AI Briefing#infrastructure
The latest AI and developer news about #infrastructure, with the original source and a short summary.
The latest AI and developer news about #infrastructure, with the original source and a short summary.
Replit distributed its infrastructure worldwide to reduce latency and built a cluster-based, isolated architecture.
Control plane generation time was reduced from 700 seconds to 200 seconds, and data plane addition time from 180 seconds to 10 seconds.
Combining Kubernetes-based virtual environments with a web interface to eliminate the environment configuration burden for data analysts.
It is being developed and operated in-house with five components to resolve issues of external solution costs and functional limitations.
HuggingFace is ending the paid tier of the Inference API and introducing a new pricing structure including Inference Endpoints.
Replit built its own load balancer to solve geographic routing limitations and uneven load distribution problems.
This details the hardware and software technology used to train the 176B-parameter BLOOM model.
Replit has undertaken an infrastructure overhaul that separates the control plane from the data plane to address global latency issues.
DevOps works efficiently in small organizations, but scaling it to large organizations can create human and organizational problems.
The Cloud Platform Team under Kakao's Technology Strategy Division builds the IaaS, PaaS, and SaaS platforms that serve as the foundation for developing company-wide services such as KakaoTalk and Melon.
Kakao released detailed job descriptions and technology stacks for Infrastructure Development, System Engineering, and Network Engineering roles for its 2022 internship program.
Replit is expanding its File Persistence feature for hosted apps, previously available only to paid users, to all users.
Automated scale-in/out and HA by applying host network and pod affinity.
Kakao's infrastructure team introduced the 24-hour monitoring system for its shared Kafka and RabbitMQ platform and the Kafka Web service currently in beta, while disclosing future improvement plans such as SaaS transition for dedicated clusters and Kubernetes migration.
Kakao DKOS detailed the etcd Raft algorithm, Learner state, compaction, and backup strategies to enable zero-downtime upgrades.
Replit has significantly improved the speed of its development environment through infrastructure separation and processor upgrades.
Kurly's DevOps team introduced Terraform to address infrastructure management complexity caused by growing services, and shared their modularization and refactoring process.
Replit built its own DNS infrastructure for efficient request routing in a multi-cluster environment.
Replit has begun a large-scale infrastructure overhaul to prevent service outages by splitting its infrastructure into multiple failure-isolated zones called clusters.
Bypasses connection drops caused by conntrack bugs and external IP access issues in IPVS mode using iptables rules.
The Kakao Infrastructure Team is advancing infrastructure operations by supporting the virtualization of physical servers and transitioning existing open-source platforms to SaaS.
Through a recent 10-week stability sprint, Replit reduced latency and raised connection success rates to 99.5%.
Replit has decided to pause new feature development and focus on strengthening its infrastructure and foundations in order to address technical issues caused by rapid growth.
Developing cloud infrastructure for national services like KakaoTalk and Melon, the team provides automated personal workstation environments.