Sat.Jul 13, 2024 - Fri.Jul 19, 2024

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How Long Should You Train Your Language Model?

databricks

How long should you train your language model? How large should your model be? In today's generative AI landscape, these are multi-million dollar.

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Need Help on Designing Network in Warehouse

Network Engineering

I need help on finalizing the Network Scheme for a Warehouse. Current System has 2 different ISP with total 6 wifi access point for 3 each since it's large Warehouse Each ISP has 3 WiFi access points for connectivity. In current Schenario, If a ISP goes down users has to manually connect to another WiFi. We want to get rid of this architecture and implement single WiFi with 3 Access Points so if any ISP is down a switch changes the ISP automatically so users don't have to change the WiFi.

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Article: Are You Done Yet? Mastering Long-Running Processes in Modern Architectures

InfoQ Articles

In this article, Bernd Ruecker explores the importance of long-running processes in various applications, particularly in distributed systems. He emphasizes the value of asynchronous communication and explores strategies like Centers of Excellence, along with visual tools like BPMN for enhancing communication and understanding. The contents of this article were presented during QCon London 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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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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Ensuring Quality Forecasts with Databricks Lakehouse Monitoring

databricks

Discover how Databricks Lakehouse Monitoring empowers you to ensure reliable, accurate forecasts by proactively detecting data drift, model degradation, and more.

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Global Outage : Windows machines in a BSOD loop after CrowdStrike update

The Network DNA

Global Outage : Windows machines in a BSOD loop after CrowdStrike update Globally, a recent update to the CrowdStrike Falcon sensor is seriously affecting Windows users. This upgrade is rendering systems unusable and causing blue screen of death (BSOD) cycles. Starting on July 19, 2024, Windows 10 and 11 systems running CrowdStrike's endpoint security software are impacted by the problem.

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Meet Caddy – Meta’s next-gen mixed reality CAD software

Engineering at Meta

What happens when a team of mechanical engineers get tired of looking at flat images of 3D models over Zoom? Meet the team behind Caddy, a new CAD app for mixed reality. They join Pascal Hartig ( @passy ) on the Meta Tech Podcast to talk about teaching themselves to code, disrupting the CAD software space, and how they integrated Caddy with Llama 3, and so much more!

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Announcing the General Availability of Serverless Compute for Notebooks, Workflows and Delta Live Tables

databricks

We are excited to announce the General Availability of serverless compute for notebooks, jobs and Delta Live Tables (DLT) on AWS and Azure.

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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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How AI Will Fuel the Future of Observability

Dataversity

We’re seeing a lot of convergence in the market between observability vendors and companies positioned as artificial intelligence (AI) companies. It’s a natural marriage, since AI has the potential to significantly improve what observability does. The question is how to make the best use of AI to support observability in discovering an organization’s unknowns, providing […] The post How AI Will Fuel the Future of Observability appeared first on DATAVERSITY.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

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The Obkio Story: Building a Network Monitoring Solution

Obkio

Learn the story behind Obkio, including why and how the solution came to be, a bit about Obkio's founder, and Obkio's mission for its users.

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Unlocking True Water Risk Assessment Worldwide

databricks

Unlocking True Water Risk Assessment Across Insurance, Finance, Public Safety, and Beyond Check out the solution accelerator to download the notebooks referred to.

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The Hedge 235: Copyrights and Centralization

Rule 11

Join us as Tom, Eyvonne, and Russ hang out for another roundtable. We start the show talking about Tom’s plant (is it real or … ??). What does copyright have to do with Internet Service Providers? Should the two topics be related at all? What can the IETF do about Internet centralization? Thanks for listeningand please reach out if you have a topic you’d like to hear about, or a guest you’d like to hear.

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Integrate Data Architecture with Business Operations to Boost Success Now

Dataversity

In the contemporary data-driven business landscape, the seamless integration of data architecture with business operations has become critical for success. There is a symbiosis between sophisticated data architectures and operational agility that demonstrates how this integration facilitates real-time decision-making, predictive analytics, and personalized customer experiences.

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Launching LLM-Based Products: From Concept to Cash in 90 Days

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

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What is UDP Packet Loss & How to Monitor It

Obkio

Learn about UDP packet loss, its causes & how to minimize it with monitoring tools like Obkio. Say goodbye to UDP packet loss today!

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I Need 90 PoPs of SASE…Stat!

CATO Networks

Healthcare information security teams are tasked with a common responsibility: safeguarding devices, services, and patient data; however, they also deal with the unique regulatory and compliance requirements surrounding patient data. Compounding this challenge is the sheer number of branch offices, connectivity to internal- and cloud-based applications, and all of the disparate point products accumulated over time.

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Is AWS Lambda a Halo Product?

Architect Elevator

Shiny, advanced, a strong fan following, but lack of mainstream adoption the trademarks of a halo product. Sounds like AWS Lambda?

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Output Monitoring to Overcome LLM Vulnerabilities

Dataversity

The vulnerabilities in large language models (LLMs), such as their ability to create hallucinations, their inherent biases, and their susceptibility to corruption, have led to hesitation among businesses in deploying AI applications for business advantage. This concern is compounded further by the lag in legislative regulations to address these risks.

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Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

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What is Network Visualization & How Network Monitoring Facilitates It

Obkio

Tired of endless data and complex graphs? Learn what network visualization is and how network monitoring helps you achieve it to visualize your network.

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A Brief History of Graduality

CATO Networks

In the early hours of July 19 th , 2024, CrowdStrike endpoints on Windows machines worldwide received a faulty content update, causing what is shaping up to be the one of the largest global IT outages to date. All over the world reports of Windows workstations and servers stuck in a boot loop with a BSOD were pouring in, impacting airlines, airports, banks, hospitals and many other critical infrastructures such as emergency services call centers, and the list goes on.

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VIAVI at the Spring 2024 O-RAN PlugFest

VIAVI Solutions

Participating in its eighth consecutive O-RAN Alliance Global PlugFest, VIAVI once again contributed its comprehensive Open RAN testing suite and expertise to validate new products, specifications and use cases at nine labs across six countries. These PlugFests represent important, practical steps in developing the building blocks that will transform the networks future.

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Key Steps for Managing Scope 3 Data Efficiently

Dataversity

As the effects of climate change become increasingly clear, businesses today are facing unprecedented pressure to rein in their carbon footprints and to properly account for and disclose their environmental impact. The era of vague, voluntary corporate mission statements on climate-related goals to satisfy internal and external stakeholders’ demands is over.

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

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TL000: Announcing Technically Leadership, a New Podcast for the Next Phase of Your Career

Packet Pushers

Technically Leadership is a brand new podcast on the Packet Pushers network. Host Laura Santamaria explores leadership in the tech industry, with conversations and insights to help you development your management skills. Whether youre considering your first management role or youre an experienced manager working your way to the C-suite, this podcast is for you.

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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

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What Are the Benefits of BI Tools?

TDAN

As the business intelligence solution market evolves, it may be difficult for an organization to know when to invest in these tools, and which tools are best for enterprise and user needs. In this article, we will discuss the benefits of implementing BI tools within your organization.

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Data Synchronization: Definition, Tips, Myths, and Best Practices

Dataversity

Businesses rely on accurate, synchronized information to make informed decisions. Because discordant data leads to operational inefficiencies, missed opportunities, and costly mistakes. Hence, a unified, reliable source of truth is key, which is possible through data synchronization. It helps maintain consistency across disparate systems, enhancing data reliability and improving decision-making.

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A Tale of Two Case Studies: Using LLMs in Production

Speaker: Tony Karrer, Ryan Barker, Grant Wiles, Zach Asman, & Mark Pace

Join our exclusive webinar with top industry visionaries, where we'll explore the latest innovations in Artificial Intelligence and the incredible potential of LLMs. We'll walk through two compelling case studies that showcase how AI is reimagining industries and revolutionizing the way we interact with technology. Some takeaways include: How to test and evaluate results 📊 Why confidence scoring matters 🔐 How to assess cost and quality 🤖 Cross-platform cost vs. quality tr

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MOLT Fetch: The Best Way to Move Your Data to CockroachDB

Cockroach Labs

After choosing CockroachDB as your next-generation storage system, you may wonder, How do we move our organizations data into CockroachDB?

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Using a Git Commit Template

Scott's Weblog

Although I’m sure that I’d seen or read about Git commit templates previously, the idea of using a Git commit template was brought to the forefront recently with the release of version 11 of Tower for Mac. When I’m using macOS, Tower is my graphical Git client of choice. However, most of my Git operations are via the terminal, and I’m not always using macOS (I also spend a fair amount of time using Linux).

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Data Crime: Election Ballots

TDAN

I call it a “data crime” when someone is abusing or misusing data. When we understand these stories and their implications, it can help us learn from the mistakes and prevent future data crimes. The stories can also be helpful if you must explain the importance of data management to someone.

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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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LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost

Speaker: Shreya Rajpal, Co-Founder and CEO at Guardrails AI & Travis Addair, Co-Founder and CTO at Predibase

Large Language Models (LLMs) such as ChatGPT offer unprecedented potential for complex enterprise applications. However, productionizing LLMs comes with a unique set of challenges such as model brittleness, total cost of ownership, data governance and privacy, and the need for consistent, accurate outputs. Putting the right LLMOps process in place today will pay dividends tomorrow, enabling you to leverage the part of AI that constitutes your IP – your data – to build a defensible AI strategy fo