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Figure 7 shows the process flow of the proposed macroblock-level parallelism method.In our proposed method, we create threads in such a way that all the threads work without any starvation and without any interruption in the thread process even if there are any external stalls.
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A specific thread processes the calculation queue.
Each GPU thread processes one group so as to make the EREC coarse-grained parallel.
Each thread processes one chunk of the message using y i and z i of the map in Equation 1, and in each round, the control parameters are modified using the value of the processed chunk of the message and new initial conditions y i and z i.
On the other hand, the transmitter is a single-thread process since the same signals are cyclically transmitted over-the-air.
Phase 2 Each threading process deals with one time-series stream.
When decoding, the threads process data layer after layer, each thread performing LMMSA for one row of this layer.
In order to synchronize this process and to ensure that no two threads process the same subset, a lock is established that monitors the list of subsets.
The run-times correspond to running Off-Spotter as a single-thread process on a 64-bit system powered by an Intel Xeon with a clock speed of 2.66 GHz.
Then, a dedicated thread (which we denote as reader thread) loads a second set of reads into the passive buffer, whereas the remaining threads process the reads in the active buffer.
Repeat the Threading Process: Keep repeating the threading process till you have the number of threads you need in your rod.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com