2 links tagged with all of: performance + architecture + s3
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The article details the author's journey to create a vector database inspired by Turbopuffer's architecture, using Amazon S3 for storage. It covers design challenges, trade-offs, and incremental improvements made during development, focusing on performance and cost-efficiency.
The article discusses the development of a distributed caching system designed to optimize access to data stored in S3, enhancing performance and scalability. It outlines the architecture, key components, and benefits of implementing such a caching solution for improved data retrieval efficiency.