NewCost and speed
Optimizing Document Lookup: Making Atlas Search and Vector Search Up to 5x Faster
Our short summary of MongoDB’s engineering write-up. The full story, with all the detail, is on their blog.
Read the full write-up on mongodb.com (opens in a new tab)Problem
Document lookup added extra planning work, slowing search queries and using too much CPU.
Solution
They changed the lookup step to reuse query plans and share resources, cutting overhead and making $search and $vectorSearch up to five times faster.
Up to 5.5x faster queries
Want the architecture, code and numbers? They’re in the original post.
Read the full write-up on mongodb.com (opens in a new tab)