A Machine Learning Approach for Predicting Execution Time of Spark Jobs

Keyphrases

• Execution Time 100%
• Machine Learning Approach 100%
• SQL Query 60%
• Query Learning 60%
• Machine Learning Applications 40%
• Machine Learning 20%
• New Platform 20%
• Time Application 20%
• Scheduling Approach 20%
• Optimization Approach 20%
• Cloud Platform 20%
• In-memory 20%
• Spark Application 20%
• Cluster Configuration 20%
• Large-scale Data 20%
• TPC-H 20%
• In-memory Processing 20%
• Evaluation Experiment 20%
• Classification via Clustering 20%
• Machine Learning Classification 20%
• Execution Plan 20%
• Clustering Applications 20%

Computer Science

• Execution Time 100%
• Machine Learning Approach 100%
• Structured Query Language 60%
• Machine Learning 60%
• Learning System 60%
• Real-Time Application 20%
• Computing Platform 20%
• Large Scale Data 20%
• Classification (Machine Learning) 20%
• Execution Plan 20%
• Cluster Configuration 20%
• In-Memory Processing 20%
• Cloud Computing 20%