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Accelerate AWS Well-Architected reviews with Generative AI

AWS Machine Learning - AI

To achieve these goals, the AWS Well-Architected Framework provides comprehensive guidance for building and improving cloud architectures. The solution incorporates the following key features: Using a Retrieval Augmented Generation (RAG) architecture, the system generates a context-aware detailed assessment.

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How to setup network connectivity between VPCs in Google Cloud

Xebia

In this blog, I will explain in high-level three networking capabilities to help you in your architecture design decisions in cases where you need to connect VPCs in Google Cloud. A Virtual Private Cloud (VPC) in Google Cloud is a virtual representation of a physical network. What is a VPC? Each with their own characteristics.

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Microsegmentation – Secure Your Internal Network

CTOvision

The argument is that today with the expansion of n-tier distributed systems and massively parallel architectures, east-west traffic has increased exponentially. Since 2000, secure networks have been built by segmenting traffic at the switch port level from server to server, radically limiting east-west traffic. It’s a great read.

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Carto raises $61 million to help you visualize data on maps

TechCrunch

“In the last three years, we have seen the rise of the data warehouse and we have gone from almost no architecture being based on a data warehouse to becoming the dominant implementation,” Carto CEO Luis Sanz told me. ” After that, you can go through your data using SQL queries and enrich your data.

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L4S in Wi-Fi: A Path to Seamless Interactive Experiences

CableLabs

Modern networks deliver impressive speeds often reaching gigabits per second yet they still suffer from unpredictable delays that can disrupt interactive applications. As network operators strive to enhance reliability and responsiveness, a more effective solution is needed. specifications (and it carries forward into DOCSIS 4.0

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OpenAI’s new tool attempts to explain language models’ behaviors

TechCrunch

” To that end, OpenAI’s tool uses a language model (ironically) to figure out the functions of the components of other, architecturally simpler LLMs — specifically OpenAI’s own GPT-2. A cynical person might argue, too, that the tool is essentially an advertisement for GPT-4, given that it requires GPT-4 to work.

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The ethics of data flow

O'Reilly Media - Data

There’s a long history of language about moving data: we have had dataflow architectures, there's a great blog on visualization titled FlowingData , and Amazon Web Services has a service for moving data by the (literal) truckload. Data, even “big data,” doesn’t stay in the same place: it wants to move. Data flows can be very complex.

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