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The configurations used are shown in Table 2. Table 2 Spark implementation results Compute Execution Per task Total execution nodes mode execution time time 1 local ∼0.03 sec ∼6 sec 3 cluster ∼0.6 sec ∼40 sec.
Table 1 Hadoop implementation results Compute Execution Per task Total execution nodes mode execution time time 1 local ∼0.01 sec ∼5 sec 1 cluster ∼15 sec ∼25 min 3 cluster ∼15 sec ∼12 min. In local mode, the job is executed on the local machine without contacting the Hadoop ResourceManager.
The analysis of execution time (time difference between end of command and full completion of action: touching or manipulating the pieces) was timed and measured in seconds.
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Table 3 Comparison of performance between management interfaces and the runtime model Management tasks The number of the appliance Management interfaces Runtime model Execution time (second) Execution time (second) Monitoring 5 1.2 2.6 20 4.2 8.5 100 20 37 Executing 1 0.2 0.5 5 1.0 1.7 20 4.0 6.1.
The execution time is the time where the RCB device executes some code.
These are the firing time, idle time, execution time, and transmission time.
IEMF and MADD have almost the same execution time with less execution time of IEMF.
The mean execution time per time step using the parameters already described is 0.05 s.
Energy consumer [mA] [s] Battery discharge per cycle Energy consumption per cycle Firing time, part 1 Firing time, part 2 Execution time Transmission time Idle time .
In general, it is only advantageous to reconfigure if the execution time exceeds reconfiguration time.
As opposed to execution time, response time varies dynamically depending on the task's surrounding system it is executed on.
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