Granulation of Large Temporal Databases: An Allan Variance Approach

Keyphrases

• Big Data 20%
• Cluster-based 20%
• Complex Data Analysis 20%
• Computationally Intensive 20%
• Data Quality 40%
• Data Reduction 60%
• Data Reduction Methods 20%
• Data Reduction Techniques 20%
• Engineering Application 20%
• Granulation 100%
• Granules 40%
• Large Amount of Data 20%
• Novel Methodology 20%
• Order of Magnitude 20%
• Quality Performance 20%
• Query Data 20%
• Query Performance 20%
• Query Response Time 40%
• Reduction Approach 20%
• Scientific Applications 20%
• Sensor Characterization 20%
• Signal Processing 20%
• Storage Requirement 20%
• Temporal Database 100%
• Temporal Window 20%
• Variance-based 20%
• Weather Data 20%
• Window Size 40%

Computer Science

• Big Data 20%
• Data Reduction 100%
• Engineering Application 20%
• Execution Time 20%
• Large Data Set 20%
• Query Execution 20%
• Query Performance 20%
• Response Time 20%
• Scientific Application 20%
• Storage Requirement 20%
• Temporal Database 100%
• Temporal Information 20%
• Temporal Window 20%