Sat.Mar 09, 2024 - Fri.Mar 15, 2024

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Building Meta’s GenAI Infrastructure

Engineering at Meta

Marking a major investment in Meta’s AI future, we are announcing two 24k GPU clusters. We are sharing details on the hardware, network, storage, design, performance, and software that help us extract high throughput and reliability for various AI workloads. We use this cluster design for Llama 3 training. We are strongly committed to open compute and open source.

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Databricks invests in Mistral AI and integrates Mistral AI’s models into the Databricks Data Intelligence Platform

databricks

Sharing a belief that open source solutions will foster innovation and transparency in generative AI development, Databricks has announced a partnership and participation.

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Trending Sources

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Article: AWS Lambda Under the Hood

InfoQ Articles

Mike Danilov, a senior principal engineer at AWS, presented on AWS Lambda and what is under the hood during QCon San Francisco 2023. This article represents the talk, which will start with an introduction to Lambda itself to outline the key concepts of the service and its fundamentals, which will facilitate a deep dive into the understanding of the system.

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Improving ETAs with Multi-Task Models, Deep Learning, and Probabilistic Forecasts

DoorDash Engineering

The DoorDash ETA team is committed to providing an accurate and reliable estimated time of arrival (ETA) as a cornerstone DoorDash consumer experience. We want to ensure that every customer can trust our ETAs, ensuring a high-quality experience in which their food arrives on time every time. With more than 2 billion orders annually, our dynamic engineering challenge is to improve and maintain accuracy at scale while managing a variety of conditions within diverse delivery and merchant scenarios.

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Real-Time Data Streaming for Smart Warehouses

Confluent

Leverage Confluent Data Streaming Platform to bring real time to your smart warehouse, powering greater IoT automation, efficiency and cost savings.

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Implementing LLM Guardrails for Safe and Responsible Generative AI Deployment on Databricks

databricks

Introduction Let’s explore a common scenario – your team is eager to leverage open source LLMs to build chatbots for customer support interactions.

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Article: How to Use Rust Procedural Macros to Replace Panic with syn’s Fold

InfoQ Articles

In this article, we show how you can write advanced macros to step through Rust code and modify it. Using the standard tooling available in the syn crate, we first show how to change the occurrence of a panic into an Err. Then we go a step beyond and use the Fold trait to recursively step through the entire function, automatically executing a change in every applicable location.

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Confluent Champion Bahar: The Urgency for Stronger Women in Tech Initiatives

Confluent

Our Women’s History Month special Confluent Champion post highlights how Senior Account Executive Bahar Sandal drives Women in Tech initiatives.

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AI Regulation is Rolling Out…And the Data Intelligence Platform is Here to Help

databricks

Policymakers around the world are paying increased attention to artificial intelligence. The world’s most comprehensive AI regulation to date was just passed by.

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Article: Agile Architecture, Lean Architecture, or Both?

InfoQ Articles

When it comes to software architecture, should you adopt an agile or a lean approach? The answer, of course, is "it depends." Agile is better suited for situations where you know what you need, but not how to build it. Lean is more appropriate when requirements are certain and you want to optimize a well-known process.

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Debunking Cloud and Cloud Migration Myths

Dataversity

Many companies hesitate to migrate to the cloud for a variety of valid reasons. However, these migration concerns are often based on misconceptions that keep companies from realizing the financial and operational benefits of the cloud. The following blog post addresses some of the myths around the public cloud, including cost control obstacles, compliance shortfalls, […] The post Debunking Cloud and Cloud Migration Myths appeared first on DATAVERSITY.

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Introducing Borrowed Properties: Combine data between events on the fly

Mixpanel

We’re excited to introduce Borrowed Properties, where you can “borrow” a property from one event to another on the fly, and you can analyze as though that property has been tracked on that event all along. Previously, there was no way you could combine data between events. Let’s say you need to break down an event by a property that doesn’t exist on that event itself, but it does exist in prior events.

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Announcing the General Availability of Databricks Feature Serving

databricks

Today, we are excited to announce the general availability of Feature Serving. Features play a pivotal role in AI Applications, typically requiring considerable.

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Article: Getting Technical Decision Buy-In Using the Analytic Hierarchy Process

InfoQ Articles

Making large, important technical decisions is a critical aspect of a senior individual contributor's role. This article examines how Comcast has employed the Analytic Hierarchy Process (AHP), a decision-making framework developed in the 1970s, and adapted it for making technical and non-technical decisions both large and small.

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The AI Trust Gap: A Psychological Perspective

Dataversity

Only 52% of employees are confident their organization will ensure AI is implemented in a responsible and trustworthy way, according to Workday’s Closing the AI Trust Gap report. Trust will be key to getting employees engaged in the change needed to realize AI’s full potential. In my last post I looked at what can be done from a cultural perspective.

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The Importance of Finding Your ‘Personal Champions’ as Women in Tech

Confluent

Uncover the importance of finding your personal champions as women in tech—and unlock insights and strategies to navigate and thrive in the tech industry.

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Building an AI-Ready Retail Organization with Improved Data Governance

databricks

Artificial Intelligence is top-of-mind with every C-suite in Retail & Consumer Goods. Companies see the potential to deliver better customer service, derive faster.

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HN725: Standing up a DC Network Using Terraform

Packet Pushers

Matt Horn built a data center network through automation, remotely. This is the future of network engineering. Matt shares how his team did it technically: Terraform, a little Ansible, leveraging pipelines, etc. But he also shares the processes and culture that made it happen: Management and peer buy-in, tight enforcement based on user access, and. Read more » Matt Horn built a data center network through automation, remotely.

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Answers for the IT Skills Gap

Dataversity

Consider these statistics: 75% of IT decision-makers have reported gaps in the skill sets of their IT staff – and this is a 145% increase over the past seven years, reported Skillsoft. Six in 10 large enterprises reported a skills gap, according to the Computing Technology Industry Association (CompTIA). Globally, the shortage of qualified IT professionals was […] The post Answers for the IT Skills Gap appeared first on DATAVERSITY.

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Mastering Citrix SD-WAN Monitoring for Maximum Network Efficiency and Visibility

Obkio

Discover how Obkios Network Performance Monitoring tool helps network admins proactively monitor Citrix SD-WAN networks.

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What Separates the Winners and Losers in the Connected Vehicle Data Revolution

databricks

"Building vehicles that are more like smartphones is the future. We're about to change the ride just like Apple and all the smartphone.

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BGP flapping, BGP flapping reasons, and the ways to resolve flapping issues

Noction

BGP flapping has the potential to wreak havoc on network stability and performance. By fostering a comprehensive understanding of the various causes and acknowledging the critical role of proactive monitoring software, network administrators can effectively prevent this issue and safeguard smooth, uninterrupted network operations.

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10 Advantages of Real-Time Data Streaming in Commerce

Dataversity

While early science fiction shows like “Buck Rogers” (1939) and “The Fly” (1950) depicted teleportation technology, it was Star Trek’s transporter room that made real-time living matter transfer a classical sci-fi trope. While we haven’t built technology that enables real-time matter transfer yet, modern science is pursuing concepts like superposition and quantum teleportation to facilitate information transfer across any distance […] The post 10 Advantages of Real-Time Data Streaming in C

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How to Detect & Troubleshoot Internet Brownouts

Obkio

Learn proactive monitoring strategies to identify and troubleshoot Internet brownouts affecting your business network.

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Scaling Product Copy Creation with Generative AI

databricks

On ecommerce platforms, a good product description can make an item stand out and drive sales. A good product description should not only.

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should I go multiple switch or one big switch

Network Engineering

So I have a 2.5Gbps NIC on my server PC, but my main questions are: note: I'm using consumer grade switches will a 2.5Gbps switch split the load with two 1 Gbps switch? will the 1Gbps be better on internal switching than the multiple switches?

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Going Green: 3 Actionable Steps to Implement Sustainable Cloud Computing

Dataversity

Research has shown that information and communication technology’s true proportion of global greenhouse gas emissions, including cloud computing, could be around 2.1-3.9%, which equates to higher emissions than the aviation industry. And as businesses increasingly rely on the cloud, minimizing this impact becomes critical. While most major cloud providers are talking about going green– AWS and […] The post Going Green: 3 Actionable Steps to Implement Sustainable Cloud Computing appeared fi

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NAN057: Nile Incorporates Network Automation from the Ground Up (Sponsored)

Packet Pushers

What if you could eliminate the burdens of networking without losing your control and visibility of the network? Thats the idea behind Nile. With Nile co-managing the network, you dont have to spend all your time chasing down tickets, running patches, and dealing with CLI syntax. Instead you get to focus on higher level tasks. Read more » What if you could eliminate the burdens of networking without losing your control and visibility of the network?

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Your Roadmap to Identifying and Troubleshooting Network Brownouts

Obkio

Discover how to identify and troubleshoot network brownouts effectively. Learn the impacts, causes, and preventive measures to ensure network resilience.

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Managing and Analyzing Game Data at Scale

databricks

Game development is a multifaceted journey that stretches from the initial concept to post-launch support and live operations. At the heart of this.

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Ask a Data Ethicist: What Data Is OK to Use to Prompt ChatGPT?

Dataversity

Millions of people are using ChatGPT on a regular basis to assist them in both personal and professional capacities. This month’s question centers on the data used to prompt ChatGPT. Our reader, who shared that they are an ESL speaker, would like to know if it’s ethical to have ChatGPT create summaries of information (specifically, […] The post Ask a Data Ethicist: What Data Is OK to Use to Prompt ChatGPT?

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PP005: Red, Blue, Purple: Choosing the Right Teams for Security Testing and Defense

Packet Pushers

According to Bryson Bort, you can build higher metaphorical fences, electrify them, and have sharks with laser beams prowling the moat, but attackers are still going to get through the security perimeter. Thats why the priority of any IT team should be to identify anomalies and anticipate attack logic. To do this, organizations need to. Read more » According to Bryson Bort, you can build higher metaphorical fences, electrify them, and have sharks with laser beams prowling the moat, but atta

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Top 14 Synthetic Network Monitoring Tools: Unleashing the Power of Digital Guardians

Obkio

Unleash the power of synthetic traffic with the top 14 synthetic network monitoring tools. Discover the ultimate arsenal to monitor your network performance.

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Faster, Simpler and Smarter Fiber Inspection with the INX™ 760 Probe Microscope

VIAVI Solutions

Artificial Intelligence (AI) and Machine Learning (ML) is a significant driver in the future of the networking industry. Traditional networking infrastructure struggles to keep pace with the performance, speed and capacity requirements of AI/ML applications. To address this challenge, there has been a push towards higher-speed 800G optical transceivers and the emergence of 1.6Tb/s, alongside […] The post Faster, Simpler and Smarter Fiber Inspection with the INX 760 Probe Microscope appeare

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How to Improve Documentation Practices in Engineering Teams

Wahl Network

I saw an interesting question asking how to improve documentation practices in a Slack forum and thought I’d answer it here in longer form. The OP wanted to know: How are you handling documentation? Where in the development pipeline should documentation take place? Do you work on documentation during the project or at the end of the project? Who is responsible for seeing documentation produced?

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NB 469: Arista Debuts Network Observability Service; Startups Aim To Break Nvidia’s AI Chip Grip

Packet Pushers

This week we discuss a new network observability offering from Arista that integrates network telemetry with application data, why startups such as Groq and Taalas think they can break Nvidia’s grip on the AI chip market, and how Microsoft is hedging its LLM bets. Amazon goes nuclear with the purchase of a reactor-powered data center. Read more » This week we discuss a new network observability offering from Arista that integrates network telemetry with application data, why startups

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The Top 29 PRTG Alternatives of 2025 (Open-Source, Enterprise, Performance Monitoring, and More!)

Obkio

Embrace a monitoring revolution with our thrilling list of the top 29 PRTG alternatives for 2024. From open-source to enterprise & performance monitoring.

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