B-tree vs B+ tree in Database Systems
In this episode of the backend engineering show I'll discuss the difference between b-tree and b+tree why they were invented, what problems do they solve, and the advantages and disadvantages of both. I'll also discuss the limitation of implementing b-tree over b+tree and how Discord ran into a memory limitation using b-tree Mongo. Check out my udemy Introduction to Database Engineering course https://husseinnasser.com/courses Learn the fundamentals of database systems to understand and build performant backend apps 0:00 Data structure and algorithms 1:30 Working with large datasets 6:00 Binary Tree 8:30 B-tree 19:30 B+ tree 22:00 B-tree vs B+ tree benefits 25:00 MongoDB Btree Indexes Trouble 30:00 Summary working with a billion row table (Members only) https://youtu.be/wj7KEMEkMUE indexing video https://youtu.be/-qNSXK7s7_w Discord moving from MongoDB to Cassandra https://www.youtube.com/watch?v=86olupkuLlU https://blog.discord.com/how-discord-stores-billions-of-messages-7fa6ec7ee4c7 MongoDB Indexes https://docs.mongodb.com/manual/indexes/ Postgres Indexes https://www.postgresql.org/docs/13/btree-implementation.html btree code https://www.cs.usfca.edu/~galles/visualization/BPlusTree.html https://www.cs.usfca.edu/~galles/visualization/BTree.html Support my work on PayPal https://bit.ly/33ENps4 Become a Member on YouTube https://www.youtube.com/channel/UC_ML5xP23TOWKUcc-oAE_Eg/join 🧑🏫 Courses I Teach https://husseinnasser.com/courses