IHadoop: Asynchronous iterations for MapReduce

Keyphrases

• Asynchronous Iterations 100%
• Iterative Applications 75%
• MapReduce Model 50%
• Iterative Computation 50%
• Model Schedule 25%
• Analysis Application 25%
• Hyperlink Structure 25%
• Scalable Data 25%
• Data Transfer 25%
• Open-source Implementation 25%
• Optimal Execution 25%
• Producer-consumer 25%
• Data-intensive Applications 25%
• Distributed Programming 25%
• CPU Cycle 25%
• Latency 25%
• Synthetic Data 25%
• Physical Machine 25%
• Scheduling Tasks 25%
• Consumer Relationship 25%
• Machine Data 25%
• Asynchronously 25%
• Local Data 25%
• Data Mining Applications 25%
• Data Locality 25%
• Structured Networks 25%
• Task Scheduler 25%
• Task Scheduling 25%
• HaLoop 25%
• Large-scale Cluster 25%

Computer Science

• Map-Reduce 100%
• Hadoop 75%
• Iterative Application 75%
• Execution Time 50%
• Mapreduce Model 50%
• Machine Learning 25%
• Input/Output 25%
• Physical Machine 25%
• Large Data Set 25%
• Data Locality 25%
• Synthetic Datasets 25%
• Subsequent Iteration 25%
• Data Invariant 25%
• Distributed Programming 25%
• Data Mining Application 25%
• Scheduling Task 25%
• Single Iteration 25%
• Hyperlinks 25%
• Open Source 25%
• Iterative Algorithm 25%
• data-intensive application 25%
• task-scheduling 25%
• Social Network Graph 25%