N4N023: DNS – Turning Names Into Numbers
The Domain Name System (DNS) keeps the Internet running. On today’s N Is For Networking podcast, we talk about how DNS transforms human-readable host names into IP addresses so that Internet traffic can be sent to the right place. We talk about root name servers, Top Level Domains (TLDs), and other elements of the DNS... Read more »Worth Reading: BGP Unnumbered in 2025
Gabriel sent me a pointer to a blog post by Rudolph Bott describing the details of BGP Unnumbered implementations on Nokia, Juniper, and Bird.
Even more interestingly, Rudolph points out the elephant I completely missed: RFC 8950 refers to RFC 2545, which requires a GUA IPv6 next hop in BGP updates (well, it uses the SHALL wording, which usually means “troubles ahead”). What do you do if you’re running EBGP on an interface with no global IPv6 addresses? As expected, vendors do different things, resulting in another fun interoperability exercise.
Finally, there’s RFC 7404 that advocates LLA-only infrastructure links, so we might find the answer there. Nope; it doesn’t even acknowledge the problem in the Caveats section.
For even more information, read the Unnumbered IPv4 Interfaces and BGP in Data Center Fabrics blog posts.
IBM Will Catch A Piece Of The GenAI Wave With Next-Gen Systems
We don’t normally spend a lot of time writing about IBM mainframes, but these big iron systems drive a lot of transactions in the world – transactions flush with demographics and context that will feed into AI models – and will be doing native and integrated AI processing for the applications that push those applications. …
IBM Will Catch A Piece Of The GenAI Wave With Next-Gen Systems was written by Timothy Prickett Morgan at The Next Platform.
Recap: KubeCon + CloudNativeCon Europe 2025
When I got the assignment to attend KubeCon 1st of April I thought it was an April prank, but as the date got closer I realized—this is for real and I’ll be on the ground in London at the tenth anniversary of cloud native computing. I’ve seen a lot of tech events during my years in the industry while trying not to get replaced by AI and I have to say this one stands out!
Image source: CNCF YouTube Channel
Here is my recap of KubeCon + CloudNativeCon Europe 2025.
CalicoCon 2025
CalicoCon is an event that happens twice every year, as a co-located event during KubeCon NA and EU. It’s a free event that allows you to learn about Tigera’s vision for the future of networking and security in the cloud. There’s also an after-party to celebrate our community and people like you who are on this journey with us!
This year our main focus was on Calico v3.30, our upcoming release that will add a lot of anticipated features to Calico, unlocking things like observability, staged network policy, and gateway api. CalicoCon brought together cloud-native enthusiasts to explore the latest advancements in Calico and Kubernetes networking.
NAN090: Examining Network Automation’s Present and Future With Chris Grundemann
Today we explore the current state of network automation with Chris Grundemann, a co-founder of Network Automation Forum. Chris gives the history of the Network Automation Forum and AutoCon conference, which aims to blend technology and community. He shares ideas for advancing network automation, and invites other network engineers to participate in shaping the future... Read more »Nvidia NeMo Microservices For AI Agents Hits The Market
Last year, amid all the talk of the “Blackwell” datacenter GPUs that were launched at last year’s GPU Technicval Conference, Nvidia also introduced the idea of Nvidia Inference Microservices, or NIMs, which are prepackaged enterprise-grade generative AI software stacks that companies can use as virtual copilots to add custom AI software to their own applications. …
Nvidia NeMo Microservices For AI Agents Hits The Market was written by Jeffrey Burt at The Next Platform.
The Separate But Equal AI Realms Of China And The US
China has lots of coal but it does not have a lot of GPUs or other kinds of tensor and vector math accelerators appropriate for HPC and AI. …
The Separate But Equal AI Realms Of China And The US was written by Timothy Prickett Morgan at The Next Platform.
D2DO270: Spacelift Is Your Infrastructure Glue (Sponsored)
Working with multiple Infrastructure as Code (IAC) tools can be painful. Spacelift provides a platform that operates on top of disparate IaC tools, including Ansible, Kubernetes, Pulumi, Terraform, and OpenTofu. Spacelift helps build the automation with and between these tools, creating graphs of graphs that make your dependencies just work. On today’s show, we talk... Read more »PP059: News Roundup – Oracle Plays Breach Word Games, Fast Flux Worries CISA, AI Package Hallucinations, and More
Once a month, the Packet Protector podcast likes to see what’s going on out there via our news roundup. There’s a lot happening! Today we discuss Fortinet warning that a threat actor has found a way to maintain read-only access on Fortinet devices even if you’ve applied the patch for the original threat. Avanti VPNs... Read more »Freeing Developers From GenAI Deployment Nightmares
PARTNER CONTENT: “Developers have to build it, right, and their first concern is to make it work,” says CentML chief executive officer Gennady Pekhimenko. …
Freeing Developers From GenAI Deployment Nightmares was written by Timothy Prickett Morgan at The Next Platform.
HS101: Time for a Cybersecurity Spring Cleaning?
Most organizations have a long list of security holes in the form of unpatched systems and other known but unresolved vulnerabilities. Is it time to hit the big PAUSE button and fix, patch, or mitigate all of that before we resume deploying new systems (and their accompanying risks)? Join us as we tear into whether... Read more »
New year, no shutdowns: the Q1 2025 Internet disruption summary
Cloudflare’s network spans more than 330 cities in over 125 countries, where we interconnect with over 13,000 network providers in order to provide a broad range of services to millions of customers. The breadth of both our network and our customer base provides us with a unique perspective on Internet resilience, enabling us to observe the impact of Internet disruptions at both a local and national level, as well as at a network level.
As we have noted in the past, this post is intended as a summary overview of observed and confirmed disruptions, and is not an exhaustive or complete list of issues that have occurred during the quarter. A larger list of detected traffic anomalies is available in the Cloudflare Radar Outage Center. Note that both bytes-based and request-based traffic graphs are used within the post to illustrate the impact of the observed disruptions — the choice of metric was generally made based on which better illustrated the impact of the disruption.
In the first quarter of 2025, we observed a significant number of Internet disruptions due to cable damage and power outages. Severe storms caused outages in Ireland and Réunion, and an earthquake caused ongoing connectivity issues Continue reading
Generating an optimal segment list for SR-TE
Segment Routing simplifies MPLS for the network operator – but not for the developer.
How Traffic Engineering works
Consider the topology:
I want to steer traffic from R1 to R7 using only blue links. R1 (or controller) runs Constrained Shortest …
How ARP Killed a Static Route
The amount of weird stuff we discover in netlab integration tests is astounding, or maybe I have a knack for looking into the wrong dark corners (my wife would definitely agree with that). Today’s special: when having two next hops kills a static route.
TL&DR: default ARP settings on a multi-subnet Linux host are less than optimal.
We use these principles when creating netlab integration tests:
- They should contain a single device-under-test and a bunch of attached probes.
- They should test a single feature.
- They should not rely on the device-under-test. All validation has to be done on probes.
How do you test static routes under these restrictions? Here’s what we did:
Ultra Valuable uv for Dynamic, On-Demand Python Virtual Environments
What is UV? Astral's uv is a fast, all-in-one Python package and project manager written in Rust that unifies and accelerates Python development workflows by replacing multiple tools and actions including: pip, pip-tools, poetry, pipx, pyenv, virtualenv, and twine initializing a git repository creating base files like .gitignore and pyproject.toml (think of this as requirements.txt READ MORE
The post Ultra Valuable uv for Dynamic, On-Demand Python Virtual Environments appeared first on The Gratuitous Arp.
The Chips Are Definitely Not Down
The semiconductor manufacturing business is absolutely immense. To give the numbers some perspective, in 2024, chip makers generated revenues that were about three quarters of the size of the US defense budget and about two-thirds the size of the social services budget allocated by Congress. …
The Chips Are Definitely Not Down was written by Timothy Prickett Morgan at The Next Platform.
AI Metrics with Prometheus and Grafana
The metrics include:
- Total Traffic Total traffic entering fabric
- Operations Total RoCEv2 operations broken out by type
- Core Link Traffic Histogram of load on fabric links
- Edge Link Traffic Histogram of load on access ports
- RDMA Operations Total RDMA operations
- RDMA Bytes Average RDMA operation size
- Credits Average number of credits in RoCEv2 acknowledgements
- Period Detected period of compute / exchange activity on fabric (in this case just over 0.5 seconds)
- Congestion Total ECN / CNP congestion messages
- Errors Total ingress / egress errors
- Discards Total ingress / egress discards
- Drop Reasons Packet drop reasons
This article gives step-by-step instructions to set up the dashboard in a production environment.
git clone https://github.com/sflow-rt/prometheus-grafana.git cd prometheus-grafana env RT_IMAGE=ai-metrics ./start.sh
The easiest way to get started is to use Docker, see Deploy real-time network dashboards using Docker compose, and deploy the sflow/ai-metrics image bundling the AI Metrics application to generate metrics.
scrape_configs:
- job_name: 'sflow-rt-ai-metrics'
metrics_path: /app/ai-metrics/scripts/metrics.js/prometheus/txt
scheme: http
Continue reading