#gke — Public Fediverse posts

Google Kubernetes Engine Enhances AI Workloads with Integrated Networking and GPU Deployments

Google's GKE service now offers better networking and GPU support for AI models, making deployment faster and easier for businesses.

#GKE #AI #NVIDIA #MachineLearning #CloudComputing

https://newsletter.tf/google-gke-ai-gpu-networking-enhancements/

Google GKE is making AI workloads run much faster by adding support for new NVIDIA GPUs and advanced networking, which is a big step up from previous setups.

#GKE #AI #NVIDIA #MachineLearning #CloudComputing
https://newsletter.tf/google-gke-ai-gpu-networking-enhancements/

Shower rain on Geilenkirchen Air Base airport (Germany) “METAR ETNG 301050Z 32012KT 280V350 9999 FEW032 SCT050 10/04 Q1018 TEMPO -SHRA” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #geilenkirchenairbaseairport #airport #germany #etng #gke #metar #aviation #aviationweather #avgeek vl

Shower rain on Geilenkirchen Air Base airport (Germany) “METAR ETNG 301050Z 32012KT 280V350 9999 FEW032 SCT050 10/04 Q1018 TEMPO -SHRA” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #geilenkirchenairbaseairport #airport #germany #etng #gke #metar #aviation #aviationweather #avgeek vl

Shower rain on Geilenkirchen Air Base airport (Germany) “METAR ETNG 301050Z 32012KT 280V350 9999 FEW032 SCT050 10/04 Q1018 TEMPO -SHRA” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #geilenkirchenairbaseairport #airport #germany #etng #gke #metar #aviation #aviationweather #avgeek vl

Shower rain on Geilenkirchen Air Base airport (Germany) “METAR ETNG 301050Z 32012KT 280V350 9999 FEW032 SCT050 10/04 Q1018 TEMPO -SHRA” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #geilenkirchenairbaseairport #airport #germany #etng #gke #metar #aviation #aviationweather #avgeek vl

Shower rain on Geilenkirchen Air Base airport (Germany) “METAR ETNG 301050Z 32012KT 280V350 9999 FEW032 SCT050 10/04 Q1018 TEMPO -SHRA” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #geilenkirchenairbaseairport #airport #germany #etng #gke #metar #aviation #aviationweather #avgeek vl

Aviation weather for Geilenkirchen Air Base airport (Germany) is “ETNG 140950Z AUTO 25007KT 9999 // OVC003/// 02/01 Q1001” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #geilenkirchenairbaseairport #airport #germany #etng #gke #metar #aviation #aviationweather #avgeek vl

Aviation weather for Geilenkirchen Air Base airport (Germany) is “ETNG 140950Z AUTO 25007KT 9999 // OVC003/// 02/01 Q1001” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #geilenkirchenairbaseairport #airport #germany #etng #gke #metar #aviation #aviationweather #avgeek vl

Aviation weather for Geilenkirchen Air Base airport (Germany) is “ETNG 140950Z AUTO 25007KT 9999 // OVC003/// 02/01 Q1001” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #geilenkirchenairbaseairport #airport #germany #etng #gke #metar #aviation #aviationweather #avgeek vl

Aviation weather for Geilenkirchen Air Base airport (Germany) is “ETNG 140950Z AUTO 25007KT 9999 // OVC003/// 02/01 Q1001” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #geilenkirchenairbaseairport #airport #germany #etng #gke #metar #aviation #aviationweather #avgeek vl

Aviation weather for Geilenkirchen Air Base airport (Germany) is “ETNG 140950Z AUTO 25007KT 9999 // OVC003/// 02/01 Q1001” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #geilenkirchenairbaseairport #airport #germany #etng #gke #metar #aviation #aviationweather #avgeek vl

Monitoring GKE Workloads Using Prometheus and Grafana
https://www.xtivia.com/blog/monitoring-gke-workloads-using-prometheus-and-grafana/
#GKE

Google Kubernetes Engine (GKE) successfully built & operated a Kubernetes cluster with 130,000 nodes - the largest publicly disclosed Kubernetes cluster to date.

Curious how they pulled it off?
Read the full breakdown on #InfoQ 👉 https://bit.ly/4oUVIsk

#DevOps #Kubernetes #GoogleCloud #GKE #Clusters

🎯 AI
===================

Executive summary: Google announced fully-managed, remote Model Context Protocol (MCP) servers that provide a unified, enterprise-grade endpoint for Google and Google Cloud services. The offering is positioned to enable LLMs and agent frameworks (including Gemini 3 and Vertex AI models) to interact reliably with tools and data without moving large volumes of data into model context windows.

Technical details:
• Google exposes a managed MCP surface that integrates with existing API infrastructure and discovery mechanisms such as the Cloud API Registry and Apigee API Hub.
• Initial service integrations include:
• Maps Grounding Lite (Google Maps Platform): provides agents with fresh geospatial data for places, weather forecasts, and routing metrics.
• BigQuery MCP server: allows agents to interpret schemas and execute queries in-place, with access to features like forecasting without exporting data into model context.
• Google Compute Engine MCP server: exposes provisioning and resizing capabilities as discoverable tools for autonomous infrastructure operations.
• Google Kubernetes Engine MCP server: offers a structured interface to GKE and Kubernetes APIs to enable diagnostics, remediation, and cost optimization by agents.

Analysis:

The managed MCP approach reduces developer burden that arises from deploying and maintaining local MCP servers or community-built adapters. By centralizing discovery and governance and integrating with Apigee, Google is focusing on enterprise control surfaces—discoverability, API governance, and observability—rather than raw model connectivity alone. The schema-aware BigQuery integration addresses a common enterprise RAG limitation by keeping data in-place while enabling model-driven reasoning over structured datasets.

Detection and operational considerations:
• Observability surfaces will be important: Cloud API Registry and Apigee API Hub are cited for governance and discovery. Monitoring agent tool usage, audit logs, and API telemetry will be primary sources for tracking agent behavior across MCP interactions.
• Access controls and API-level authorization remain critical given agents can now trigger provisioning and cluster operations; the announcement highlights governance but leaves operational policy specifics to administrators.

Limitations and unknowns:
• The release is incremental: not all Google services will be immediately available via MCP.
• The announcement does not enumerate fine-grained RBAC, quota, or rate-limiting semantics for agent-driven operations.

🔹 MCP #Gemini3 #Apigee #BigQuery #GKE

🔗 Source: https://cloud.google.com/blog/products/ai-machine-learning/announcing-official-mcp-support-for-google-services/

130k #kubernetes nodes! Uses several proprietary optimizations, but still an amazing milestone!

https://cloud.google.com/blog/products/containers-kubernetes/how-we-built-a-130000-node-gke-cluster/

#google #gke

Aviation weather for Geilenkirchen Air Base airport (Germany) is “ETNG 030850Z AUTO 21008KT 180V250 //// // BKN140/// BKN240/// BKN280/// 10/06 Q1019” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #geilenkirchenairbaseairport #airport #germany #etng #gke #metar #aviation #aviationweather #avgeek vl

Aviation weather for Geilenkirchen Air Base airport (Germany) is “ETNG 030850Z AUTO 21008KT 180V250 //// // BKN140/// BKN240/// BKN280/// 10/06 Q1019” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #geilenkirchenairbaseairport #airport #germany #etng #gke #metar #aviation #aviationweather #avgeek vl

Aviation weather for Geilenkirchen Air Base airport (Germany) is “ETNG 030850Z AUTO 21008KT 180V250 //// // BKN140/// BKN240/// BKN280/// 10/06 Q1019” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #geilenkirchenairbaseairport #airport #germany #etng #gke #metar #aviation #aviationweather #avgeek vl

Aviation weather for Geilenkirchen Air Base airport (Germany) is “ETNG 030850Z AUTO 21008KT 180V250 //// // BKN140/// BKN240/// BKN280/// 10/06 Q1019” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #geilenkirchenairbaseairport #airport #germany #etng #gke #metar #aviation #aviationweather #avgeek vl

Aviation weather for Geilenkirchen Air Base airport (Germany) is “ETNG 030850Z AUTO 21008KT 180V250 //// // BKN140/// BKN240/// BKN280/// 10/06 Q1019” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #geilenkirchenairbaseairport #airport #germany #etng #gke #metar #aviation #aviationweather #avgeek vl

Automating SSL/TLS Certificate Renewal for GKE Workloads
https://www.xtivia.com/blog/automating-ssl-tls-certificate-renewal-for-gke-workloads/
#GKE

Headsup - Bitnami have just removed a load of docker tags/images from Docker Hub. If you use any Bitnami images it's worth checking that you're still going to be able to start new containers and update image references.

We'd built a system using Redis, and it's now broken because of this.

We'd normally push third-party images to our own registry but it looks like someone forgot to do that in this case (that someone being me). Don't be like me.

#docker #tech #redis #bitnami #kubernetes #aws #gke #cloud

Aviation weather for Geilenkirchen Air Base airport (Germany) is “ETNG 210950Z 20011KT 9999 SCT038 SCT260 22/12 Q1003 NOSIG” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #germany #geilenkirchenairbaseairport #etng #gke #metar #aviation #aviationweather #avgeek #airport vl

Aviation weather for Geilenkirchen Air Base airport (Germany) is “ETNG 210950Z 20011KT 9999 SCT038 SCT260 22/12 Q1003 NOSIG” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #germany #geilenkirchenairbaseairport #etng #gke #metar #aviation #aviationweather #avgeek #airport vl

Aviation weather for Geilenkirchen Air Base airport (Germany) is “ETNG 210950Z 20011KT 9999 SCT038 SCT260 22/12 Q1003 NOSIG” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #germany #geilenkirchenairbaseairport #etng #gke #metar #aviation #aviationweather #avgeek #airport vl

Aviation weather for Geilenkirchen Air Base airport (Germany) is “ETNG 210950Z 20011KT 9999 SCT038 SCT260 22/12 Q1003 NOSIG” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #germany #geilenkirchenairbaseairport #etng #gke #metar #aviation #aviationweather #avgeek #airport vl

Aviation weather for Geilenkirchen Air Base airport (Germany) is “ETNG 210950Z 20011KT 9999 SCT038 SCT260 22/12 Q1003 NOSIG” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #germany #geilenkirchenairbaseairport #etng #gke #metar #aviation #aviationweather #avgeek #airport vl

307: The AI Assistant That Finally Understands Your Kubernetes Cluster (We are Doomed) For the Kubernetes faithful out there, we’ve got the latest news - including updates from Azure, GKE, and Amazon. You definitely won’t want to miss this episode #thecloudpod #kubernetes #GKE https://www.thecloudpod.net/?p=21113

307: The AI Assistant That Finally Understands Your Kubernetes Cluster (We are Doomed) For the Kubernetes faithful out there, we’ve got the latest news - including updates from Azure, GKE, and Amazon. You definitely won’t want to miss this episode #thecloudpod #kubernetes #GKE https://www.thecloudpod.net/?p=21113

See how Google #Kubernetes Engine (#GKE) and AI come together to power real-world applications — faster, smarter, and more securely. Bobby Allen (Google Cloud Therapist) discusses why are enterprises turning to GKE for AI workloads with The New Stack's Frederic Lardinois at #GoogleCloudNext.

Aviation weather for Geilenkirchen Air Base airport (Germany) is “ETNG 251750Z AUTO 25018KT 9999 // FEW041/// BKN250/// BKN320/// 19/10 Q1011” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #germany #geilenkirchenairbaseairport #etng #gke #metar #aviation #aviationweather #avgeek #airport vl

Aviation weather for Geilenkirchen Air Base airport (Germany) is “ETNG 251750Z AUTO 25018KT 9999 // FEW041/// BKN250/// BKN320/// 19/10 Q1011” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #germany #geilenkirchenairbaseairport #etng #gke #metar #aviation #aviationweather #avgeek #airport vl

Aviation weather for Geilenkirchen Air Base airport (Germany) is “ETNG 251750Z AUTO 25018KT 9999 // FEW041/// BKN250/// BKN320/// 19/10 Q1011” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #germany #geilenkirchenairbaseairport #etng #gke #metar #aviation #aviationweather #avgeek #airport vl

Aviation weather for Geilenkirchen Air Base airport (Germany) is “ETNG 251750Z AUTO 25018KT 9999 // FEW041/// BKN250/// BKN320/// 19/10 Q1011” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #germany #geilenkirchenairbaseairport #etng #gke #metar #aviation #aviationweather #avgeek #airport vl

Aviation weather for Geilenkirchen Air Base airport (Germany) is “ETNG 251750Z AUTO 25018KT 9999 // FEW041/// BKN250/// BKN320/// 19/10 Q1011” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #germany #geilenkirchenairbaseairport #etng #gke #metar #aviation #aviationweather #avgeek #airport vl

Beautiful weather for takeoff from Geilenkirchen Air Base airport (Germany) “ETNG 141350Z 33010KT CAVOK 23/06 Q1017 NOSIG” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #germany #geilenkirchenairbaseairport #etng #gke #metar #aviation #aviationweather #avgeek #airport vl

Beautiful weather for takeoff from Geilenkirchen Air Base airport (Germany) “ETNG 141350Z 33010KT CAVOK 23/06 Q1017 NOSIG” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #germany #geilenkirchenairbaseairport #etng #gke #metar #aviation #aviationweather #avgeek #airport vl

Beautiful weather for takeoff from Geilenkirchen Air Base airport (Germany) “ETNG 141350Z 33010KT CAVOK 23/06 Q1017 NOSIG” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #germany #geilenkirchenairbaseairport #etng #gke #metar #aviation #aviationweather #avgeek #airport vl

Beautiful weather for takeoff from Geilenkirchen Air Base airport (Germany) “ETNG 141350Z 33010KT CAVOK 23/06 Q1017 NOSIG” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #germany #geilenkirchenairbaseairport #etng #gke #metar #aviation #aviationweather #avgeek #airport vl

Beautiful weather for takeoff from Geilenkirchen Air Base airport (Germany) “ETNG 141350Z 33010KT CAVOK 23/06 Q1017 NOSIG” : See what it means on https://www.bigorre.org/aero/meteo/etng/en #germany #geilenkirchenairbaseairport #etng #gke #metar #aviation #aviationweather #avgeek #airport vl

GKE — VPC-Native, Pods и VPC Firewall: Маркетинг против реальности

Привет, Хабр! Google, без преувеличения, изменил мир IT, подарив нам Kubernetes – систему, ставшую де-факто стандартом оркестрации контейнеров. И когда выбираешь управляемый Kubernetes от его же создателей, такой как Google Kubernetes Engine (GKE), ожидания, естественно, высоки. Уж кто-кто, а "первоисточник" должен уметь "готовить" свое детище идеально, предоставляя не только удобство, но и прозрачные, глубоко интегрированные и безопасные решения "из коробки". Особенно когда речь заходит о такой фундаментальной вещи, как сетевое взаимодействие и его безопасность. GKE предлагает два режима работы кластеров: routes-based и VPC-native. Именно VPC-native кластеры позиционируются Google как обеспечивающие более тесную интеграцию с сетью VPC. Как утверждает Google, одно из преимуществ таких кластеров заключается в том, что IP-адреса подов (pods) нативно маршрутизируемы внутри сети VPC кластера и других сетей VPC, подключенных к ней через VPC Network Peering (подробнее см. документацию GKE по IP-алиасам и VPC-native кластерам ). Это вселяет уверенность, что возможности VPC, включая мощный механизм GCP Firewall, будут доступны и для наших подов так же легко и нативно, как для обычных виртуальных машин. Однако, погружаясь в детали настройки контроля сетевого доступа для подов к ресурсам внутри VPC, но внешним по отношению к самому Kubernetes (например, к базам данных Cloud SQL или другим бэкендам), начинаешь сталкиваться с нюансами. Нюансами, которые заставляют усомниться в "бесшовности" этой интеграции. Эта статья – не попытка принизить достижения Google или GKE. Скорее, это повод для всех нас, инженеров, задуматься о тех важных деталях реализации, которые часто остаются "под капотом". Повод погрузиться глубже, понять, как все устроено на самом деле, и какие компромиссы или сложности скрываются за маркетинговыми лозунгами. Ведь чем сложнее архитектура безопасности, тем выше вероятность ошибки конфигурации, особенно если ее компоненты и их взаимодействие не до конца понятны. Если даже у такого гиганта, как Google, в его флагманском продукте для Kubernetes есть подобные неочевидные моменты, то нам, инженерам, работающим с этими системами ежедневно, тем более важно понимать все тонкости для обеспечения надежности и безопасности наших собственных окружений.

https://habr.com/ru/articles/907774/

#kubernetes #gke #firewall #network_security

I just killed our last #JupyterHub #GKE Project in my $DAYJOB. Our #Jupyter compute environments are now all fully on prem.

#Python #DataScience #Kubernetes #Baremetal #RStats #RStudio

I just killed our last #JupyterHub #GKE Project in my $DAYJOB. Our #Jupyter compute environments are now all fully on prem.

#Python #DataScience #Kubernetes #Baremetal #RStats #RStudio

I just killed our last #JupyterHub #GKE Project in my $DAYJOB. Our #Jupyter compute environments are now all fully on prem.

#Python #DataScience #Kubernetes #Baremetal #RStats #RStudio

I just killed our last #JupyterHub #GKE Project in my $DAYJOB. Our #Jupyter compute environments are now all fully on prem.

#Python #DataScience #Kubernetes #Baremetal #RStats #RStudio

I’m working on #Kubernetes these days. Recently, I wrote a series on how one could design a full-fledged testing pipeline targeting #GoogleKubernetesEngine. The second part mentions creating a #GKE instance in the context of a GitHub workflow. In this post, I want to assess #Crossplane by creating such an instance.

https://blog.frankel.ch/feet-wet-crossplane/

Kubernetes Storage Without the Pain: Simplyblock in 15 Minutes

https://www.simplyblock.io/blog/install-simplyblock-hyper-converged/

Kubernetes Storage Without the Pain: Simplyblock in 15 Minutes

https://www.simplyblock.io/blog/install-simplyblock-hyper-converged/

Kubernetes Storage Without the Pain: Simplyblock in 15 Minutes

https://www.simplyblock.io/blog/install-simplyblock-hyper-converged/