LOOM: Optimal aggregation overlays for in-memory big data processing

Keyphrases

• Word Count 100%
• Big Data Analysis 100%
• Big Data Processing 100%
• In-memory 100%
• K-matching 100%
• Optimal Aggregation 100%
• Network Communication 50%
• Big Data 50%
• Distributed Network 50%
• Job Completion Time 50%
• Distillation 50%
• Aggregation Function 50%
• Real-world Examples 50%
• Distributed Computation 50%
• Big Data Aggregation 50%
• Online Approach 50%
• Common Framework 50%
• Main Memory 50%
• Data Analysis Framework 50%
• Micro-benchmarks 50%
• Aggregation Time 50%
• MapReduce 50%
• Aggregation Phase 50%

Computer Science

• Big Data 100%
• Big Data Processing 100%
• Big Data Analysis 100%
• Communication Network 50%
• Completion Time 50%
• Large Data Set 50%
• Input/Output 50%
• Data Aggregation 50%
• Aggregation Function 50%
• Distributed Computation 50%
• Map-Reduce 50%
• Microbenchmarks 50%
• Data-Stores 50%
• Basic Operation 50%
• Main Memory 50%
• Online Approach 50%
• Analysis Framework 50%