Scale-up, Scale-out, Scale-across

Understanding Scale-Out, Scale-Up, and Scale-Across Networking

Modern AI and HPC workloads place extraordinary demands on the underlying network infrastructure. And as network engineers, we are often pulled into conversations about GPU clusters, maybe without a clear map of the terrain.

Three terms come up constantly: scale-out, scale-up, and scale-across networking.

They describe fundamentally different network constraints and requirements. Here is a brief and simple explanation of each.

Cisco Live

Cisco Live means human connectivity

Why You Should Attend Cisco Live — and Actually Talk to People

Back in 2022, I wrote a post covering everything Cisco Live has to offer: the technical sessions, the labs, the World of Solutions, and the various events. I ended it with a small remark: “Above all, interact with people, make new contacts, and participate in discussions”. I still think it’s the most underrated piece of advice I could give. This year will be my 13th Cisco Live, and if anything, I believe it more firmly now than ever.

Cisco Live 2024 Wrap-Up – Cisco Nexus HyperFabric, Disaggregated Scheduled Fabric (DSF) and SONiC

Cisco Live 2024 Wrap-Up – Cisco Nexus HyperFabric, Disaggregated Scheduled Fabric (DSF) and SONiC

Last week, I attended my 11th Cisco Live in person, in the fabulous Las Vegas. This post is my Cisco Live 2024 Wrap-up.

I can already tell you that the next edition of Cisco Live US will be held June 8-12, 2025 in San Diego, California. If my company agrees to send me there, I’m already looking forward to it, because San Diego is a wonderful city.

The Future of Network Engineering in the AI/ML era

The Future of Network Engineering in the AI/ML era

It seems like yesterday when I saw my first network automation presentation at a conference. I remember it very well; it was in 2015 at the Cisco Network Innovation Summit in Prague. Mr. Tim Szigeti was presenting the first version of the Cisco APIC-EM, the future Cisco Digital Network Architecture (DNA) controller. I talked already about it in a previous article, written in 2018, about my journey toward network programmability and automation.

After its presentation, and for many years afterward, the question was on everyone’s lips:

Cisco Live 2022

Cisco Live 2022

Cisco Live 2022 will be June 12-16 in Las Vegas. After two years of virtual conferences and being vaccinated three times against Covid-19, I’m more than motivated to go in person! However, for those who are still hesitating, there is also an online version, over two days, probably in a similar format to 2021.

Cisco DCAUTO exam study resources

Cisco DCAUTO exam study resources

I just passed the Cisco DevNet DCAUTO (300-635) exam (Yay!). This is my 3rd Cisco exam on network automation after NPDESI in 2018 (replaced now by the DevNet program), and DevNet CORE (DEVCOR) in 2020. This time, I documented everything I studied, so I could report it here and build a good Cisco DCAUTO exam study resource list. And by doing this, I hope to help anyone who wants to study for this certification.

pyATS

First steps with pyATS

Have you ever wanted to compare the operational state of a bunch of network devices between two specific times? Not only are the interfaces up or down, but the number and status of BGP peers, the number of prefixes received, the number of entries into a MAC-address table, etc?
This is something quite laborious to do with classical NMS or Do-It-Yourself scripts. And this is where pyATS can become a real asset. Here are my first steps with pyATS: Network Test & Automation Solution.