COMPSs Matrix Multiplication resourceUsage profiling example MN5 MSIZE=20 BSIZE=768 7 Nodes total
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COMPSs Matrix Multiplication resourceUsage profiling example.

MN5 MSIZE=20 BSIZE=768 7 Nodes (6 workers) (--num_nodes=7 --worker_in_master_cpus=0).

Total number of tasks: 20^3 = 8000
Maximum code parallelism: 20^2 = 400
Total cores: 112*6 = 672
Maximum utilisation: 400 / 112 = 3,57 Nodes

Overall stats from "pycompss inspect":

    │   └── overall
    │       ├── matmul_tasks
    │       │   └── multiply
    │       │       ├── maxTime = 91,111 ms
    │       │       ├── executions = 8,000 
    │       │       ├── avgTime = 84,839 ms
    │       │       └── minTime = 79,278 ms
    │       └── executionTime = 1,929,944 ms

This example shows misuse of resources (from 6 workers, only 3 and a half can be exploited due to the application's inherent parallelism), which can be seen in the profiling folder plots.

SEEK ID: https://workflowhub.eu/workflows/1339?version=1