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Supporting Diverse ML Systems at Netflix

The Netflix TechBlog

The Machine Learning Platform (MLP) team at Netflix provides an entire ecosystem of tools around Metaflow , an open source machine learning infrastructure framework we started, to empower data scientists and machine learning practitioners to build and manage a variety of ML systems. For many of our applications, model explainability matters.

Systems 226
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The road to observability with OpenTelemetry demo part 1: Identifying metrics and traces

Dynatrace

But as more workloads are shifting to hundreds of separate cloud-based services running in containers across multiple platforms, observability has become exponentially more difficult. Especially if you have custom applications that rely on APIs to integrate with other services.

Metrics 182
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Rising Tide Rents and Robber Baron Rents

O'Reilly

The answer can be found in the theory of economic rents, and in particular, in the kinds of rents that are collected by companies during different stages of the technology business cycle. When the local baron sent his troops to collect what he considered his share of the harvest, it was impossible to say no. What Is Economic Rent?

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Reducing HTML Payload With Next.js (Case Study)

Smashing Magazine

Here’s another article about reducing JavaScript dependencies and the bundle size sent to the client. This article is about a couple of things that Bookaway faced and we (as a company in the traveling industry) managed to optimize our pages, so that the HTML we send is smaller. It builds in HTML and sends it. Liran Cohen.

Google 110
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DBaaS vs Self-Managed Cloud Databases

Scalegrid

Database as a Service (DBaaS) and managed databases offer distinct advantages along with certain challenges. Understanding these pros and cons can help one make an informed decision about which database service works best for them. DBaaS provides streamlined management with maintenance-free operations & enhanced security.

Database 130
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Fostering a Web Performance Culture

Jos

But most likely you are not representative for the rest of web developers in your team and company , unless you are working on your own. I have collected a list of 6 ideas that will take you closer to establish a web performance culture. As Bruce Lawson put it, we should be building the “world-wide web, not the wealthy western web”.

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RPC vs. Messaging – which is faster?

Particular Software

In place of RPC, 1 they may substitute a different term or technology like REST, microservices, gRPC, WCF, Java RMI, etc. What you typically see nowadays in a “microservices architecture” using RPC 3 is not a single RPC call, but instead, one service calling another service, which calls another service, and so on.