and GPU-support for in-database machine learning

Keyphrases

• Automatic Differentiation 100%
• Data-driven Machine Learning 100%
• Loss Function 66%
• Gradient Descent 66%
• Machine Learning pipelines 66%
• Database Management Systems 66%
• GPU Kernel 66%
• Umbra 66%
• Machine Learning 33%
• Prediction Method 33%
• Prediction Accuracy 33%
• Training Model 33%
• High-throughput 33%
• Maximal Throughput 33%
• Data Preprocessing 33%
• Machine Code 33%
• Matrix Algebra 33%
• Multiple Units 33%
• Partial Derivatives 33%
• Lock-free Synchronization 33%
• Small Batch Size 33%
• L-functions 33%
• Hardware Level 33%
• Preprocessing Model 33%
• Learning Input 33%
• Code Generating 33%

Computer Science

• Structured Query Language 100%
• Database Machine 100%
• Graphics Processing Unit 100%
• Machine Learning 100%
• Learning System 100%
• Gradient Descent 50%
• Database Systems 50%
• High Throughput 25%
• Data Preprocessing 25%
• Nonblocking 25%
• Hardware Level 25%
• Partial Derivative 25%
• Synchronism 25%