8 ways to prepare your data center for AI’s power draw

As artificial intelligence takes off in enterprise settings, so will data center power usage. AI is many things, but power efficient is not one of them.For data centers running typical enterprise applications, the average power consumption for a rack is around 7 kW. Yet it’s common for AI applications to use more than 30 kW per rack, according to data center organization AFCOM. That’s because AI requires much higher processor utilization, and the processors – especially GPUs – are power hungry. Nvidia GPUs, for example, may run several orders of magnitude faster than a CPU, but they also consume twice as much power per chip. Complicating the issue is that many data centers are already power constrained.To read this article in full, please click here

Worth Reading: Early History of Usenet

Steve Bellovin wrote a great series of articles describing the early history of Usenet. The most interesting part in the “security and authentication” part was probably this gem:

That left us with no good choices. The infrastructure for a cryptographic solution was lacking. The uux command rendered illusory any attempts at security via the Usenet programs themselves. We chose to do nothing. That is, we did not implement fake security that would give people the illusion of protection but not the reality.

A lot of other early implementers chose the same route, resulting in SMTP, BGP… which wouldn’t be a problem if someone kept track of that and implemented security a few years later. Unfortunately we considered those problems solved and moved on to chase other squirrels. We’re still paying the interest on that technical debt.

CCDE Study Guide

Go Notes: Structs

Go Notes: Structs

Signals, Go & Immutable Infrastructure

From the days of old, setting fire to a large torch would signal to a neighbouring town something was going on. On the Great Wall in China, reports of signals reaching some 470 miles can be read on Wikipedia! Back to the future and modern day times, signals are transmitted and received as part of every application we touch. Signals underpin a system’s communications, irrelevant of what that system is. Software gives off many signals of a wide variety in normal operations and through signal correlation, we can yield useful events. Signals can also be used to achieve an outcome in a remote system as well as direct application API calls.

Being a fan of systems that have a natural synergy to them, I also look for ways to tie application functionality into natural system interactions.

For this post, I want to talk about the separation of concerns between an application’s functionality via it’s primary operational interface, likely an API of some sort, versus the application’s operational configuration, which allows it start on the correct TCP/IP port and consume the correct credential information.

Why not just get the application to refresh its configuration through the operational interface? The best way Continue reading

Worth Reading: Going Back to Being an Engineer

Another great advice from Charity Majors: does it make sense to go back to being an engineer after being a manager for a few years?

Personal note: finding a great replacement for my CTO role was probably the best professional decision I ever made ;)

Asynchronous Zsh prompt with Git status

Zsh ships vcs_info, a function fetching information about the VCS state for the current directory and populating a variable that can be used in a shell prompt. It supports several VCS, including Git and SVN. Here is an example of configuration:

autoload -Uz vcs_info
zstyle ':vcs_info:*' enable git

() {
    local formats="${PRCH[branch]} %b%c%u"
    local actionformats="${formats}%{${fg[default]}%} ${PRCH[sep]} %{${fg[green]}%}%a"
    zstyle ':vcs_info:*:*' formats           $formats
    zstyle ':vcs_info:*:*' actionformats     $actionformats
    zstyle ':vcs_info:*:*' stagedstr         "%{${fg[green]}%}${PRCH[circle]}"
    zstyle ':vcs_info:*:*' unstagedstr       "%{${fg[yellow]}%}${PRCH[circle]}"
    zstyle ':vcs_info:*:*' check-for-changes true
}

add-zsh-hook precmd vcs_info

You can use ${vcs_info_msg_0_} in your prompt to display the current branch, the presence of staged and unstaged changes, as well as the ongoing action.¹ Have a look at the documentation for more details.

On large repositories, some information are expensive to fetch. While vcs_info queries Git, interactions with Zsh are stuck. A possible solution is to execute vcs_info asynchronously with zsh-async.

Continue reading

Operators Dish on Edge Computing Strategies at MEF 2019

TCP MD5

TCP_MD5 (RFC 2385) is something that doesn’t come up often. There’s a couple of reasons for that, good and bad.

I used it with tlssh, but back then (2010) it was not practical due to the limitations in the API on Linux and OpenBSD.

This is an updated post, written after I discovered TCP_MD5SIG_EXT.

What it is

In short it’s a TCP option that adds an MD5-based signature to every TCP packet. It signs the source and destination IP addresses, ports, and the payload. That way the data is both authenticated and integrity protected.

When an endpoint enables TCP MD5, all unsigned packets (including SYN packets) are silently dropped. For a signed connection it’s not even possible for an eavesdropper to reset the connection, since the RST would need to be signed.

Because it’s on a TCP level instead of part of the protocol on top of TCP, it’s the only thing that can protect a TCP connection against RST attacks.

It’s used by the BGP protocol to set a password on the connection, instead of sending the password in the handshake. If the password doesn’t match the TCP connection doesn’t even establish.

But outside of BGP it’s essentially Continue reading

BiB083 – Forescout – Visibility For Segmentation

I'm talking about Forescout after receiving a briefing during Tech Field Day 20.

The post BiB083 – Forescout – Visibility For Segmentation appeared first on Packet Pushers.

BiB083 – Forescout – Visibility For Segmentation

Five Minutes To Magic Time

Have you ever worked with someone that has the most valuable time in the world? Someone that counts each precious minute in their presence as if you’re keeping them from something very, very important that they could use to solve world hunger or cure cancer? If you haven’t then you’re a very lucky person indeed. Sadly, almost everyone, especially those in IT, has had the misfortune to be involved with someone whose time is more precious than platinum-plated saffron.

That’s not to say that we should be wasting the time of those we work with. Simple things like being late to meetings or not having your materials prepared are easy ways to help reduce the time of meetings or to make things run smoothly. Those items are common courtesies that should be extended to all the people you meet, from the cashier that takes your order at a fast food establishment to the most powerful people on the planet. No, this is about something deeper and more insidious.

No Time For Hugs

I’ve seen the kind of behavior I’ve described very often in the higher echelons of companies. People that live at the CxO level often have very little time Continue reading

Heavy Networking 488: Using Genetic Algorithms To Avoid Internet Censorship

Today's Heavy Networking dives into a research project, Geneva, that uses genetic algorithms to evade Internet censorship. The project was developed at the University of Maryland. We drill into how it works with guests Dr. David Levin and graduate student Kevin Bock from the University of Maryland.

The post Heavy Networking 488: Using Genetic Algorithms To Avoid Internet Censorship appeared first on Packet Pushers.

Nokia Argues Cloud Native Is Essential to 5G Core

A10 Hires New CEO, No Word on Potential Sale

Learn the basics of electrical engineering for only $25 today.

Without electrical engineers, everything from your home lighting to your smartphone wouldn’t work properly. Needless to say, electrical engineers make our world go round, and it’s them who spearhead the latest innovations in tech. If you’re intent on creating the world’s next revolutionary product, you’ll at least need to understand the basics, and this bundle will get you up to speed for just $25.To read this article in full, please click here

Recommended Networking Resources for September 2019 First Week

Weekly Wrap: Palo Alto Networks Leaps Into SASE Market

Video: Breaking the End-to-End Principle

Original TCP/IP and OSI network stacks had relatively clean layered architecture (forgetting the battle scars for the moment) and relied on end-to-end principle to keep the network core simple.

As always, no good deed goes unpunished - “creative” individuals trying to force-fit their mis-designed star-shaped pegs into round holes, and networking vendors looking for competitive advantage quickly destroyed the idea with tons of middlebox devices, ranging from firewalls and load balancers to NAT, WAN optimization, and DPI monstrosities.

You need free ipSpace.net subscription to watch the video, or a paid ipSpace.net subscriptions to watch the whole How Networks Really Work webinar.