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CNCF [Cloud Native Computing Foundation]

Milvus 2.0: A Cloud-Native Vector Database for AI Applications

CNCF [Cloud Native Computing Foundation] via YouTube

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Overview

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This talk explains the design considerations and architecture of Milvus 2.0, an open-source vector database for unstructured data analytics in AI applications. It covers the system’s major components, cloud-native design, and development challenges.

Syllabus

Intro
Unstructured Data Trend
Unstructured Data Growth
Al-driven Data Search and Analytics
The Big Picture
Milvus is an LF AI & Data Graduated Project
Milvus Community
Milvus is used in almost every industry
Milvus is used for almost every type of unstructured data
System Overview
Features
Log Sequence Pub-sub as System Backbone
Access Layer
Coordinator Layer
Worker Layer
Storage Layer
Combine Streaming and Batching
The Bazaar Architecture
History of Milvus
Milvus Insight
Milvus CLI
K8s Operator

Taught by

CNCF [Cloud Native Computing Foundation]

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