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Where is #ChatGPT running? OpenAI runs a Kubernetes cluster of 7,500+ worker nodes to produce scalable infrastructure for their large language models.
https://openai.com/research/scaling-kubernetes-to-2500-nodes
https://openai.com/research/scaling-kubernetes-to-7500-nodes
#kubernetes #infrastructure #ai #cloudcomputing
Timoni
is a
package manager for Kubernetes, powered by CUE and inspired by Helm. The Timoni project strives to improve the UX of authoring Kubernetes configs. Instead of mingling Go templates with YAML like Helm, or layering YAML on top of each-other like Kustomize, Timoni relies on cuelang's type safety, code generation and data validation features to offer a better experience of creating, packaging and delivering apps to Kubernetes https://github.com/stefanprodan/timoni #k8s #kubernetes #cuelang #helm #yaml #kustomize
Ice and Fire: How to read icicle and flame graphs
https://www.polarsignals.com/blog/posts/2023/03/28/how-to-read-icicle-and-flame-graphs/
#flamegraph #debug #tool
EKG (Essential Kubernetes Gauges)
Moni
tor the health of a Kubernetes cluster with ease, using Service Level Objectives (SLOs). https://github.com/nobl9/ekg #k8s #kubernetes #slo
Virtual VictoriaMetrics Meetup on March 30th
Hello all, we've just published the full agenda for this Thursday's virtual meet up, including this highlight: An early introduction to the upcoming VictoriaLogs π
Full agenda:
Welcome & Introductions
Overview of the Latest Features
- What's new in VictoriaMetrics at Q1 2023
- Stream aggregation
- VictoriaMetrics remote_write protocol
- Recent improvements in vmauth
Roadmap Review/Update (upcoming)
VictoriaLogs Preview
AMA
We're looking forward to seeing you many of you there! https://www.youtube.com/watch?v=Gu96Fj2l7ls
#victoriametrics #monitoring #observability
Enhancing Kubernetes Security with Kyverno, RuntimeClass, and Kata Containers
https://itnext.io/enhancing-kubernetes-security-with-kyverno-runtimeclass-and-kata-containers-f513308c7a23
#k8s #kubernetes #security #katacontainers #docker #container
Autometrics
Aut
ometrics is a set of open source libraries that make it fun and easy to understand the performance of your code in production. https://github.com/autometrics-dev #monitoring #go #rust #python #ruby
Logging at Zerodha
https://zerodha.tech/blog/logging-at-zerodha/
#clickhouse #logs
Practical tips for rightsizing your Kubernetes workloads
https://www.datadoghq.com/blog/rightsize-kubernetes-workloads/
#k8s #kubernetes #monitoring
Repost from YIGAL LEVIN
ΠΠ·Π΅ΡΠ±Π°ΠΉΠ΄ΠΆΠ°Π½ΡΡΠΊΠΈΠΉ Kanal13 ΠΏΡΠΎΡΠ»ΡΡΡΡΡΠ²Π°Π² Π·Π°ΡΠ²Ρ ΠΊΠ΅ΡΡΠ²Π½ΠΈΠΊΠ° ΠΠΎΠ»ΠΎΠ²Π½ΠΎΠ³ΠΎ ΡΠΏΡΠ°Π²Π»ΡΠ½Π½Ρ Π±ΠΎΠΉΠΎΠ²ΠΈΡ
ΡΠ΄Π°ΡΠ½ΠΈΡ
ΡΠΈΡΡΠ΅ΠΌ ΠΠ‘Π£, ΠΏΠΎΠ»ΠΊΠΎΠ²Π½ΠΈΠΊΠ° Π‘Π΅ΡΠ³ΡΡ ΠΠ°ΡΠ°Π½ΠΎΠ²Π° ΠΏΡΠΎ ΡΠΊΡΠ°ΡΠ½ΡΡΠΊΡ ΡΠΈΡΡΠ΅ΠΌΡ Π²ΠΈΡΠ²Π»Π΅Π½Π½Ρ ΡΠ° Π²ΠΈΠ½ΠΈΡΠ΅Π½Π½Ρ Π²ΠΎΡΠΎΠ³ΡΠ², ΡΠΊΡ Π½Π° Π·Π°Ρ
ΠΎΠ΄Ρ Π²ΠΆΠ΅ ΠΎΡ
ΡΠ΅ΡΡΠΈΠ»ΠΈ, ΡΠΊ "Killnet" ("Π‘ΡΡΠΊΠ° ΡΠΌΠ΅ΡΡΡ") ΠΠ‘Π£.
ΠΠΈ ΠΏΠΈΡΠ°Π»ΠΈ ΠΏΡΠΎ Π½Π΅Ρ Π²ΡΠΎΡΠ°.
@yigal_levin
Observability Survey 2023
by Grafana labs
https://grafana.com/observability-survey-2023/
#observability #monitoringBuild a Raspberry Pi monitoring dashboard in under 30 minutes
https://opensource.com/article/23/3/build-raspberry-pi-dashboard-appsmith
#monitoring #raspberry #flask #python
PolygonDB
is an alternative to MongoDB that provides a developer-friendly experience and less resources hungry
https://github.com/JewishLewish/PolygonDB
#mongodb #jsonswarmlet
A se
lf-hosted, open-source Platform as a Service that enables easy swarm deployments, load balancing, automatic SSL, metrics, analytics and more https://github.com/swarmlet/swarmlet #docker #swarm #container
Save network costs with VictoriaMetrics remote write protocol
https://victoriametrics.com/blog/victoriametrics-remote-write/
#monitoring #observability #victoriametrics
NoSQL vs SQL
https://www.scylladb.com/learn/nosql/nosql-vs-sql
#sql #nosql #scylldb
Extended observability to agentless monitoring on MySQL using ProcFS UDF plugin
https://fosdem.org/2023/schedule/event/mysql_procfs_udf/
#observability #monitoring #mysql
Open source customer notifications in less than 5 minutes
https://github.com/flashohq/flasho
https://flasho.io/
#notifications #email #sms #selfhosted
A stupid game for learning about containers, capabilities, and syscalls
https://contained.af
#container #docker #podman #containerd
Repost from DevOps&SRE Library
Performance Evaluation of Container Runtimes
The co-location of containers on the same host leads to significant performance concerns in the multi-tenant environment such as the cloud. These concerns are raised due to an attempt to maximize host resource utiliza- tion by increasing the number of containers running on the same host. The selection of a container runtime becomes critical in the case of strict performance requirements. In the scope of the study, two commonly used runtimes were evaluated: containerd (industry standard) and CRI-O (reference implementation of the CRI) on two different Open Container Initiative (OCI) runtimes: runc (default for most container runtimes) and gVisor (highly secure alternative to runc). Evaluation aspects of container runtimes include the performance of running containers, the performance of container runtime operations, and scalability. A tool called Touch- Stone was developed to address these evaluation aspects. The tool uses the CRI standard and is pluggable into any Kubernetes-compatible container runtime. Performance results demonstrate the better performance of containerd in terms of CPU usage, memory latency and scalability aspects, whereas file system operations (in particular, write operations) are performed more efficiently by CRI-O.
Π£ΠΆΠ΅ Π΄ΠΎΡΡΡΠΏΠ½ΠΎ! ΠΡΡΠ»Π΅Π΄ΠΎΠ²Π°Π½ΠΈΠ΅ Telegram 2025 β ΠΊΠ»ΡΡΠ΅Π²ΡΠ΅ ΠΈΠ½ΡΠ°ΠΉΡΡ Π³ΠΎΠ΄Π° 
