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Enabling privacy and choice for customers in data system design

Lacework

This article addresses privacy in the context of hosting data and considers how privacy by design can be incorporated into the data architecture. In the first article in this series, the topic of privacy by design is covered in some detail, particularly regarding the design of products for enterprise security and data hosting.

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GSAS Talk: Pragmatic Approach to Architecture Metrics – Part 1

Apiumhub

In their thought-provoking presentation titled “Pragmatic Approach to Architecture Metrics” at GSAS’22 organized by Apiumhub , Sonya Natanzon, and Vlad Khononov delivered valuable insights. The success of software architecture hinges upon its adaptability to meet evolving business requirements. Whatever that is.”

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Sustainable change requires architecture of technology and organization

Xebia

The dynamics between technology and people we call socio-technical systems. It’s about the technical, social and cognitive aspects of an organization and system. Designing a socio-technical system means you explicitly thinking about the interrelation of these three aspects. The origins of socio-technical systems.

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How ML System Design helps us to make better ML products

Xebia

With the industry moving towards end-to-end ML teams to enable them to implement MLOPs practices, it is paramount to look past the model and view the entire system around your machine learning model. The classic article on Hidden Technical Debt in Machine Learning Systems explains how small the model is compared to the system it operates in.

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Boosting Node.js Performance and Efficiency with Redis

Perficient

Getting Started Before delving into complex examples, let’s set up a basic understanding of how Redis can work with Node.js: Installing Redis: If you haven’t already, you’ll need to install Redis on your system. You can download it from the official Redis website or use package managers like apt or brew.

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Build a contextual text and image search engine for product recommendations using Amazon Bedrock and Amazon OpenSearch Serverless

AWS Machine Learning - AI

Search engines and recommendation systems powered by generative AI can improve the product search experience exponentially by understanding natural language queries and returning more accurate results. The following diagram illustrates the solution architecture. Review and prepare the dataset.

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Four short links: 18 May 2020

O'Reilly Media - Ideas

[…] Content-aware, versioned data; UI Framework; Standard interfaces for automation; Stateful Service Architecture. Initial Analysis of Underhanded Source Code — source code that appears benign to human review but is actually malicious. via Paul Butler ).