Using Vale to Improve my Writing

Back in March of this year, I talked about how I started using markdownlint-cli to perform linting against the Markdown source files that are used by Hugo to generate this site. At the same time, I also started exploring the use of similar tools to check (or lint, if you will) my writing itself. In this post, I’ll share with you how I started using Vale to perform some checks against my writing.

More details on my use of markdownlint-cli are available here for reference. markdownlint-cli checks for the structure and formatting of Markdown files, but it doesn’t do any “higher level” checks regarding the writing itself. For that, I needed to add a second tool, and I opted to use Vale, an open source tool specifically aimed at “linting your prose.” Among other things, what I liked about Vale was that it offers integration with graphical editors like Visual Studio Code (what I use when I’m on macOS) and Sublime Text (what I use when I’m on Linux), but it also can be run directly from the command-line. And, if you are so inclined, there’s a GitHub Action for Vale, too. Nice!

The first step is Continue reading

Crafting endless AS paths in BGP

Combining BGP confederations and AS override can potentially create a BGP routing loop, resulting in an indefinitely expanding AS path.

BGP confederation is a technique used to reduce the number of iBGP sessions and improve scalability in large autonomous systems (AS). It divides an AS into sub-ASes. Most eBGP rules apply between sub-ASes, except that next-hop, MED, and local preferences remain unchanged. The AS path length ignores contributions from confederation sub-ASes. BGP confederation is rarely used and BGP route reflection is typically preferred for scaling.

AS override is a feature that allows a router to replace the ASN of a neighbor in the AS path of outgoing BGP routes with its own. It’s useful when two distinct autonomous systems share the same ASN. However, it interferes with BGP’s loop prevention mechanism and should be used cautiously. A safer alternative is the allowas-in directive.1

In the example below, we have four routers in a single confederation, each in its own sub-AS. R0 originates the 2001:db8::1/128 prefix. R1, R2, and R3 forward this prefix to the next router in the loop.

BGP routing loop involving 4 routers: R0 originates a prefix, R1, R2, R3 make it loop using next-hop-self and as-override
BGP routing loop using a confederation

The router configurations are available in a Continue reading

Worth Reading 072624


Recent events involving CrowdStrike’s Falcon security software have underscored a critical lesson across the industry: the importance of having a robust, secure release process.


My analysis of the event has a lot of similarities with my reflections on the Optus outage last year, the incident underscores the critical issue of resilience in IT infrastructure, particularly in systems that lack diversity.


But recovery is just the beginning. What’s sure to follow is a barrage of regulatory oversight, hard feelings among the IT community, and a tough reminder that even a small slip-up in a software update can have catastrophic global consequences.


Over the years, there has been a lot of discussion on if VLAN 1 in Cisco switches is special or not. Does it have any characteristics that other VLANs donﾒt?


Are you considering the switch from network engineer to cloud engineer? This post wo’t teach you everything needed to become a cloud expert, but hopefully, it will create a level of comfort and familiarity such that you can start your journey to the cloud from here.


The creation of voluntary standards is an idea that may seem easier than imposing regulations. But devising voluntary standards presents unique challenges, different from Continue reading

Technology Short Take 180

Welcome to Technology Short Take #180! It’s hard to believe that July is almost over, and that 2024 is flying past us. It’s probably time that you, my readers, took some time to slow down and read more technical blogs. To help with that, I just happen to have a little collection of links to share. Enjoy!

Networking

  • Read this article to better understand why native VLANs exist.

Servers/Hardware

Security

Experience Expansion

Recently at Networking Field Day, one of the presenters for cPacket had a wonderful line that stuck with me:

There’s no compression algorithm for experience.

Like, floored. Because it hits at the heart of a couple of different things that are going on in the IT industry right now that showcase why it feels like everything is on the verge of falling apart and what we can do to help that.

Misteaks Hapin

Let’s just get this out of the way: you are going to screw up. Anyone doing any job ever for any amount of time has made a mistake. I know I’ve made my fair share of them over the years. When I finished chastising myself I looked back at what happened, figured out what went wrong, and made sure that it didn’t happen that exact same way again. That’s experience.

Experience is key to understanding why we do things the way we do them or why we don’t do something a certain way. You know how you get experience? By doing it. It’s rare that someone can read a book or a blog post about some topic and instantly know everything there is to know about Continue reading

Using netlab Reports

Did you know you can use netlab to generate reports describing your lab topology, IP addressing, BGP details, or OSPF areas? The magic command (netlab report) was introduced in August 2023, followed by netlab show reports to display the available reports a few months later.

You can generate the reports in text, Markdown, or HTML format. The desired format is selected with the report name suffix. For example, the bgp-asn.md report will create Markdown text.

Let’s see how that works.

Read more …

Meta Lets Its Largest Llama AI Model Loose Into The Open Field

A scant three months ago, when Meta Platforms released the Llama 3 AI model in 8B and 70B versions, which correspond to the billions of parameters they can span, we asked the question we ask of every open source tool or platform since the dawn of Linux: Who’s going to profit from it and how are they going to do it? …

Meta Lets Its Largest Llama AI Model Loose Into The Open Field was written by Jeffrey Burt at The Next Platform.

I’m a Network Engineer, I Want to Learn Cloud, What Should I Do?

I'm a Network Engineer, I Want to Learn Cloud, What Should I Do?

As a Network Engineer, I often receive messages on LinkedIn and through my blog with people asking, “How do I start learning about Cloud?” After getting so many similar messages, I thought it would be more easier to write a dedicated blog post to address this. If you’re looking for a quick answer, I’ll tell you this, Learning about Cloud is easier than you might think, especially if you’re already familiar with networking concepts like BGP, Subnets and Routing.

💡
Please note that when I mention “Cloud,” I’m specifically talking about the networking aspects of cloud computing. The cloud covers a vast array of technologies, and trying to learn everything is almost impossible. So, my focus here is primarily on understanding how networking functions within the cloud, and perhaps managing some virtual machines (VMs). I’ll be focusing on AWS since that’s the cloud environment I’m most familiar with.

Please note, this blog post isn’t intended to teach you everything about AWS but rather to point you in the right direction on how to begin learning. The best way to learn is by actively doing something in AWS and picking up more knowledge as you go.

If You Continue reading

Dropped packet notifications with Arista Networks

Visibility into dropped packets is essential for Artificial Intelligence/Machine Learning (AI/ML) workloads, where a single dropped packet can stall large scale computational tasks, idling millions of dollars worth of GPU/CPU resources, and delaying the completion of business critical workloads. Enabling real-time sFlow telemetry provides the observability into traffic flows and packet drops needed to effectively manage these networks.

The availability of the Arista EOS 4.31.4M maintenance release brings sFlow dropped packet monitoring (previously demonstrated using the 4.30.1F feature release - see SC23 Dropped packet visibility demonstration) to production networks, see EOS Life Cycle Policy 
sflow sampling 50000
sflow polling-interval 20
sflow vrf mgmt destination 203.0.113.100
sflow vrf mgmt source-interface Management0
sflow run
The above Arista EOS commands enable sFlow counter polling and packet sampling on all ports, sending the sFlow telemetry to the sFlow analyzer at 203.0.113.100 
flow tracking mirror-on-drop
  sample limit 100 pps
  !
  tracker SFLOW
    exporter SFLOW
      format sflow
      collector sflow
      local interface Management0
  no shutdown
The above commands add sFlow Dropped Packet Notification Structures to the sFlow telemetry feed using Broadcom Mirror on Drop (MoD) instrumentation. Broadcom implements mirror-on-drop in Jericho 2, Trident 3, and Tomahawk 3, Continue reading

TL001: The Line Between Management and IC Leadership

This first episode of Technically Leadership explores distinctions and commonalities between the management track and the staff engineer track with guests Nick Silkey and Martin Smith. Our guests share their stories from both perspectives and offer advice for those considering similar paths in technical leadership. Episode Guests: Nick Silkey and Martin Smith Nick Silkey, Senior... Read more »

Making WAF ML models go brrr: saving decades of processing time

We made our WAF Machine Learning models 5.5x faster, reducing execution time by approximately 82%, from 1519 to 275 microseconds! Read on to find out how we achieved this remarkable improvement.

WAF Attack Score is Cloudflare's machine learning (ML)-powered layer built on top of our Web Application Firewall (WAF). Its goal is to complement the WAF and detect attack bypasses that we haven't encountered before. This has proven invaluable in catching zero-day vulnerabilities, like the one detected in Ivanti Connect Secure, before they are publicly disclosed and enhancing our customers' protection against emerging and unknown threats.

Since its launch in 2022, WAF attack score adoption has grown exponentially, now protecting millions of Internet properties and running real-time inference on tens of millions of requests per second. The feature's popularity has driven us to seek performance improvements, enabling even broader customer use and enhancing Internet security.

In this post, we will discuss the performance optimizations we've implemented for our WAF ML product. We'll guide you through specific code examples and benchmark numbers, demonstrating how these enhancements have significantly improved our system's efficiency. Additionally, we'll share the impressive latency reduction numbers observed after the rollout.

Before diving Continue reading

Making WAF ML models go brrr: saving decades of processing time

We made our WAF Machine Learning models 5.5x faster, reducing execution time by approximately 82%, from 1519 to 275 microseconds! Read on to find out how we achieved this remarkable improvement.

WAF Attack Score is Cloudflare's machine learning (ML)-powered layer built on top of our Web Application Firewall (WAF). Its goal is to complement the WAF and detect attack bypasses that we haven't encountered before. This has proven invaluable in catching zero-day vulnerabilities, like the one detected in Ivanti Connect Secure, before they are publicly disclosed and enhancing our customers' protection against emerging and unknown threats.

Since its launch in 2022, WAF attack score adoption has grown exponentially, now protecting millions of Internet properties and running real-time inference on tens of millions of requests per second. The feature's popularity has driven us to seek performance improvements, enabling even broader customer use and enhancing Internet security.

In this post, we will discuss the performance optimizations we've implemented for our WAF ML product. We'll guide you through specific code examples and benchmark numbers, demonstrating how these enhancements have significantly improved our system's efficiency. Additionally, we'll share the impressive latency reduction numbers observed after the rollout.

Before diving Continue reading

BGP, EVPN, VXLAN, or SRv6?

Daniel Dib asked an interesting question on LinkedIn when considering an RT5-only EVPN design:

I’m curious what EVPN provides if all you need is L3. For example, you could run pure L3 BGP fabric if you don’t need VRFs or a limited amount of them. If many VRFs are needed, there is MPLS/VPN, SR-MPLS, and SRv6.

I received a similar question numerous times in my previous life as a consultant. It’s usually caused by vendor marketing polluting PowerPoint slide decks with acronyms without explaining the fundamentals1. Let’s fix that.

Read more …

Native Kubernetes cluster mesh with Calico

workloads from remote clusters

As Kubernetes continues to gain traction in the cloud-native ecosystem, the need for robust, scalable, and highly available cluster deployments has become more noticeable.

While a Kubernetes cluster can easily expand via additional nodes, the downside of such an approach is that you might have to spend a lot of time troubleshooting the underlying networking or managing and updating resources between clusters. On top of that, a multi-regional scenario or hyper-cloud environment might be off the limits depending on the limitations that a cloud provider or your Kubernetes distro might impose on your environment.

Calico Enterprise cluster mesh is a suite of features native to Kubernetes with a multi-layer design that connects two or more Kubernetes clusters and seamlessly shares resources between them. This post will explore cluster mesh, its benefits, and how it can enhance your Kubernetes environment.

Projects that provide cluster mesh

Multiple projects offer cluster mesh, and while they are all similar in basic principles, each has a different take on implementing this solution in an environment.

The following table is a brief overview of notable projects that offer cluster mesh:

Calico Open Source Calico Enterprise Cilium Calico Enterprise Submariner
Encapsulation IPIP Direct Continue reading
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