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NOTE: All evaluation include the load time and save time on HDFS/Hbase.
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Matrix Multiplication
Node | Size | Density | Blocking Job | Multiplication |
5 | 5,000 * 5,000 | 100% | 21mins, 32sec | 13mins, 17sec |
10 | 5,000 * 5,000 | 100% | 13mins, 31sec | 5mins, 25sec |
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Matrix Transpose
Node | Size | Density | Running for |
10 | 5,000 * 5,000 | 100% | 12mins, 24sec |
Find the maximum absolute row sum of matrix
Node | Size | Density | Running for |
10 | 5,000 * 5,000 |
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100% | |
Node | Running for |
10 | 2mins, 35sec |