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stressinduktion

19 karma · joined March 8, 2018

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stressinduktion··on Machine Learning in Production (CMU Course)
Thanks! :)

> Nothing fancy.

Well, right now I am seeing lots of low-level innovation for networking/storage along with RoCE, Infiniband, Tesla's ttpoe, the recent addition of devmem-tcp to the linux kernel (https://docs.kernel.org/networking/devmem.html) and wondered if there are approaches on how to plug something like that together on a higher level and what the considerations are. I surely assume EFS or S3 might be too expensive for a (large) training infrastructure, but I can be wrong?

> You missed model serving (I think ?).

I think I have a better grasp on the engineering challenges there and could imagine an architecture to scale that out (I believe!).

stressinduktion··on Machine Learning in Production (CMU Course)
Does anyone know about literature or courses regarding building machine learning cluster infrastructure? I am mainly interested in building and scaling up the storage infrastructure, networking and scheduling approaches.
stressinduktion··on Microsoft Recall is now an explorer.exe dependency
Not really a windows user, but I had some success with: https://www.oo-software.com/en/shutup10
stressinduktion··on Try to make sudo less vulnerable to Rowhammer attacks
Related, hardbool, it seems gcc can automatically handle this soon.

https://blog.adacore.com/adacore-enhances-gcc-security-with-... and https://gcc.gnu.org/onlinedocs/gcc/Common-Type-Attributes.ht...