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In the face of an Orangutan

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Just talk

Orangutan

Mother of two species.

The camels' outcry

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Just talk

Camel

When a human doesn't know what to do and people don't know how to tackle the real issue, the animals are becoming the sacrifice. Billion of animals were lost to bushfires alone and millions are slaughtered every day, yet the audacity to kill the camels is astonishing. I wonder what would be the humans' reaction if the animals called for human culling. Think about it.

Why Tux Machines Occasionally Adds Editorial Comments

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Just talk

Editorials

Summary: Editorial remarks (or Editor's comments, "Ed" for short) play a role in highlighting potential inaccuracies -- and manipulations of the mind -- when those aren't so shallow and aren't abundantly obvious

Recently, and as lately as a few hours ago, Richard Stallman exchanged some messages and we might meet again in a few months (he is traveling to the UK). Stallman and I share a concern about neglect of truth and history; for instance, many GNU programs are nowadays dubbed "LINUX COMMANDS" (I saw one example of that just 2 hours ago) and people sometimes lose sight of the important goals, focusing on brands instead of philosophy, political aspects and so on.

"Sometimes we link to something which isn't entirely accurate or can be misleading."

I would like to take this moment, on the last day of this year, to explain where we stand on issues pertaining to software freedom. A few times in the past one reader bemoaned my editorial comments (marked "Ed"), which typically bemoan something about the cited article/s. Sometimes we link to something which isn't entirely accurate or can be misleading. One example of that is openwashing. Another rather common and increasingly ubiquitous example concerns Microsoft "loving" Linux (it actually loves Windows).

We live in a world with Public Relations and marketing agencies. They exist to mislead; they shape perceptions -- that's their business model! To blindly link to just anything online without commentary or curation would likely lead us astray. Truth does matter. Facts need to be checked. This is what Tux Machines strives to achieve; throwing the word "LINUX" into something like Google News would expose one to loads of cruft, irrelevant stuff, plagiarism, pure spam and sometimes intentional lies. With no human operator or editor just about anything can be dunked into search results, owing to SEO manipulation and mishandling of indexes. I've seen that for well over a decade. Automation just doesn't work; someone who understands the problem domain needs to assess things for quality and accuracy.

"To be fair, comments are open, so readers can respond."

My adult life (since age 18 or so when I became a GNU/Linux user) involved very hard work and lifelong activism for software freedom. Not everyone agrees with me and if sometimes I may say something readers disagree with (e.g. in editorial comments), then it's likely because I try to be realistic, not jingoistic. Moreover, no two individuals will agree on everything 100% of the time. That's inevitable. So some readers might dislike these editorial comments. To be fair, comments are open, so readers can respond.

At the moment, the way I personally see it, Free software is under a number of attacks. There are different types of attacks. I think Free software will endure regardless. On a more positive note, Free software is nowadays used everywhere, it's just not being called that ("Open Source" is the term corporate media prefers) and it has been leveraged as a low-cost 'cushion' for DRM, surveillance, militarism etc. Think of companies like Facebook and Netflix (GNU and Linux at their back ends). Is this what we strive for? Closed systems that are merely built upon Freedom-respecting stacks?

"At the moment, the way I personally see it, Free software is under a number of attacks."

Software freedom is a huge objective in a world where almost everything becomes digital (only more so over time). I think it's up to us to somehow guide the world's software towards ethical uses, without necessarily imposing how it's used, and that is perhaps a future challenge for the Free Software Movement. It's a monumental challenge because politics can be a massive terrain to navigate. Over at Techrights I mostly focus on issues such as patents (laws), with emphasis on the U.S. Patent and Trademark Office (USPTO), the European Patent Office (EPO) granting software patents in Europe and so on. Patents on algorithms are one kind of barrier (among many) impeding Free software adoption.

The End of Tux Machines' Strongest Year

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Site News

Tux Machines 2020

TODAY is the last day of the last month of this year if not decade. We're pleased to close this year with record traffic levels. In 2019 we increased our coverage of programming-centric matters, especially when the underlying frameworks/languages were Free/libre software.

Earlier this year we also celebrated our 15th anniversary. There are three of us working behind the scenes to make the site up to date and keep it up (online). We're all passionate users of GNU/Linux who want to spread the word and encourage more people to use the platform.

In 2019 not only did we see record traffic levels; we also saw an unprecedented level of success for GNU/Linux in the adoption sense. Rianne is responsible for "Android leftovers" and remember that each Android device has Linux (or "Tux") in it. Google explored alternatives, but we haven't heard of these for months. It's nowadays very difficult to run a company or start a company without Linux -- no matter if in the server or device space. Let's hope Tux Machines will be around -- and online -- for many years to come. Happy new year.

Moving Into 'Christmas Mode'

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Site News

Slow news day

Summary: Fewer news items in days to come and potentially some planned downtime as well

AS ONE can expect, we won't be able to find much news over the next few days, and perhaps be 'low volume' for as long as a week or more to come (a problem to news addicts or neophiles). We'll try to also upgrade/migrate the site if all goes according to plan. In that case, there might be limited downtime (scheduled, altogether expected, no need to panic).

Merry Christmas to those who celebrate it.

Keep the Bees Going

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Site News

Bee

MANCHESTER is known as the city of "working bees" because of the work ethics or its hard-working people. Working bees are the symbol of Manchester, where my wife and I are based and spend each day -- morning, afternoon, evening and sometimes night -- posting updates here in Tux Machines.

The end of the year is fast approaching. Literally 22 days left, i.e. 3 weeks and a day. We wish to thank those who tipped up yesterday to keep us going. We accept donations through PayPal and we're grateful for any contribution readers can make, even if as meager as a cup of coffee's worth. It gives my wife and I motivation to continue and circulate updates as soon as we find them. Thank you! Smile

Using Menus For Command Line Programs and Scripts

Filed under
Howtos

THE holidays are coming (Christmas approaching), so I've taken advantage of some spare time to menu-ise commands that I use frequently. Those commands aren't the mere opening of an application and they often require dealing with input and output (in the command line). So I've created menu.sh and used dialog to craft the following menu, e.g. for operations associated with Techrights. I invoke this menu with the click of one button (of the mouse).

Rianne has a similar menu for commands she often runs (which are long and would otherwise need pasting or typing in length). Her menu looks something like this:

Rianne's menu

Here's the code (bash file) that renders the menu above (it's really that simple!):


#!/bin/bash

HEIGHT=15
WIDTH=40
CHOICE_HEIGHT=4
BACKTITLE="Aloha, Rianne"
TITLE="Rianne @ Ted"
MENU="Choose one of the following options:"

OPTIONS=(1 "Start VPN"
         2 "REDACTED"
         3 "REDACTED"
	4 "REDACTED"
	5 "REDACTED"
	6 "REDACTED"
	7 "REDACTED"
)

CHOICE=$(dialog --clear \
                --backtitle "$BACKTITLE" \
                --title "$TITLE" \
                --menu "$MENU" \
                $HEIGHT $WIDTH $CHOICE_HEIGHT \
                "${OPTIONS[@]}" \
                2>&1 >/dev/tty)

clear
case $CHOICE in
        1)
            echo "You chose Option 1"
sh ~/vpn.sh ;;

        2)
            echo "You chose Option 2"
REDACTED COMMAND ;;
        3)
            echo "You chose Option 3"
REDACTED COMMAND ;;
        4)
            echo "You chose Option 4"
REDACTED COMMAND ;;
        5)
            echo "You chose Option 5"
REDACTED COMMAND ;;
        6)
            echo "You chose Option 6"
REDACTED COMMAND ;;
        7)
            echo "You chose Option 7"
REDACTED COMMAND ;;

esac

Hopefully this inspires other people out there to do the same. It takes a while to set up, but it's a big time saver over the long run.

Tux Machines Entering a Third Decade Soon

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Site News

Put your tuxedo on

Tux Machines 2020
Getting better over time?

SUSAN created this site a very long time ago, more than a decade and a half in the past. Susan did a spectacular job. With regular news updates she managed to grow the site in terms of pages, screenshots, reviews, readers, and contributors. We are eternally thankful to her.

Rianne and I have run the site since 2013. 2020 is around the corner (just over 3 weeks left!) and that makes another new decade. In terms of site traffic we continue to grow. Other than Rianne and I posting news updates 'around the clock' there's already a systems administrator who volunteered to help keep the site chugging along. We are very thankful to him. He prefers to remain unnamed. So Tux Machines is basically not a one-person operation. It is basically a team of three people now (in addition to various people who add posts/links). Rianne (based in the UK) usually takes the lead with breaking stories, I tend to post summaries or clusters of related links and system integrity/uptime is assured from Scandinavia. The hypervisor is physically in the United States. We're a sort of international team with no income source (other than our jobs).

If you enjoy the site and find it handy, maybe you wish to drop us a tip for Christmas as a token of gratitude. Anything helps, even a cup of coffee's worth. Coffee helps keep us awake to post more links. Wink

Kali Linux for android without rooting your device

Filed under
Linux

Kali Linux for android devices under ten minutes in just few steps.
Kali Linux for android

Koalas Need Our Help

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Just talk

Koalas Need Our Help

Watching videos/photos of Koalas being rescued from a charred/burning forests in Australia is heart-breaking and devastating. More than 350 Koalas are reported being dead and these numbers are growing. Those who live far from Australia (just like me) can't help physically rescue them, but a small amount of money/donation to sustain the hospital/facilities, volunteers and rescuers is of great help. Koala is just one of the many species that perish from the bushfire and they need our help, so please donate through the GoFundMe page and through other legitimate websites. Help those who support animal welfare.

130,000!

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Site News

LOC number

YAY! It's Tux Machines' 130 thousandth post! (node)

Keeping a Web Site Safe and Available With or Without a CDN

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Site News

PostgreSQL

THE site Tux Machines is and has been online for over 15 years. It has not suffered security-related incidents. The same is true for Techrights, which soon turns 13. Tux Machines uses Gallery and Drupal, whereas Techrights uses MediaWiki, WordPress and Drupal. WordPress is its most important component as it contains over 26,000 posts. Tux Machines has about 130,000 nodes in Drupal. We don't use a CDN as we have a reasonably powerful server that can cope with the load on its own. For security we use best practices and keep critical issues plugged. I was recently asked for advice on these matters and explained things as follows.

There are mainly two types of attacks (maybe three if one includes social engineering, e.g. tricking a citizen journalist/blogger/administrator into a trap):

1) capacity-based, e.g. DDOS attack

2) exploiting vulnerabilities to degrade/compromise site's quality of service (similar to (1) above but not the same), access site data (confidential), spy on people (writers/staff/visitors) without them being aware.

WordPress runs lots of stuff and powers a lot of the Web, maybe 20% (or more) of today's Web sites. It's regularly checked for security issues and bugs are regularly fixed. Updates can be set to automatic, which means they happen in the background without user intervention. I check the site for updates several times per day, e.g. this one from yesterday.

I've used WordPress for 15 years as an early adopter and developer.

What's known as the "core" of WordPress is generally secure if kept up to date, manually or automatically (for large sites it might make sense to apply patches manually to reduce risk of unnoticed incidents and enable quality control, patch assessment etc). It's also important to keep the underlying operating system and pertinent packages like PHP (programming language), mysql/psql (WordPress and Drupal typically use MariaDB or MySQL as the database, but PostgreSQL should be possible too) and Apache (there are simpler alternatives e.g. NGINX for Web server) up to date.

If we get to keep everything up to date, and moreover we don't install WordPress extensions that cannot be trusted or are no longer maintained (or scarcely maintained), we should be OK. The social engineering part involves stuff such as phishing, e.g. someone sending out an E-mail in an attempt to obtain passwords of privileged users.

If you use a CDN for content distribution, e.g. CloudFlare, then availability will be mostly down to the CDN company. WordPress generates pages on the fly (dynamic), but it has caching mechanisms that can be further improved with extensions. The CDN likely obviates the need for those. So, if the site is receiving 'too many' requests, the CDN can probably scale to deal with that (maybe a more expensive protection plan).

I peronsally would never use CloudFlare (for a lot of reasons), but to many people it's the only CDN that 'counts' or exists. Brand recognition perhaps.

Twins for Meng Meng and Jiao Qing

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Just talk

Meng Meng

About 8 months ago we had the chance to meet Meng Meng (above) and Jiao Qing, the female and male pandas on loan to Berlin Zoo in Germany. I took lots of photos with them and we stayed in their Pagoda sanctuary a little longer. Seeing them eating, napping and wandering inside their secured place brings joy to my heart. I don't really like seeing animals in the zoo, but if this is the only way to keep and protect them from any harm or from becoming extinct, then so be it. Today, in the news (video) the two adorable pandas became parents as they were having twins; this is good news and I'm so happy for them both. To Meng Meng and Jiao Qing (and also to Berlin Zoo), congratulations!

Daylight Linux Version 4

Filed under
Linux

Daylight Linux (Web site) version 4 has just been released.

The Linux kernel is now upgraded to the 5.3 version for the AMD64 live version and Kernel 4.19.68 for the Raspberry Pi version.

All packages are upgraded to the Debian 10 version or to the cutting-edge version (experimental) for all current software packages.

Added compatibility for the Raspberry Pi 4.

By Hamdy Abou El Anein
Founder / Linux system engineer

Daylight Linux V4

Daylight Linux V4

Daylight Linux V4

Daylight Linux V4

Daylight Linux V4

Microsoft's Deadly Touch

Filed under
Linux

Mask of death

Everything Microsoft touched has died. Remember Nokia, Yahoo and Novell? What happened to these companies and where are they now? This is exactly what Microsoft wants to do to Linux because they don't innovate and they can't compete; so they infiltrate. Sooner or later Linux will be part of those latter companies. Something to watch out for.

Contact Private Internet Access (PIA) Managers to Help Save Linux Journal From Shutdown

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Site News

Private Internet Access

TUX MACHINES turned 15 almost exactly two months ago. The site has operational costs, as one can expect, mostly the hardware and bandwidth. We've thankfully had these resources very kindly donated to us last year, basically saving us the massive burden of bills somewhere around $10,000. Running a site with a lot of traffic isn't cheap and it isn't getting cheaper, either. As an overhead or addition to server maintenance (uptime requires habitual work on repairing databases, managing backups, patching of software and agonising system upgrades once in a few years) it takes a lot of time to compose new material and moderate to keep spam out.

A lot of the mainstream media is bashing Linux Journal right now. It makes it seem like its demise is a problem with GNU/Linux itself. These are villainous lies from self-serving foes of Linux, sometimes people who are aligned with Microsoft or salaried by Microsoft (we don't want to link to their provocative clickbait). But anyway, the bottom line is that keeping Linux Journal online may be costly and people should prepare for the possibility of Linux Journal becoming unavailable (offline) some time soon. I try very hard to prevent this (today and yesterday). "There is a real (and ever-growing) danger that a massive trove of GNU/Linux and Free software history will vanish unless urgent action is taken right now," I said. There are ways to avoid this (writers of that site need to unite in a union-like sense). I also secure my own sites from such a fate, having reached almost 13 years in Techrights. This week the site is experiencing all-time traffic records.

I've decided to contact Rick Falkvinge (Dick Greger Augustsson), founder of the Swedish Pirate Party and head of privacy at Private Internet Access, which owns Linux Journal. Bear in mind he used to work for Microsoft. We're still friendly online (we've exchanged some messages over the years) and he probably has sufficient clout at Private Internet Access to sway their decisions. In case they plan to shut down the site, we must act fast. Please contact him; as per his Web site, his E-mail address is x1bpsas66na001@sneakemail.com and any message he receives he can relay to other high-level people at the company. I don't personally know anyone else at that company, so that's the only contact I'm able to provide.

Microsoft loves Microsoft Linux

Filed under
Humor

Microsoft loves Microsoft

Summary: A very old cartoon/column (half a century old) rewritten to explain where Microsoft stands when it comes to "loving" Linux

Photos: 15-Year Anniversary Party

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Site News

Tux Machines Over the Past 15 Years

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Site News

2005

Tux Machines site in 2005

2010

Tux Machines site in 2010

2012

Tux Machines site in 2012

2013

Tux Machines site in 2013

Late 2013

Tux Machines site in late 2013

2014

Tux Machines site in 2014

2015

Tux Machines site in 2015

2019

Tux Machines site in 2019

Happy 15th Anniversary to Tux Machines

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Site News

Anniversary of Tux Machines

Summary: Anniversary of Tux Machines is today, a special anniversary too

Today Tux Machines is celebrating its 15th year of existing. When we bought the website it was about 10 years old, so kudos to Susan Linton who devoted time to make and keep the site on pace. We promise to keep the website up to date with lots of insightful OSS/FOSS/Linux/Android-related articles. We hope to continue the job well into the distant future.

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More in Tux Machines

Videos/Audiocasts/Shows: GNU/Linux and Python, Fresh Look at LMDE 4 Beta

  • Hopeful for HAMR | TechSNAP 423

    We explore the potential of heat-assisted magnetic recording and get excited about a possibly persistent L2ARC. Plus Jim's journeys with Clear Linux, and why Ubuntu 18.04.4 is a maintenance release worth talking about.

  • 2020-02-21 | Linux Headlines

    Red Hat OpenStack Platform reaches version 16, Google announces the mentors for this year’s Summer of Code, DigitalOcean secures new funding, the Raspberry Pi 4’s USB-C power problems get a fix, and the GTK Project unveils its new website.

  • Talk Python to Me: #252 What scientific computing can learn from CS

    Did you come into Python from a computational science side of things? Were you just looking for something better than Excel or Matlab and got pulled in by all the Python has to offer?  That's great! But following that path often means some of the more formal practices from software development weren't part of the journey.  On this episode, you'll meet Martin Héroux, who does data science in the context of academic research. He's here to share his best practices and lessons for data scientists of all sorts.

  • Matt Layman: Templates and Logic - Building SaaS #45

    In this episode, we added content to a template and talked about the N+1 query bug. I also worked tricky logic involving date handling. The first change was to update a course page to include a new icon for any course task that should be graded. After adding this, we hit an N+1 query bug, which is a performance bug that happens when code queries a database in a loop. We talked about why this happens and how to fix it. After finishing that issue, we switched gears and worked on a tricky logic bug. I need a daily view to fetch data and factor in the relative time shift between the selected day and today. We wrote an involved test to simulate the right conditions and then fixed the code to handle the date shift properly.

  • LMDE 4 Beta Debbie Run Through

    In this video, we are looking at LMDE (Linux Mint Debian Edition) 4 Debbie.

KVM and Xen Project: Commercial Exploitation and Unikraft Work

  • Cloud, Linux vendors cash in on KVM-based virtualization

    Vendors such as Red Hat, IBM, Canonical and Google rely on KVM-based virtualization technology for many of their virtualization products because it enables IT administrators to execute multiple OSes on the same hardware. As a result, it has become a staple in IT admins' virtual systems. KVM was first announced in October 2006 and was added to the mainline Linux kernel in February 2007, which means that if admins are running a Linux machine, they can run KVM out of the box. KVM is a Type 1 hypervisor, which means that each individual VM acts similar to a regular Linux process and allocates resources accordingly. Other Type 1 hypervisors include Citrix XenServer, Microsoft Hyper-V, Oracle VM Server for x86 and VMware ESXi.

  • Unikraft: Building Powerful Unikernels Has Never Been Easier!

    Two years ago, the Xen Project introduced Unikraft (http://unikraft.org) as an incubation project. Over the past two years, the Unikraft project has seen some great momentum. Since the last release, the community has grown about 20% and contributions have diversified a great deal. Contributions from outside the project founders (NEC) now make up 63% of all contributions, up from about 25% this time last year! In addition, a total of 56,739 lines were added since the last release (0.3). [...] Finally, the Unikraft team’s Simon Kuenzer recently gave a talk at FOSDEM titled “Unikraft: A Unikernel Toolkit”. Simon, a senior systems researcher at NEC Labs and the lead maintainer of Unikraft, spoke all about Unikraft and provided a comprehensive overview of the project, where it’s been and what’s in store.

Gopher: When Adversarial Interoperability Burrowed Under the Gatekeepers' Fortresses

In the early 1990s, personal computers did not arrive in an "Internet-ready" state. Before students could connect their systems to UMN's network, they needed to install basic networking software that allowed their computers to communicate over TCP/IP, as well as dial-up software for protocols like PPP or SLIP. Some computers needed network cards or modems, and their associated drivers. That was just for starters. Once the students' systems were ready to connect to the Internet, they still needed the basic tools for accessing distant servers: FTP software, a Usenet reader, a terminal emulator, and an email client, all crammed onto a floppy disk (or two). The task of marshalling, distributing, and supporting these tools fell to the university's Microcomputer Center. For the university, the need to get students these basic tools was a blessing and a curse. It was labor-intensive work, sure, but it also meant that the Microcomputer Center could ensure that the students' newly Internet-ready computers were also configured to access the campus network and its resources, saving the Microcomputer Center thousands of hours talking students through the configuration process. It also meant that the Microcomputer Center could act like a mini App Store, starting students out on their online journeys with a curated collection of up-to-date, reliable tools. That's where Gopher comes in. While the campus mainframe administrators had plans to selectively connect their systems to the Internet through specialized software, the Microcomputer Center had different ideas. Years before the public had heard of the World Wide Web, the Gopher team sought to fill the same niche, by connecting disparate systems to the Internet and making them available to those with little-to-no technical expertise—with or without the cooperation of the systems they were connecting. Gopher used text-based menus to navigate "Gopherspace" (all the world's public Gopher servers). The Microcomputer Center team created Gopher clients that ran on Macs, DOS, and in Unix-based terminals. The original Gopher servers were a motley assortment of used Macintosh IIci systems running A/UX, Apple's flavor of Unix. The team also had access to several NeXT workstations. Read more Also: The Things Industries Launches Global Join Server for Secure LoRaWAN

IBM/Red Hat and POWER9/OpenBMC

  • Network Automation: Why organizations shouldn’t wait to get started

    For many enterprises, we don’t need to sing the praises of IT automation - they already get it. They understand the value of automation, have invested in a platform and strategy, and have seen first-hand the benefits IT automation can deliver. However, unlike IT automation, according to a new report from Forrester Research 1, network automation is still new territory for many organizations. The report, "Jump-Start Your Network Automation," found that 56% of global infrastructure technology decision makers have implemented/are implementing or are expanding/upgrading their implementation of automation software, while another 19% plan to implement it over the next 12 months. But those same organizations that are embracing IT automation haven’t necessarily been able to take that same initiative when it comes to automating their networks. Even if they know it will be beneficial to them, the report found that organizations often struggle with even the most basic questions around automating their networks.

  • Using a story’s theme to inform the filmmaking: Farming for the Future

    The future of farming belongs to us all. At least that’s the message I got from researching Red Hat’s most recent Open Source Stories documentary, Farming for the Future. As a self-proclaimed city boy, I was intrigued by my assignment as director of the short documentary, but also felt like the subject matter was worlds away. If it did, in fact, belong to all of us how would we convey this to a general audience? How could we use the film’s theme to inform how we might approach the filmmaking to enhance the storytelling?

  • Raptor Rolls Out New OpenBMC Firmware With Featureful Web GUI For System Management

    While web-based GUIs for system management on server platforms with BMCs is far from anything new, Raptor Computing Systems with their libre POWER9 systems does now have a full-functioning web-based solution for their OpenBMC-powered systems and still being fully open-source. As part of Raptor Computing Systems' POWER9 desktops and servers being fully open-source down to the firmware/microcode and board designs, Raptor has used OpenBMC for the baseboard management controllers but has lacked a full-featured web-based system management solution on the likes of the Talos II and Blackbird systems up until now.

  • Introduction to open data sets and the importance of metadata

    More data is becoming freely available through initiatives such as institutions and research publications requiring that data sets be freely available along with the publications that refer to them. For example, Nature magazine instituted a policy for authors to declare how the data behind their published research can be accessed by interested readers. To make it easier for tools to find out what’s in a data set, authors, researchers, and suppliers of data sets are being encouraged to add metadata to their data sets. There are various forms for metadata that data sets use. For example, the US Government data.gov site uses the standard DCAT-US Schema v1.1 whereas the Google Dataset Search tool relies mostly on schema.org tagging. However, many data sets have no metadata at all. That’s why you won’t find all open data sets through search, and you need to go to known portals and explore if portals exist in the region, city, or topic of your interest. If you are deeply curious about metadata, you can see the alignment between DCAT and schema.org in the DCAT specification dated February 2020. The data sets themselves come in various forms for download, such as CSV, JSON, GeoJSON, and .zip. Sometimes data sets can be accessed through APIs. Another way that data sets are becoming available is through government initiatives to make data available. In the US, data.gov has more than 250,000 data sets available for developers to use. A similar initiative in India, data.gov.in, has more than 350,000 resources available. Companies like IBM sometimes provide access to data, like weather data, or give tips on how to process freely available data. For example, an introduction to NOAA weather data for JFK Airport is used to train the open source Model Asset eXchange Weather Forecaster (you can see the model artifacts on GitHub). When developing a prototype or training a model during a hackathon, it’s great to have access to relevant data to make your solution more convincing. There are many public data sets available to get you started. I’ll go over some of the ways to find them and provide access considerations. Note that some of the data sets might require some pre-processing before they can be used, for example, to handle missing data, but for a hackathon, they are often good enough.

  • Red Hat Helps Omnitracs Redefine Logistics And Transportation Software

    Fleet management technology provider Omnitracs, LLC, has delivered its Omnitracs One platform on the foundation of Red Hat OpenShift. Using the enterprise Kubernetes platform along with Red Hat Ansible Automation Platform, Omnitracs One is a cloud-native offering and provides an enhanced user experience with a clear path towards future innovations. With Red Hat’s guidance, Omnitracs said it was able to embrace a shift from on-premises development technologies to cloud-native services, improving overall operations and creating a more collaborative development process culture.