Kakao Releases 5 Cloud Sessions for if(kakaoAI)2024

Kakao has released five sessions for the Cloud track of the if(kakaoAI)2024 conference. From high-availability architecture improvements following the Pangyo data center fire to GCP-based batch processing optimization, these sessions share real-world operational case studies.

Key Presentations

• CI/CD Pipeline: Covers Kakao's CI/CD construction process and refactoring experience applying GitOps and MSA principles in a multi-cluster Kubernetes environment with thousands of clusters.
• High-Availability Kubernetes: Introduces issues that occurred during the Pangyo fire and ideas for designing high-availability clusters based on etcd and CNI plugins to resolve them.
• KakaoBank On-premise K8s: Shares the journey of building On-premise Kubernetes while optimizing infrastructure resources under the bank's strict internal controls and network isolation environment.
• GCP Batch Optimization: Presents a case study of building a daily batch system using AlloyDB to achieve performance close to in-memory DBs while reducing source DB load and efficiently migrating large-scale data.
• Intelligent Resource Optimization: Provides a technical tutorial on achieving resource reduction and service performance improvement through a CPU/Memory resource recommendation system utilizing tools like KEDA.