Open source project recommendation
KubeView
KubeView is a Kubernetes cluster visualization tool and visual explorer. It allows users to run commands inside the cluster and view resource usage, container running status, network traffic, etc. inside the cluster. KubeView supports multiple data sources, and can read data from Prometheus, Grafana, Kubernetes management tools, etc., and visualize the data inside the cluster.
be the score
kube-score is a tool that performs static code analysis on Kubernetes object definitions. The output is a list of recommendations of what you can improve to make your application more secure and resilient.
Robusta KRR
Robusta KRR (Kubernetes Resource Recommender) is a CLI tool for optimizing resource allocation in Kubernetes clusters. It collects pod usage data from Prometheus and recommends CPU and memory requests and limits. This reduces cost and improves performance.
Transformers
Transformers is a natural language processing library developed by the huggingface team, which uses the Transformer architecture to support various natural language processing tasks, such as text classification, machine translation, sentiment analysis, etc.
The Transformers library provides a variety of pre-trained models and custom models that can be easily used and tuned.
Article recommendation
Understanding Kubernetes Deployment - A Beginner's Guide
This article introduces the basics of Kubernetes Deployment, including the role, usage and precautions of Deployment. The article also mentions the relationship between Deployment and other Kubernetes components, such as Ingress and ReplicaSet. At the same time, the article also provides some practical tips and examples to help readers better understand the usage and function of Deployment.
How etcd works
This article introduces the functionality and use of etcd in a Kubernetes cluster. etcd is an open source distributed key-value store system for storing and managing configuration, metadata, and other critical data in a cluster. Kubernetes uses etcd to store cluster state information and configuration, and as a metadata source for the Kubernetes controller and API Server.
Spring Boot application service discovery using Kubernetes
This post describes how to use Kubernetes to implement service discovery for Spring Boot applications. Spring Boot applications typically use registries such as ActiveMQ, Consul, or Eureka to register and discover services. However, Kubernetes itself does not support service discovery, so some tools are required to implement it.
Additionally, the article discusses how to use Kubernetes to manage dependencies and versions of Spring Boot applications. When using Kubernetes to manage applications, you can use Kubernetes resources such as Deployment, Service, Ingress, and ConfigMap to implement application dependency management and version control.
Cloud Native Dynamics
Kubernetes 1.27: Server-side field checksum and OpenAPI V3 advanced to GA
Server-side field verification is used to verify the resources sent to the apiserver through create, update and patch requests. This feature was added in Kubernetes v1.25, advanced to Beta in v1.26, and now in v1.27 Advance to GA. It provides all the functions of kubectl verification on the server side.
OpenAPI is a standard, programming-language-independent interface for discovering the set of operations and types supported by a Kubernetes cluster. OpenAPI v3 is the latest standard of OpenAPI, which is an improved version of OpenAPI v2 supported since Kubernetes 1.5. Support for OpenAPI v3 was added in Kubernetes v1.23, advanced to Beta at v1.24, and now advanced to GA at v1.27.
The OSM (Open Service Mesh) project will stop updating
Open Service Mesh (OSM) announced that it will stop updating and will work more closely with the Istio community to accelerate the development of next-generation service mesh technology. Developments in the service mesh community, such as the Kubernetes Gateway API and GAMMA, further underscore the critical importance and maturity of service meshes in today's cloud-native stacks. The OSM team will be working with the Istio community, including enhancing Istio's mesh certificate management experience with Kubernetes' ClusterTrustBundles feature, proposing a "security mode" feature approach, improving Istio's telemetry experience, and aligning with Istio's newly announced mesh mode for sidecar-less environments cooperate.
Autopilot becomes the default mode of operation for Google Kubernetes Engine
Google announced that Autopilot is now the default and recommended mode of operation for GKE clusters.
Launched in 2021, Autopilot is a cluster operating mode for easy management of Kubernetes clusters. Autopilot requires all administrative tasks, and it creates clusters based on best practices learned from Google SRE and engineering.
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