Hedge 290: The Amoeba and the Mathematician
In this Hedge roundtable, Eyvonne, Tom, and Russ discuss The Amoeba and the Mathematician
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In this Hedge roundtable, Eyvonne, Tom, and Russ discuss The Amoeba and the Mathematician
download
Like OSPF, IS-IS was designed when router memory was measured in megabytes and clock speeds in megahertz. Not surprisingly, it includes a scalability mechanism similar to OSPF areas. An IS-IS router could be a level-1 router (having in-area prefixes and a default route), a level-2 router (knowing just inter-area prefixes), or a level-1-2 router (equivalent to OSPF ABR).
Even though multilevel IS-IS is rarely used today, it always makes sense to understand how things work, and the Multilevel IS-IS Deployments lab exercise created by Dan Partelly gives you a perfect starting point.
Click here to start the lab in your browser using GitHub Codespaces (or set up your own lab infrastructure). After starting the lab environment, change the directory to advanced/1-multilevel and execute netlab up.
Did people complain – and by people, we mean Wall Street – as the world’s largest bookseller invested huge amounts of money to transform itself into an alternative to driving to Wal-Mart? …
Oracle Is Using OpenAI To Build A Platform For The Enterprise was written by Timothy Prickett Morgan at The Next Platform.
Organizations are struggling with rising operational complexity, fragmented tools, and inconsistent security enforcement as Kubernetes becomes the foundation for modern application platforms. As a result of this complexity and fragmentation, platform teams are increasingly burdened by the need to stitch together separate solutions for networking, network security, and observability. This fragmentation also creates higher operating costs, security gaps, inefficient troubleshooting, and an elevated risk of outages in mission-critical environments. The challenge is even greater for companies running multiple Kubernetes distributions, as relying on each platform’s unique and often incompatible networking stack can lead to significant vendor lock-in and operational overhead.
Tigera’s unified platform strategy is designed to address these challenges by providing a single solution that brings together all the essential Kubernetes networking and security capabilities enterprises need, that includes Istio Ambient Mode, delivered consistently across every Kubernetes distribution.

Istio Ambient Mode brings sidecarless service-mesh functionality that includes authentication, authorization, encryption, L4/L7 traffic controls, and deep application-level (L7) observability directly into the unified Calico platform. By including Istio Ambient Mode with Calico and making it easy to install and manage with the Tigera Continue reading
On December 3, 2025, immediately following the public disclosure of the critical, maximum-severity React2Shell vulnerability (CVE-2025-55182), the Cloudforce One Threat Intelligence team began monitoring for early signs of exploitation. Within hours, we observed scanning and active exploitation attempts, including traffic originating from infrastructure associated with Asian-nexus threat groups.
Early activity indicates that threat actors quickly integrated this vulnerability into their scanning and reconnaissance routines. We observed systematic probing of exposed systems, testing for the flaw at scale, and incorporating it into broader sweeps of Internet‑facing assets. The identified behavior reveals the actors relied on a combination of tools, such as standard vulnerability scanners and publicly accessible Internet asset discovery platforms, to find potentially vulnerable React Server Components (RSC) deployments exposed to the Internet.
Patterns in observed threat activity also suggest that the actors focused on identifying specific application metadata — such as icon hashes, SSL certificate details, or geographic region identifiers — to refine their candidate target lists before attempting exploitation.
In addition to React2Shell, two additional vulnerabilities affecting specific RSC implementations were disclosed: CVE-2025-55183 and CVE-2025-55184. Both vulnerabilities, while distinct from React2Shell, also relate to RSC payload handling and Server Function semantics, and are described in more detail Continue reading
The first IPv6 specs were published in 1995, and yet 30 years later, we still have a pretty active IETF working group focused on “developing guidelines for the deployment and operation of new and existing IPv6 networks.” (taken from the old charter; they updated it in late October 2025). Why is it taking so long, and what problems are they trying to solve?
Nick Buraglio, one of the working group chairs, provided some answers in Episode 203 of the Software Gone Wild podcast.
We are still mulling over all of the new HPC-AI supercomputer systems that were announced in recent months before and during the SC25 supercomputing conference in St Louis, particularly how the slew of new machines announced by the HPC national labs will be advancing not just the state of the art, but also pushing down the cost of the FP64 floating point operations that still drives a lot of HPC simulation and modeling work. …
Driving HPC Performance Up Is Easier Than Keeping The Spending Constant was written by Timothy Prickett Morgan at The Next Platform.
[Rewritte 12. Dec-2025]
After a Work Request Entity (WRE) is created, the UET provider generates the parameters needed by the Semantic Sublayer (SES) headers. At this stage, the SES does not construct the actual wire header. Instead, it provides the header parameters, which are later used by the Packet Delivery Context (PDC) state machine to construct the final SES wire header, as explained in the upcoming PDC section. These parameters ensure that all necessary information about the message, including addressing and size, is available for later stages of processing.
In our example, the data to be written to the remote GPU is 16 384 bytes. The dual-port NIC in figure 5-5 has a total memory capacity of 16 384 bytes, divided into three regions: a 4 096-byte guaranteed per-port buffer for Eth0 and Eth1, and an 8 192-byte shared memory pool available to both ports. Because gradient synchronization requires lossless delivery, all data must fit within the guaranteed buffer region. The shared memory pool cannot be used, as its buffer space is not guaranteed.
Since the message exceeds the size of the guaranteed buffer, it must be fragmented. The UET provider splits the 16 384-byte Continue reading
A big problem with deploying traffic engineering is configuration complexity. This has now been solved.
Typical reasons for using traffic engineering are:
In 2007, Jeff Atwood published a legendary blog post summarizing a 1997 paper by Brian Foote and Joseph Yoder.
Reading that blog post (or the original paper), the inevitable conclusion is that we haven’t made much progress in the last 20 years. Even worse, almost every single pathological architecture described in that blog post applies quite well to real-life organically grown networks.
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