The Netflix TechBlog

NOVEMBER 13, 2023

Content, genre and languages Instead of augmenting or synthesizing training data, we sample the large scale data available in the Netflix catalog with noisy labels. To evaluate and benchmark our dataset, we manually labeled 20 audio tracks from various TV shows which do not overlap with our training data.

Architecture 224

Architecture Energy Benchmarking Processing 224

Dynatrace

SEPTEMBER 21, 2023

As global warming advances, growing IT carbon footprints are pushing energy-efficient computing to the top of many organizations’ priority lists. Energy efficiency is a key reason why organizations are migrating workloads from energy-intensive on-premises environments to more efficient cloud platforms.

Energy 233

Energy Cloud Airlines Strategy 233

Alex Russell

MARCH 9, 2024

This strategy is exemplified by 1990s-era Andreesen's goal to render Windows "a poorly debugged set of device drivers" The idea is that the web is where the action is, and that the browser winning more user Jobs To Be Done follows from increasing the web platform's capability.

Benchmarking 59

Benchmarking Strategy Internet Internet 59

Speed Curve

MAY 1, 2023

LCP is only available in Chromium-based browsers, so if you have a significant number of users that come in via other browsers, you should also consider tracking Last Painted Hero, below. > Several metrics are available in both tools, so you can create charts in which you track the same metric in both synthetic and RUM.

Performance 98

Performance Metrics Media Google 98

Highly Scalable

MARCH 10, 2015

This approach can be expressed in more formal way by the following equation: where is the data available for analysis, is the space of a retailer’s actions and decisions, is an econometric model defined as a function of actions and data, and is the optimal strategy. This framework resembles the approach suggested in [JK98].

Retail 152

Retail C++ Analytics Metrics 152