Apache Kylin : Analytical Data Warehouse for Big Data
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The following table shows the aspects compared between different versions in this benchmark report.
Metrics/Aspect | Description |
Cubing Duration | Duration of pre-calculation(cube building) process(load source table into Kylin) . |
Cube Size | Disk space occupied by cube/index. |
Response Time | Serial query test lasting fifteen minutes, taking the 95th percentile of the overall Response Time as the result. |
The following table shows information about software and hardware used in this performance benchmark.
Item | Value |
Instance Type | m5.4xlarge |
Node Memory | 64 GB |
Node vCPU | 16 |
Node Disk | 400 * 2; SSD |
Network Brand with | Up to 10 Gbps |
Node Count | A master node and four worker nodes |
Allocated Memory on Yarn | 202 GB |
Allocated Cores on Yarn | 52 |
Kylin Version | 3.1.2 & 4.0.0 |
EMR Version | 5.31 |
Hadoop Version | 2.10.0 |
HBase Version | 1.4.13 |
Benchmark Results
Cubing duration and Storage size
Response Time
Conclusions
Cubing duration and cube size.
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