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Insert new simulation results

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Derek Christ
2024-03-07 15:33:19 +01:00
parent 123c7e0b25
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src/chapters/conclusion.tex
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@@ -13,7 +13,7 @@ For this, more detailed information is required from Samsung, as the exact inter
To ease the currently error-prone microkernel development process, the software library could help the developer by providing building blocks that assemble the microkernel and simultaneously generate the necessary \ac{ld} and \ac{st} instructions to execute the kernel.
In addition, the current bare-metal deployment of the software cannot realistically be used to accelerate real-world \ac{dnn} applications.
Instead, \aca{fimdram} should be able to be used on a Linux system, which would require the integration of the software support library into a Linux device driver.
To take into account the special alignment requirements of the \ac{pim} data structures, this device driver must also carefully consider the virtual address translation of the Linux kernel, possibly making use of so-called \acp{hugetlb}, as the alignment requirements exceed the default page size of $\qty{4}{\kilo\byte}$.
To take into account the special alignment requirements of the \ac{pim} data structures, this device driver must also carefully consider the virtual address translation of the Linux kernel, possibly making use of so-called \acp{hugetlb}, as the alignment requirements exceed the default page size of $\qty{4}{\kibi\byte}$.
For a better evaluation of the performance gains of \aca{fimdram}, it should be also compared with real-world \ac{dnn} applications.
Effects such as the initialization overhead of \aca{fimdram} can only be evaluated in such an environment.