Effortlessly improve system uptime, optimize workloads, and catch availability and security risks. Explore no-code, automatically configured system visibility with #RCA insights, #opensource or enterprise.

Dig into the #Coroot Enterprise sandbox: https://t.ly/gU-2I

Map your services completely with #FOSS: https://n9.cl/kfm0rw

#observability #monitoring #kubernetes #AWS #nodes #clusters #SRE #DevOps #tech #softwarelibre #ebpf #linux #OTEL #tech

Redução de Dimensionalidade com Grafos Ajustados Localmente

LocalMAP é um novo algoritmo de redução de dimensionalidade que ajusta dinamicamente o grafo de similaridade dos dados, tornando os ‘clusters’ mais separáveis e confiáveis, especialmente em grandes conjuntos de dados, superando limitações de métodos tradicionais.

📎https://arxiv.org/pdf/2412.15426
👨‍💻 https://github.com/williamsyy/LocalMAP

#LocalMAP #Clusters #MachineLearning #DataScience #DataViz #BigData #ML #GraphLearning #Arxiv #OpenSource #Python

It has been cloudy and sprinkling for the last 5 days. First observations for this week. Some #clusters that are visible this morning. #NGC6934 #NGC6939 #NGC7243 #unistellar #odysseypro #space #astronomy #amateur

'Curvature-based Clustering on Graphs', by Yu Tian, Zachary Lubberts, Melanie Weber.

http://jmlr.org/papers/v26/24-0781.html

#clustering #communities #clusters

New observation from this morning. #clusters #M9 #NGC6229 #NGC6356 #unistellar #odysseypro #space #astronomy #amateur

#30DayChartChallenge Día 13: Clusters Animales! 🐾 Explorando la relación Masa Corporal vs Longevidad Máxima. #RelationshipsWeek

Usando un dataset de Kaggle (+170 especies, ¡gracias S. Banerjee!) y tras una divertida limpieza de datos con rangos/unidades mixtas 😅, este scatter plot log-log revela patrones.

Coloreamos por Dieta: 🥩Carnívoro(verde) 🌿Herbívoro(ocre) ❓Omnívoro(azul).
Se ve la tendencia general (más grande = más longevo), pero los clústeres por dieta sugieren distintas **estrategias de historia de vida**. ¿Cómo gestionan su energía y longevidad según lo que comen? 🤔

¡Una visualización para explorar la alometría y la diversidad ecológica!

🛠️ #rstats #ggplot2 y mi nuevo tema #theme_week3_animals.
📂 Código/Viz: https://t.ly/ehPiu

#Day13 #Clusters #dataviz #DataVisualization #Ecology #Evolution #LifeHistory #AnimalTraits #Biodiversity #ggplot2 #Kaggle

[Question] Build clusters depending on some geographical entity

some great sound shit in this

acoustic oscillation between galaxies

#mindscape #spae #darkmatter #expanding #galaxies #clusters #soundscience

https://www.preposterousuniverse.com/podcast/2025/03/31/310-marc-kamionkowski-on-dark-energy-and-cosmic-anomalies/

Now some #star #clusters. #NGC5466 #M26 #unistellar #odysseypro #space #astronomy #amateur

Google Cloud has just launched Kubernetes History Inspector (KHI) – an #opensource tool that visualizes cluster logs chronologically to make troubleshooting in Kubernetes environments easier!

Get all the details on #InfoQ 👉 https://bit.ly/4l0ztQU

#DevOps #Kubernetes #Logging #Clusters

'Bayesian Sparse Gaussian Mixture Model for Clustering in High Dimensions', by Dapeng Yao, Fangzheng Xie, Yanxun Xu.

http://jmlr.org/papers/v26/23-0142.html

#sparse #clustering #clusters

Some #clusters observed this evening. #NGC1502 and #NGC1513 . #unistellar #odysseypro #space #astronomy #amateur

Observation of some #clusters . #NGC2360 #CarolinesCluster #NGC2423 #NGC1245 #unistellar #odysseypro #space #astronomy #amateur

Some additional observations this morning before going to work. #IC4665 , #ngc6819 , #m107 #clusters. #unistellar #odysseypro #space #astronomy #amateur

Malaltia no identificada a #RDC, a la província de Equateur, segons Xinhua. Més de 430 casos i 45 morts (a 15 de febrer) en dos #clusters independents. Ràpida progressió de la malaltia des de inici símptomes. Aparentment, no és #ebola ni #Marburg però...
poden ser altres coses; altre virus hemorràgic, una malària greu, enverinament d'aigua o aliments, febre tifoide, meningitis infecciosa...
I recordin la malaltia misteriosa a Kwango, també #RDC, a finals del 2024 que...
https://english.news.cn/20250219/ac319ecb8e724480bbc60e8fe8ae1c79/c.html

Want to play with Kubernetes? Gyptazy shows a fun way to do it.

Excerpt:

Talos Linux is an operating system built specifically for Kubernetes, focusing on security, immutability, and minimalism, designed to work across a variety of environments, including cloud platforms, bare metal servers, and virtualization platforms, providing a versatile solution for modern infrastructure needs.

https://gyptazy.com/talos-linux-howto-create-a-kubernetes-cluster-in-10-minutes/

#bash #csh #ksh #sh #programming #POSIX #Talos #clusters #cluster

Some quick observations for this evening. #M35 #M36 #M39 #clusters #ClownFaceNebula #nebula #unistellar #odysseypro #space #astronomy #amateur

Observations from the morning. Let’s start with some star clusters. #unistellar #odysseypro #space #astronomy #amateur #clusters #m92 #m53 #m12

Saturday morning observations. Concentrated on Star Clusters today. #unistellar #odysseypro #space #astronomy #amateur #m13 #m3 #m5 #m10 #clusters

'Graphical Dirichlet Process for Clustering Non-Exchangeable Grouped Data', by Arhit Chakrabarti et al.

http://jmlr.org/papers/v25/23-1048.html

#clustering #clusters #hypergraph