RankMap: A framework for distributed learning from dense data sets

Keyphrases

• Dense Datasets 100%
• Iterative Learning Algorithm 100%
• Distributed Learning 100%
• Order of Magnitude 50%
• Matrix-based 50%
• Execution Speed 50%
• Graph-based 50%
• Sparse Recovery 50%
• Distributed Computing 50%
• Low-dimensional Representation 50%
• Memory Consumption 50%
• Efficient Execution 50%
• Amazon EC2 50%
• Power Iteration 50%
• Learning Application 50%
• Computing Machines 50%
• Learning Accuracy 50%
• Massive Data 50%
• Iterative Problems 50%
• Learning Levels 50%
• Contemporary Learning 50%
• Low-rank Subspace 50%
• Efficient Mapping 50%

Computer Science

• Learning Algorithm 100%
• Distributed Learning 100%
• Distributed Computing 50%
• Data Structure 50%
• Execution Speed 50%
• Efficient Execution 50%
• Exploit Framework 50%