Tue.Jul 16, 2024

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AI Lab: The secrets to keeping machine learning engineers moving fast

Engineering at Meta

The key to developer velocity across AI lies in minimizing time to first batch (TTFB) for machine learning (ML) engineers. AI Lab is a pre-production framework used internally at Meta. It allows us to continuously A/B test common ML workflows – enabling proactive improvements and automatically preventing regressions on TTFB. AI Lab prevents TTFB regressions whilst enabling experimentation to develop improvements.

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CCNA: Address Resolution Protocol (ARP)

The Network DNA

CCNA: Address Resolution Protocol (ARP) In this article, we will talk about ARP that maps the layer 3 address to the layer 2 MAC address. Before we talk technical, lets imagine you are in a conference. Someone hands over a notebook to you to hand it over to John. You dont know which person is John Heard so you say, Excuse me who is John Heard?. Everyone in the conference hears you but only John responds, I am John Heard.

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City of Hope Redefines Predictive Sepsis Detection Using Kafka

Confluent

City of Hope’s AI models for predicting and preventing sepsis in bone-marrow transplant patients rely on real-time data, enabled by Kafka on Confluent Cloud.

Cloud 69
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Enterprise Data World 2024 Takeaways: Trending Topics in Data Architecture and Modeling

Dataversity

I was privileged to deliver a workshop at Enterprise Data World 2024. Publishing this review is a way to express my gratitude to the fantastic team at DATAVERSITY and Tony Shaw personally for organizing this prestigious live event. Part 1 of this article considered the key takeaways in data governance, discussed at Enterprise Data World 2024. Part […] The post Enterprise Data World 2024 Takeaways: Trending Topics in Data Architecture and Modeling appeared first on DATAVERSITY.

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Intel - Is it an IPU or a DPU or what?

How Funky

Intel has developed and sold classic Ethernet Network Interface Cards (NICs) for a long time, but many might not be as familiar with their product offerings in the SmartNIC and more advanced NIC categories. Intel breaks down their product offering as follows: Intel presented on the work they are doing around their Infrastructure Process Unit (IPU), which they refer to as an "Improved DPU" or Data Processing Unit, which fits in the general bucket of "SmartNIC" and is developed by the Intel NEX Cl