I find Debian as one of the best Linux distros available. End users should generally […]
The post Debian 11 After Install Guide first appeared on Brezular's Blog.
Today on the Tech Bytes podcast we’re talking SD-WAN. We dive into new features and capabilities in Aruba EdgeConnect SD-WAN, including new security and segmentation features, licensing options, and more. Our sponsor is Aruba, a Hewlett Packard Enterprise company.
The post Tech Bytes: Aruba Enhances Security Capabilities In EdgeConnect SD-WAN (Sponsored) appeared first on Packet Pushers.
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
Take a Network Break! This week we discuss a trio of stories at the intersection of tech and global political power struggles. Plus, startup Versa Networks lands $120 million investment in a pre-IPO round, and tech companies including Juniper Networks, Intel, and Google/Alphabet release financial results.
The post Network Break 405: Tech And Geopolitics Collide; Juniper Posts Record Q3 Results appeared first on Packet Pushers.
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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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.