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using DMA (Direct Memory Access) operations.
A fair comparison between the two modes (TBICM-SSD and TBICM-ID-SSD) requires arithmetic and memory access operations normalization.
Thus, the traditional DF graph operations (synchronization) of token matching and token formatting/routing are reduced into memory access operations.
This separation speeds up the most common memory access operations by avoiding extra delays and unnecessary stalls.
This equation can be used to compute individually yLimfor identical arithmetic, identical read memory access or identical write memory access operations.
In fact, compared to CASE 1, this configuration implies less arithmetic and more memory access operations in the SISO demapper which lead to more benefits for the former operations and less benefits for the latter (Equation (21)).
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Memory access operation of m word of size n are normalized to one memory access operation of m×n bits.
The activity images' binary nature significantly mitigates this large storage requirement, but a conventional high-level implementation still suffers from the number of required memory access operation.
One is the VM performance loss, taking into account the overhead of monitoring memory write-access operations during the push phase: this can significantly slow down the execution of processes running inside the VM and reduce their throughput.
Another FFT scheme is presented in [22], reducing the memory access frequency and multiplication operations.
The Field-Programmable Gate Array is an excellent match for the Sparse Matrix Vector Multiply (SMVM) operation because of its enormous computational capacity and its ability to build a custom memory hierarchy that matches the memory access patterns of the operation.
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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