Da wir immer mehr #Container Zeug in unseren #Logs haben, suche ich was besseres als #Graylog. Pro RZ haben wir rund 110GB/Tag und das wachsend. Unser 5 Node #ELK #Cluster frisst uns die Haare vom Kopf. Die Logs müssen in der Regel 1y aufbewahrt werden.

Bin auf #grafana #loki gestoßen was wirklich nett klingt, aber nach dem Lesen

https://itnext.io/how-do-open-source-solutions-for-logs-work-elasticsearch-loki-and-victorialogs-9f7097ecbc2f

bin ich mir nicht mehr sicher. Wir haben tatsächlich nicht selten die Nadel im 1y Heuhaufen zu finden.

Okay this is super cool to see ^^ https://www.youtube.com/watch?v=HRfbQJ6FdF0

iX-Workshop: Fortgeschrittene Administration von Kubernetes

Lernen Sie fortgeschrittene Techniken für das Applikationsmanagement und die Implementierung von Service-Mesh-Technologien.

https://www.heise.de/news/iX-Workshop-Fortgeschrittene-Administration-von-Kubernetes-10461630.html?wt_mc=sm.red.ho.mastodon.mastodon.md_beitraege.md_beitraege&utm_source=mastodon

Bitluni makes a compute cluster in M.2 format based on WCH CH32V003 “ten cent” microcontrollers: https://youtu.be/HRfbQJ6FdF0?si=sM8nJXnBbhsrkJvY
#maker #development #cluster

Russia targets Ukraine’s cities with cluster munitions, raising #civilian deaths

Amid stalled peace talks, #Russia's increasingly attacking #Ukrainian #cities with #ClusterMunitions, banned for indiscriminate damage to #civilians

Civilian casualties in #Ukraine in 2025 rose 37% compared with same period last year, mostly due to #Russia’s use of #long-range explosive weapons — including #cluster munitions in densely populated cities

https://kyivindependent.com/russia-increasingly-targets-ukraines-cities-with-cluster-munitions-raising-civilian-toll/

Webb and Chandra Image of Bullet Cluster Maps Invisible Dark Matter https://petapixel.com/2025/07/02/webb-and-chandra-image-of-bullet-cluster-maps-invisible-dark-matter/ #jameswebbspacetelescope #chandraxrayobservatory #bulletcluster #galaxycluster #cluster #Space #News #jwst #webb

The current #HeatWave is fun to see how it impacts my #kubernetes #cluster #node #CPU #temperature. The moment I come home after dealing with train issues and and crack a window open is clearly visible in the graph:

Need to get your data ready for #knn #classification / clustering? Then my #R #package healthyR.ai has you covered :)

Reference: https://www.spsanderson.com/healthyR.ai/reference/hai_knn_data_prepper.html

Jukebox Friday Night on Friday 20 June and it's Matariki, the Māori New Year in Aotearoa New Zealand.

The theme is "Reflect And Renew", so let's try a song with lines about going around in circles (moving forward and starting over):

"Then in a certain moment
I lose control and at last I am part of the machinery
(The belldog) Where are you?
And the light disappears
As the world makes its circles through the sky …"

Brian Eno and Cluster ( Dieter Moebius, Hans-Joachim Roedelius), "The Belldog" (1978)

https://www.youtube.com/watch?v=m3Ff_O62pUs

In the capital’s #Nyvky neighborhood, emergency workers are now finding #ClusterMunition parts

Another clear sign of the #genocide #Russia is committing against Ukrainians

#Cluster #munitions are banned under international law by more than 100 countries due to their indiscriminate nature & long-term threat they pose to #civilians, especially as munitions remain hidden in #ResidentialAreas

https://kyivindependent.com/prohibited-cluster-munitions-used-in-overnight-russian-strike-kyiv-mayor-says/

If you are running a #bot account, or you toot's #privacy violating URI's and think i #repost ( #retoot ) "your" content as mine... then please remember =>

1. it is with 99.9999% certainty not your original work, you stole it from somewhere else to make it yours
2. You posts to much shit, I wont help boosting your #bot #account
3. Your post contained a privacy violating URL, I put my self on the list of allowed users to #repost. I will try to remember NOT to post credit to origin posts... Please don't shoot me, You stated violating everyone #privacy, and you are of curse NOT welcome to add the link to original post as comment.
4. If a post contains a link to a walled garden (e.g. Facebook, Cloudflare, or Quora), I will not boost it. All posts I write & all boosts from me are openly accessible to everyone.
5. #AI Generated contents is everybody's by curt ruling, the work is NOT yours, maybe you asked the #Cluster of #Computers #thiefs to generate you something from #stolen work, that the cluster have been steeling against #License this includes and not limited to #OSS License as CC-BY-* AGPLv3 etc.

Recently I've combined various functions which I've been using in other projects (e.g. my personal PKM toolchain) and published them as new library https://thi.ng/text-analysis for better re-use:

- customizable, composable & extensible tokenization (transducer based)
- ngram generation
- Porter-stemming & stopword removal
- vocabulary (bi-directional index) creation
- dense & sparse multi-hot vector encoding/decoding
- histograms (incl. sorted versions)
- tf-idf (term frequency & inverse document frequency), multiple strategies
- k-means clustering (with k-means++ initialization & customizable distance metrics)
- similarity/distance functions (dense & sparse versions)
- central terms extraction

The attached code example (also in the project readme) uses this package to creeate a clustering of all ~210 #ThingUmbrella packages, based on their assigned tags/keywords...

The library is not intended to be a full-blown NLP solution, but I keep on finding myself running into these functions/concepts quite often, and maybe you'll find them useful too...

#ReleaseTuesday — New version of https://thi.ng/tsne with ~15-20% better performance[1] due to avoiding repeated internal allocations and skipping gradient updates where unnecessary...

[1] Benchmarked with multiple datasets of ~750 items, each with 192 dimensions (now ~165ms @ MBA M1, 2020)...

Proxmox for Enterprises: Imagine DRS-Like Guest Load Balancing!

ProxLB automatically rebalances VMs & Containers across a Proxmox cluster based on memory, CPU, and local disk usage, and can suggest the best nodes for further automation within CI/CDs. It supports maintenance mode, affinity and anti-affinity rules, and integrates seamlessly with the Proxmox API and ACL system. No SSH, just pure API! The best - it's free & #opensource

Had a blast vending at the Royal Stagg Ren Faire!!

In this month's #HPC feature article, Jeff Layton shows you how to use the GUI for Warewulf 4 for provisioning and managing nodes
https://www.admin-magazine.com/Articles/A-GUI-for-Warewulf-42/?utm_source=mam
#Warewulf4 #cluster #provisioning #nodes #GUI #CommandLine #scripts #RESTAPI