Worth Reading 070325


Ossification is still a major issue in today’s networking environment, and while it’s not a theme in the architecture of the transmission platform, we see it in the Internet Protocol itself, in our transport protocols, in our routing protocols, and in various applications.


The Federal Bureau of Investigation (FBI) is issuing this Public Service Announcement to warn the public about cyber criminals exploiting Internet of Things (IoT)1 devices connected to home networks to conduct criminal activity using the BADBOX 2.0 botnet2.


hile the architecture of the 900 series had no support for partitioning memory (requiring cooperation for multi-user activity), and many ran without any operating system at all, there was an optional NPL interface.


Most protocols do not have the equivalent of an X-Forwarded-For header. To solve this, HAProxy came up with the PROXY protocol, which is a Layer 4 protocol that allows a proxy server to communicate client information to a backend server.


If you built a proper technology strategy in the first place, driven by the business strategy, then no matter what is happening don’t ignore it, and don’t throw it out—update it and stick to it!

Posted in WORTH READING

Hedge 272: Are we addicted to the CLI?

Is the CLI the best way to configure, manage, and troubleshoot routers and other networking gear? Or should we move past the CLI towards automation and (possibly even) GUI-based tools? Mark Posser joins Russ and Tom to discuss on this episode of the Hedge.
 

 
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For more reading on this topic, please check out this post by Chris Grundemann.

Posted in AUDIO, HEDGE

Worth Reading 062625


If you’ve worried that AI might take your job, deprive you of your livelihood, or maybe even replace your role in society, it probably feels good to see the latest AI tools fail spectacularly.


The Virginia Supreme Court issued a ruling against Cox Communications that should trouble anybody building a fiber network that must cross railroad tracks. The case involves a dispute brought by the Norfolk Southern Railroad that challenged a new right-of-way law related to railroads.


Julia Angwin’s opinion piece clutches at courtroom verdicts and minor regulatory wins like a child gripping a plastic sword in the middle of an actual war. Yes, there are lawsuits.


This makes a huge difference to the way ChatGPT works: it can now behave as if it has recall over prior conversations, meaning it will be continuously customized based on that previous history.


Traditionally, Cilium’s BGP implementation required users to explicitly specify peer IP addresses in BGP cluster configurations to establish BGP sessions with Top-of-Rack (ToR) switches. While this approach functions adequately in small environments, it becomes difficult to manage for large-scale deployments involving thousands of Kubernetes nodes distributed across numerous racks.

Posted in WORTH READING

Worth Reading 062425


There has been a major change in the landscape of the internet over the past few years with the progressive introduction of the QUIC transport protocol. Here I’d like to look at where we are up to with the deployment of QUIC on the public Internet. But first, a review of the QUIC protocol.


The PCI Special Interest Group (PIC-SIG) just released official specs for PCIe 7.0, doubling the bandwidth again for high-performance kit such as network cards, while hinting that PCIe 8.0 may not achieve the same.


Our model training with adversarial data significantly enhanced our defenses against indirect prompt injection attacks in Gemini 2.5 models (technical details).


Apple has a new paper; it’s pretty devastating to LLMs, a powerful followup to one from many of the same authors last year.


Good intentions don’t always result in good outcomes. This is especially the case with recent suggestions regarding end-to-end-encryption adaptability requirements for number independent communication services.

Posted in WORTH READING

Worth Reading 062325


asically, model collapse happens when the training data no longer matches real-world data, leading the new LLM to produce gibberish, in a 21st-century version of the classic computer aphorism “garbage in, garbage out.”


As AI workloads scale to thousands of accelerators, the interconnect fabric (also known as a scale-up fabric) for rack-scale systems is under intense scrutiny. Significant advancements are reshaping scale-up connectivity in 2025.


Standardized in 2021, QUIC is a UDP-based protocol designed to improve upon the TCP / TLS stack. While the QUIC protocol recommends pacing, and congestion control algorithms like BBR rely on it, the user-space nature of QUIC introduces unique challenges.


According the Google Cloud’s mini incident report, the issue occurred due to an invalid automated quota update to the API management system, which was distributed globally, causing external API requests to be rejected.


The specification details enhancements to Ethernet that improve low-latency transport in high-throughput networking deployments. It includes a modern Remote Direct Memory Access (RDMA) approach, direct memory access implementations, transport protocols, and congestion control mechanisms.

Posted in WORTH READING