[Cloudflare]
Lessons Learned from Scaling Up Cloudflare’s Anomaly Detection Platform
Anomaly Detection uses an algorithm called Histogram-Based Outlier Scoring HBOS to detect anomalous traffic in a scalable way. While HBOS is less precise than algorithms like kNN when it comes to local outliers, it is able to score global outliers quickly in linear time.

[Google Online Security]
A Spectre proof-of-concept for a Spectre-proof web
Posted by Stephen Röttger and Artur Janc, Information Security EngineersThree years ago, Spectre changed the way we think about security boundaries on the web. It quickly became clear that flaws in modern processors undermined the guarantees that web browsers could make about preventing data

[Android]
Creating custom Tiles on Wear OS by Google with the Jetpack Tiles library
Posted by Jolanda Verhoef, Developer Relations Engineer We introduced Tiles in 2019, and since then, Tiles have become one of the most helpful and useful features on Wear OS by Google smartwatches. They are fast to access, convenient, and designed to provide users with swipeable access to the

[New York Times]
Meeting… Carrie Price, Lead Software Engineer at The New York Times
Celebrating Women’s History MonthThis March, we are featuring colleagues from across The New York Times in a special Women’s History Month series of ‘Meeting’.Illustration by Claire MerchlinskyWhat are your pronouns?She/HerWhat is your job title and what does it mean?I am a Lead Software

[Google Research]
LEAF: A Learnable Frontend for Audio Classification
Posted by Neil Zeghidour, Research Scientist, Google Research Developing machine learning ML models for audio understanding has seen tremendous progress over the past several years. Leveraging the ability to learn parameters from data, the field has progressively shifted from composite,

[Netflix]
Production Media Management: Transforming Media Workflows by leveraging the Cloud
Written by Anton Margoline, Avinash Dathathri, Devang Shah and Murthy Parthasarathi. Credit to Netflix Studio’s Product, Design, Content Hub Engineering teams along with all of the supporting partner and platform teams.In this post, we will share a behind-the-scenes look at how Netflix delivers

[.NET]
Investigating a Linux CVE with .NET Images
We regularly get contacted for help in managing CVEs in Linux-based .NET images. In fact, we were contacted just this morning about CVE-2021-23840 and CVE-2021-23841. I investigated the CVE for that customer to help them understand their options. It occurred to me that this information would be

[Cloudflare]
Enhancing privacy-focused Web Analytics to better meet your metrics needs
Today, we’re excited to announce the release of three of the most requested features: adding multiple websites to an account, supporting Single-page Applications SPA as well as showing Core Web Vitals in Web Analytics.

[Google Online Security]
Google, HTTPS, and device compatibility
Posted by Ryan Hurst, Product Management, Google Trust ServicesEncryption is a fundamental building block when you’re on a mission to organize the world’s information and make it universally accessible with strong security and privacy. This is why a little over four years ago we created Google

[New York Times]
Meeting… Christina Malis, Director of Customer Care at The New York Times
Celebrating Women’s History MonthThis March, we are featuring colleagues from across The New York Times in a special Women’s History Month series of ‘Meeting’.Illustration by Claire MerchlinskyWhat are your pronouns?She/HerWhat is your job title and what does it mean?Director, Customer Care. I

[Slack]
Migrating Millions of Concurrent Websockets to Envoy
Slack has a global customer base, with millions of simultaneously connected users at peak times. Most of the communication between users involves sending lots of tiny messages to each other. For much of Slack’s history, we’ve used HAProxy as a load balancer for all incoming traffic. Today, we’ll

[Soshace]
Managing Kubernetes using Terraform
Kubernetes has continued in its strive to influence the tech space with its flexibility and portability in container orchestration. And with its continuous strive, there has been an increasing need to connect, configure and manage Kubernetes with other tools and resources of your choice. This has

[GitHub]
Highlights from Git 2.31
The open source Git project just released Git 2.31 with features and bug fixes from 85 contributors, 23 of them new. Last time we caught up with you, Git 2.29 had just been released. Two

[Docker]
Docker Compose: From Local to Amazon ECS
By using cloud platforms, we can take advantage of different resource configurations and compute capacities. However, deploying containerized applications on cloud platforms is proving to be quite challenging, especially for new users who have no expertise on how to use that platform. As each

[Imgur]
Spotlight on an Awesome Imgurian: thefeckamisigningupwithfacebook
Amidst hundreds of thousands of images on Imgur, a few writers have found their niche creating long-form posts, covering everything from recipes, personal stories, and educational interest pieces. This Imgurian

[.NET]
ML.NET and Model Builder March Updates
ML.NET is an open-source, cross-platform machine learning framework for .NET developers. It enables integrating machine learning into your .NET apps without requiring you to leave the .NET ecosystem or even have a background in ML or data science. We are excited to announce new versions of ML.NET

[Cloudflare]
Automatic Platform Optimization post-launch report
We explored almost 200 websites with the activated Automatic Platform Optimization feature in Chrome User Experience Report data. Automatic Platform Optimization consistently demonstrated better aggregate performance among sites we analyzed in TTFB, First Paint, FCP, and LCP metrics.

[Docker]
Docker Series B: More Fuel To Help Dev Teams Get Ship Done
Today we’re excited and humbled to announce Docker’s Series B raise of $23 million to accelerate our mission of delivering tools development teams love to quickly take their ideas from code to cloud. The round was led by Tribe Capital with participation from our existing investors, Benchmark and

[GitHub]
Improving large monorepo performance on GitHub
Every day, GitHub serves the needs of over 56M developers, working on over 200M code repositories. All but a tiny fraction of those repositories are served with amazing performance, for customers from around the world.

[Google Research]
Contactless Sleep Sensing in Nest Hub
Posted by Michael Dixon, Software Engineer and Reena Singhal Lee, Product Manager, Google Health People often turn to technology to manage their health and wellbeing, whether it is to record their daily exercise, measure their heart rate, or increasingly, to understand their sleep patterns. Sleep

[Lyft]
ML Feature Serving Infrastructure at Lyft
Image Credit: PixabayBy Vinay Kakade and Shiraz ZamanIntroductionMachine Learning forms the backbone of the Lyft app. Some examples of ML at Lyft include deciding on the optimal way to match drivers and passengers, deciding how to price a ride, distributing coupons and incentives to riders and