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June 21-24, 2022
Austin, Texas, USA + Virtual
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Wednesday, June 22 • 11:50am - 12:30pm
Evolution of Milvus Cloud-Scalable Vector Database - Charles Xie & Frank Liu, Zilliz

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The total amount of digital data generated worldwide is increasing at a rapid rate. Simultaneously, approximately 80% (and growing) of this newly generated data is unstructured data - data that does not conform to a table- or object-based model. Examples of unstructured data include text, images, protein structures, geospatial information, and IoT data streams. Despite this, the vast majority of companies and organizations do not have a way of storing and analyzing these increasingly large quantities of unstructured data. Embeddings - high-dimensional, dense vectors which represent the semantic content of unstructured data - can remedy this. Armed with this knowledge, it's clear that the mobile/IoT era necessitates a new type of cloud-native, fully distributed database purpose-built to store, search, and index large quantities of embedding vectors: Milvus.

In this presentation, we'll introduce the design of Milvus 2.0 - the world's most popular open-source vector database trusted by over 1000 organizations. Milvus 2.0 represents a complete paradigm shift in the underlying vector database architecture - cloud-native, horizontally scalable, and fully distributed. We will also briefly discuss the evolution from Milvus 1.0 to 2.0 and share various real-world use cases and applications.

Speakers
CX

Charles Xie

CEO, Zilliz
Charles Xie is the founder and CEO of Zilliz, and the inventor of the Milvus vector database system. He is currently a board member of LF AI & Data Foundation, and before that he served as the board's chairperson in 2020 and 2021. Prior to Zilliz, Charles was a founding engineer of... Read More →
avatar for Frank Liu

Frank Liu

Head of AI & ML, Zilliz
Frank Liu is the Director of Operations and ML Architect at Zilliz with over 9 years of industry experience in machine learning and hardware engineering. Prior to joining Zilliz, Frank co-founded an IoT startup based in Shanghai and worked as a ML Software Engineer at Yahoo in San... Read More →



Wednesday June 22, 2022 11:50am - 12:30pm CDT
Room 408/409 (Level 4)