Thursday, December 19, 2019

[Links of the Day] 19/12/2019 : Machine learning at arXiv, Netflix human centered machine learning infrastructure management library, Filesystems are still not fully SSD aware

  • arXiv Machine Learning Classification Guide : how does ArXiv classify papers automatically with machine learning and what they plan to do with it in the future.
  • Metaflow : Netflix open source it's human-centred python library for managing machine learning infrastructure. It can user PyTorch, Tensorflow and Scikit. [website]
  • Evaluating File System Reliability on Solid State Drives : Your filesystem needs to understand the underlying hardware in order to guarantee reliability and security of the data stored. Nowadays the majority of storage solution relies on SSD but the authors discovered that many of the common filesystems are not fully SSD aware in their operations. They demonstrated that in 16% of the case faults resulted in irrecoverable failures.


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