Sponsored Feature: Humans have wanted to know what the weather is going to do since first we understood how the forces of nature determined our expectations of survival. …
Lenovo And UConn Use HPC And AI To Predict The Weather was written by James Hayes at The Next Platform.
I’ve never done a post on Forti-anything, but I’m really appreciating the products Fortinet is putting out lately. They’re transitioning from “run your SMB off of our stuff” to “actually, we’re pretty good for larger companies”, so their GUI lacks features to keep the SMB from blowing stuff up, The advanced features are there in the CLI, and I wanted to use it to show that difference between the GUI and the real config.
Let’s review some of the basic configuration elements of BGP first. You need an autonomous system (AS) number and a router ID for your side. You also need the AS number of the remote system. You need the IP address on their side (usually the interface facing you). That looks something like this. We’re going to be ‘Fortigate 1’ for this exercise.
With just this information, we can turn up a BGP neighbor that does absolutely nothing. To actually send some routes, you need to tell BGP what to send. We’ll keep this simple and add just connected networks. Adding to the diagram, we get this.
Now we have something of value (though choosing BGP over OSPF or RIP for this little scenario is pretty horrible). Continue reading
This article from Apple boggles my brain: Apple Security Bounty. Upgraded. – Apple Security Research – https://security.apple.com/blog/apple-security-bounty-upgraded/ In the past two and a half years since opening our program, we’re incredibly proud to have awarded researchers nearly $20 million in total payments, with an average payout of $40,000 in the Product category, and including 20 […]
In a cloud model, the security of the environment and compliance becomes the responsibility of both the end users and the cloud provider. This is what we call the shared responsibility model in which every part of the cloud, including the hardware, data, configurations, access rights, and operating system, are protected. Depending on the local legislation and the origin of the data that is handled (for instance laws like HIPAA, the GDPR in Europe, or the Californian CCPA), you may have to enforce strict rules on your environment and log events for audit purposes. AWS CloudTrail will help you to achieve this goal. The service can collect and record any kind of information coming from your environment and store or send the events to a destination for audit. In addition to security and compliance, this service helps keep track of resource consumption.
Ansible’s CloudTrail module is used to leverage the various features of the CloudTrail service to monitor and audit user activities and API calls in the AWS environment. A trail is a configuration that lets us describe an event filter and decide where the matching entries should be sent. The recent 5.0.0 release of the Amazon.aws Continue reading
Hello my friend,
It took a bit since our previous blogpost about the setup of the highly-available Kubernetes cluster with multiple control plane and worker nodes. We aimed to write the blogpost about the upgrade, but we will park it for now for two reasons:
Therefore, we decided to walk you through the main components used to build and publish your application in a cloud native way on Kubernetes. Let’s dive into that.
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or otherwise, for commercial purposes without the
prior permission of the author.
These days there are interesting projects emerging with Kubernetes acting as a management plane for network devices. Kubernetes in such projects has a role of the entity, which distributes configuration to the worker nodes, which are either proxies for Continue reading
In case of Linear Models, we assume a linear relationship between the mean of the response variable and a set of explanatory variables with inference assuming that response variable has a Normal conditional distribution with constant variance. The Generalized Linear Model permits the distribution for the Response Variable other than the normal and permits modeling of non-linear functions of the mean. Linear models are special case of GLM.
GLM extends normal linear models to encompass non-normal distributions and equating linear predictors to nonlinear functions of the mean. The fundamental preimise is that
1) We have a linear predictor. $\eta_{i} = a + Bx$.
2) Predictor is linked to the fitted response variable value of $Y_{i}, \mu_{i}$
3) The linking is done by the link function, such that $g(\mu_{i}) = \eta_{i} $. For example, for a linear function $\mu_{i} = \eta_{i}$, for an exponential function, $log(\mu_{i}) = \eta_{i}$
$ g(\mu_{i}) = \beta_{0} + \beta_{1}x_{i1} + … + \beta_{p}x_{ip} $
The link function $g(\mu_{i})$ is called the link function.
Some common examples:
A few months ago, Urs Baumann created NetTowel, a very nice CLI wrapper around several popular libraries, including Jinja2, TTP, NetMiko and netaddr. Although it seems he got busy with other things in recent months, and the development stalled a bit, the tool is definitely worth exploring.
A few months ago, Urs Baumann created NetTowel, a very nice CLI wrapper around several popular libraries, including Jinja2, TTP, NetMiko and netaddr. Although it seems he got busy with other things in recent months, and the development stalled a bit, the tool is definitely worth exploring.
It is the nature of big tech companies with near monopolies to start looking a bit like Rome in its Golden Age – the Pax Romana that held from when Augustus Caesar became emperor in 27 BC until Marcus Aurelius died in 180 AD. …
The Pax Chipzilla Is Over, And Intel Can’t Hold Back The Barbarians was written by Timothy Prickett Morgan at The Next Platform.
You may have seen that the new iPad Pro has Wi-Fi 6E support. That caused a lot of my wireless friends to jump out and order one, as I expected. As I previously mentioned, 2023 is going to be a big year for Wi-Fi 6E. I was wrong about the 6E radio on the new iPhone but given the direction that Apple is going with the iPad Pro and probably the MacBook as well we’re in for a lot of fun. Why? Because Apple is changing their stance on how to configure 6GHz networks.
If you’ve ever set up wireless networks before you know there are some different suggestions about how to configure the SSIDs with multiple bands. One school of thought says that you need to combine both 2.4GHz and 5GHz in the same SSID and let the device figure out which one is the best to use. This is the way that I have mine set up at home.
However, if you do a quick Google search you’ll find a lot of other wisdom that suggests creating two different SSIDs that only work on a single band. The thought process Continue reading
Today’s Heavy Networking, sponsored by Nokia, dives into Nokia's fabric-based approach to data center automation and operations. That approach includes its SR Linux network OS, its Fabric Services System intent-based platform, its NetOps Development Kit, or NDK, and how all this ties together to address your operational life cycle across Day zero, Day 1, Day Two, and beyond.
The post Heavy Networking 653: Design, Deploy, And Operate With Nokia Data Center Fabric Solution (Sponsored) appeared first on Packet Pushers.
Welcome to Technology Short Take #161! It’s been a little over a month since the last Technology Short Take, although the Full Stack Journey recently did an “Audio Edition” of a Technology Short Take that you should probably check out. In any case, I’ve spent the last month collecting links to articles and tutorials from around the web on all the various technologies that us IT folk are likely to encounter in our day-to-day adventures. I hope there’s something here that you find useful!
I’m often getting questions like “I’m using GNS3. Could I replace it with netlab?”
TL&DR: No.
You need a set of functions to build a network lab:
