Apache Kylin : Analytical Data Warehouse for Big Data
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Preparation
In order to let readers understand the performance differences between Kylin 4 on S3 and Kylin4 On S3 with Soft Affinity and Local Cache simply and directly, I provided a performance benchmark report in a standard software and hardware environment. Because I am familiar with AWS products(EC2, S3) was chosen as my benchmark platform.
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| Item | Value |
|---|---|
| Instance Type | m5.4xlarge |
| Node vCPU | 16 |
| Node Disk | 400GB *2(SSD) |
| Node Count | 4 |
| Network Brand with | 5 Gbps |
| Spark Version | 3.1.1(on Hadoop 3.2) |
Benchmark Results
Figure-1 : Cubing duration of TPC-H (sf = 100)
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