AI Briefing#kubernetes
The latest AI and developer news about #kubernetes, with the original source and a short summary.
The latest AI and developer news about #kubernetes, with the original source and a short summary.
The developer determined that maintaining the project is difficult because the official release of Prometheus's Agent Mode eliminated its resource efficiency advantage.
At the 5th Cloudtone held in Jeju Island, Kakao crew members conducted Kubernetes hands-on sessions, cross-functional communication workshops, and lectures on AI utilization.
A chatbot service operations team adopted NetApp Spot to reduce AWS EKS operating costs by about 40% while maintaining uninterrupted service through an SLA guarantee.
HA was verified with 4-node distributed MinIO, and archived data was operated with Backup & Recovery.
A cooling system failure in the AWS Tokyo region caused 6 CockroachDB nodes to fail simultaneously, resulting in partial data loss, which was analyzed.
Control plane generation time was reduced from 700 seconds to 200 seconds, and data plane addition time from 180 seconds to 10 seconds.
Cache-based Zone Failover completes eurekube-operator's response to Eureka failures.
Banksalad switched its Spark computing environment from EMR to Kubernetes, reducing operating costs by about 45%.
Combining Kubernetes-based virtual environments with a web interface to eliminate the environment configuration burden for data analysts.
Devsisters looks back on the process of adopting a Stateful server and CockroachDB and building out Kubernetes infrastructure for the launch of Cookie Run: Kingdom.
Considering vendor lock-in and cost issues, Kurly chose Kubeflow over AWS SageMaker and optimized its production environment by applying Elyra, SealedSecrets, and more.
Recruiting personnel to develop core features within KakaoTalk Wallet, including certificates, digital cards, and electronic certificates.
Collaborating with 5 Backend and 2 Frontend engineers, the team operates in a Java and Spring-based Kubernetes environment.
Kurly built its own MLOps platform using Karpenter and NVDP to implement automatic allocation and deprovisioning of GPU resources.
Kakao's Commerce Platform Development Team is recruiting crew members to develop major commerce services, such as Gift, used by 40 million users, with 80% of the team having non-commerce backgrounds.
Kakao Commerce CIC's Channel Development Team is conducting targeted hiring until September 26 to recruit talent for developing commerce platforms and the proprietary queue system Pacemaker for 40 million members.
It covers how to deploy a Vision Transformer model into a scalable environment using TensorFlow Serving and Kubernetes.
Integrated distributed CI tools like Jenkins and scaled Docker-based Runners using Kubernetes to improve operational efficiency.
Banksalad's DevOps team introduced how it secures fintech service stability through IaC-based infrastructure management and AWS multi-AZ configuration.
Kakao is holding a 9-week hands-on training program and information session for developers without cloud knowledge.
70% of 2021 participants had no prior cloud experience, and the program supports career transitions through direct training by current colleagues.
Automated scale-in/out and HA by applying host network and pod affinity.
Kakao DKOS detailed the etcd Raft algorithm, Learner state, compaction, and backup strategies to enable zero-downtime upgrades.
Kakao will present seven technical sessions at the if(kakao)2021 conference, covering cloud-native transformation, 9rum portal integration, Hadoop migration, and the Kubernetes Live Upgrade API.