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Network architecture at hyperscalers is a subject to constant innovation and is ever evolving to meet the demand. Network operators are constantly experimenting with solutions and finding new ways to keep it reliable and cost effective. Hyperscalers are periodically publishing their findings and innovations in a variety of scientific and technical groups. The purpose of this article is to summarize the information about how hyperscalers design and manage networks. The goal here is to help connecting the dot
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The Tesla CEO went after the F-35, calling crewed fighter jets "obsolete in the age of drones," but uncrewed technology isn't there yet. Read more ›
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Nvidia CEO Jensen Huang expresses confidence in the resilience of global collaboration. President-elect Trump’s potential tariffs on Taiwanese semiconductors could disrupt supply chain. Nvidia’s CEO Jensen Huang believes that global tech collaboration will remain strong, even as the US considers stricter policies on advanced computing products. During a recent visit to Hong Kong, Huang addressed... Read more » Read more ›
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A Stanford study of over 50,000 software engineers across hundreds of companies has found that approximately 9.5% of engineers perform minimal work while drawing full salaries, potentially costing tech companies billions annually. The research showed the issue is most prevalent in remote work settings, where 14% of engineers were classified as "ghost engineers" compared to 6% of office-based staff. The study evaluated productivity through analysis of private Git repositories and... Read more ›
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Huawei Mate X6 is now official with a body under 5 mm thick when unfoled. It is a massive upgrade over its year-old predecessor with slightly bigger displays, a new set of cameras and the in-house HarmonyOS Next straight out of the box. As Huawei tradition goes lately chipset is not mentioned. We expect a Kirin 9100 – a 6nm platform that is still nowhere near modern flagships. Inside the... Read more ›
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![[Translation] PostgreSQL 18: Part 1 or CommitFest 2024-07](https://times42.com/media/6/3/6/9539636_640x200.jpg "[Translation] PostgreSQL 18: Part 1 or CommitFest 2024-07")
This article is the first in the series about the upcoming PostgreSQL 18 release. Let us take a look at the features introduced in the July CommitFest. Planner: Hash Right Semi Join support Planner: materializing an internal row set for parallel nested loop join Planner support functions for generate_series EXPLAIN (analyze): statistics for Parallel Bitmap Heap Scan node workers Functions min and max for composite types Parameter names for regexp*... Read more ›
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The explicit reparameterization trick is often used to train various latent variable models due to the ease of calculating gradients of continuous random variables. However, due to its peculiarities, explicit reparameterization trick is not applicable to several important continuous standard distributions, such as mixture, Gamma, Beta and Dirichlet.An alternative method for calculating reparameterization gradients relies on implicit differentiation of cumulative distribution functions. The implicit reparame Read more ›
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1. The purpose of the IT product Telepathy – the brain-computer interface of  NueralinkThe UN General Assembly Resolution of 22.03.2024 No. A/78/L.49 “Harnessing the Potential of Safe, Secure and Trustworthy Artificial Intelligence Systems for Sustainable Development” [1] confirms (paragraph 5) that"human rights and fundamental freedoms must be respected, protected and encouraged throughout the life cycle of artificial intelligence systems"and to all Member States of the United Nations and, where appropriat Read more ›
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When we go abroad for vacation or meet a foreigner on the street who doesn’t speak Russian but is trying to ask, “Where is the restroom? How do I get to…”, we wonder how to explain things to them in Russian in a way they would understand. I asked myself a similar question when trying to explain something to a colleague using SQL while they were working with Java. The... Read more ›
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Napkin AI is an innovative artificial intelligence tool that transforms text descriptions into visual sketches and diagrams. Launched in 2023, this tool allows users to quickly convert their ideas into visual representations, similar to drawing on a napkin – hence the name. In this tutorial, I will walk you through its top features and provide a video demonstration. Read more Read more ›
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