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Building Lyft’s Marketing Automation Platform

Building Lyft’s Marketing Automation Platform

We take pride in our mission to improve people’s lives with the world’s best transportation. More than 50 million carbon neutral Lyft rides happen every month across the US and Canada—and we’ve barely scratched the surface in the potential for rideshare. Part of our growth is improvements in our acquisition process—like launching region-specific ad campaigns that increase awareness, and consideration of our multi-modal offerings.

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Secure Control of Egress Traffic in Istio, part 1

Secure Control of Egress Traffic in Istio, part 1

This is part 1 in a new series about secure control of egress traffic in Istio that I am going to publish. In this installment, I explain why you should apply egress traffic control to your cluster, the attacks involving egress traffic you want to prevent, and the requirements for your system to do so. Once you agree that you should control the egress traffic coming from your cluster, the following questions arise: What requirements does a system have for secure control of egress traffic?

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GitLab 12.0 released with Visual Reviews and Dependency List

GitLab 12.0 released with Visual Reviews and Dependency List

GitLab 12.0 marks a key step in our journey to create an inclusive approach to DevSecOps, empowering ‘everyone to contribute’. For the past year, we’ve been on an amazing journey, collaborating and creating a solution that brings teams together. There have been thousands of community contributions making GitLab more lovable.

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AWS Security Hub Now Generally Available

AWS Security Hub Now Generally Available

I’m a developer, or at least that’s what I tell myself while coming to terms with being a manager. I’m definitely not an infosec expert. I’ve been paged more than once in my career because something I wrote or configured caused a security concern.

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AQR’s Problem With Machine Learning: Cats Morph Into Dogs

AQR’s Problem With Machine Learning: Cats Morph Into Dogs

Machine learning has done magic, such as beating human chess champions. But in finance, expectations for the technology may need to come down a notch or two, according to quantitative firm AQR. Machine learning changes the way problems are solved.

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How AI is Starting to Influence Wireless Communications

How AI is Starting to Influence Wireless Communications

Machine learning and deep learning technologies are promising an end-to-end optimization of wireless networks while they commoditize PHY and signal-processing designs and help overcome RF complexities What happens when artificial intelligence (AI) technology arrives on wireless channels? For a start, AI promises to address the design complexity of radio frequency (RF) systems by employing powerful machine learning algorithms and significantly improving RF parameters such as channel bandwidth, antenna sensitivity and spectrum monitoring. So far, engineering efforts have been made for smartening individual components in wireless networks via technologies like cognitive radio.

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