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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

ht
tps://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).

ht
tps://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 😎 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.


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tps://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
ΠΠ·Π΅Ρ€Π±Π°ΠΉΠ΄ΠΆΠ°Π½ΡΡŒΠΊΠΈΠΉ Kanal13 ΠΏΡ€ΠΎΡ–Π»ΡŽΡΡ‚Ρ€ΡƒΠ²Π°Π² заяву ΠΊΠ΅Ρ€Ρ–Π²Π½ΠΈΠΊΠ° Π“ΠΎΠ»ΠΎΠ²Π½ΠΎΠ³ΠΎ управління Π±ΠΎΠΉΠΎΠ²ΠΈΡ… ΡƒΠ΄Π°Ρ€Π½ΠΈΡ… систСм Π—Π‘Π£, ΠΏΠΎΠ»ΠΊΠΎΠ²Π½ΠΈΠΊΠ° БСргія Π‘Π°Ρ€Π°Π½ΠΎΠ²Π° ΠΏΡ€ΠΎ ΡƒΠΊΡ€Π°Ρ—Π½ΡΡŒΠΊΡƒ систСму виявлСння Ρ‚Π° винищСння Π²ΠΎΡ€ΠΎΠ³Ρ–Π², яку Π½Π° Π·Π°Ρ…ΠΎΠ΄Ρ– Π²ΠΆΠ΅ охрСстили, як "Killnet" ("Π‘Ρ–Ρ‚ΠΊΠ° смСрті") Π—Π‘Π£. Ми писали ΠΏΡ€ΠΎ Π½Π΅Ρ— Π²Ρ‡ΠΎΡ€Π°. @yigal_levin

Observability Survey 2023 by Grafana labs https://grafana.com/observability-survey-2023/ #observability #monitoring

Build 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 #json

swarmlet A se
lf-hosted, open-source Platform as a Service that enables easy swarm deployments, load balancing, automatic SSL, metrics, analytics and more

htt
ps://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.