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At the moment, the CEC starts one sub-calculation per row on idle VMs.
The status can be requested either for the entire calculation or for each sub-calculation.
To predict the required execution time, we need to execute at least one sub-calculation.
Afterwards the sub-calculation will be executed at an idle Code Execution VM step 7).
– Load Calculation Results - this service loads the results from either the entire calculation or from each sub-calculation.
To reduce the MCR overhead and the Web service, overhead each sub-calculation should be a long running calculation.
The number of starting VMs depends on (a) the number of available worker nodes, and (b) the duration of one single sub-calculation.
If a sub-calculation is completed fast enough, it is possible to send multiple sub-calculations within one Web service call.
● Load Calculation status - this service returns information about one specific sub-calculation, such as used memory, used CPU, etc. ● Load Calculation Logs - this service returns the log of a running calculation.
Additionally, it is possible to reduce the transfer or Web service overhead by sending multiple sub-calculations to a worker node VM, depending on the available VMs or the execution time of a single sub-calculation.
– Load Calculation Logs - this service loads the logs from sub-calculations.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com