LDP based VPLS: A fundamental principle on which MPLS works is that two Label Switching Routers (LSRs) must have consensus on the interpretation of the labels. This concept is used for forwarding traffic between and through LSRs. The Label Distribution Protocol (LDP), which is a set of proc...
Data privacysafeguards the collection, use, alteration, retention and disclosure of personal and sensitive data. It advocates for the right of individuals to keep their information private and confidential, including the right to be forgotten. Personal data is typically information classified as personall...
We’re all still junior in some areas. How to Build Good Software A good high-level summary of fundamental engineering practices. The root cause of bad software has less to do with specific engineering choices, and more to do with how development projects are managed. There is no such thi...
An important difference between brains and deep neural networks is the way they learn. Nervous systems learn online where a stream of noisy data points are presented in a non-independent, identically distributed way. Further, synaptic plasticity in the b
(Alsheiabni et al.,2018). "Garbage-in, garbage-out" is a fundamental principle for AI (Lee et al.,2019), meaning that if training data has low quality, the insights generated by the AI will also be of low quality and not useful in the organizational context. Common problems regarding...
“1”. The qubit does not store a discrete value of 0 or 1, rather it represents the probability of having 0 or 1 as depicted in Fig.5. It follows the principle of quantum mechanics and a qubit33can be represented in state 0, state 1, or both. As a result, the qubit is denoted...
Textbooks tend to eschew practical guidance and prioritize fundamental principles, even if their authors have the necessary experience in applied work to provide useful advice. When preparing to create this document, we couldn't find any comprehensive attempt to actually explain how to get good ...
There is still a need for clearer definitions and standardized terminology in the AI ethics field. Many of the terms are used interchangeably; hence, we wish to remind us of the basic meanings of the most used concepts. According to Cambridge dictionary a “Principle”Footnote1means “a basic...
To aid the development of machine learning models for automated spectroscopic data classification, we created a universal synthetic dataset for the validation of their performance. The dataset mimics the characteristic appearance of experimental measurem
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