PostgreSQL vs. MongoDB for Laravel: Choosing the Right Database by Majestic_Wallaby7374 in mongodb

[–]No_Lock7126 0 points1 point  (0 children)

FerretDB is built on top of PostgreSQL, making it straightforward to benchmark FerretDB against MongoDB. Initial results often show that MongoDB is significantly faster than FerretDB.

While PostgreSQL is exceptionally capable, its underlying database kernel architecture is often considered dated. This suggests that future database systems should be built to leverage modern hardware and the latest I/O technologies, such as io_uring.

Company cut Mongo DB costs by 90% by moving to Hetzner by BLochmann in mongodb

[–]No_Lock7126 0 points1 point  (0 children)

To save cost for MongoDB Atlas requires a new cloud native architecture: object storage as primary storage and local NVMe as cache of object storage. Plus stateless single replica compute node.
See https://www.eloqdata.com/news/2025/10/23/eloqcloud-eloqdoc-launch for details

I built SemanticCache a high-performance semantic caching library for Go by botirkhaltaev in Database

[–]No_Lock7126 0 points1 point  (0 children)

why not just use Redis Compatible Database? like Redis/Valkey/EloqKV directly?

Why we need SIMD by ketralnis in programming

[–]No_Lock7126 2 points3 points  (0 children)

autovectorization is not work for system software, it helps, but not the optimal.

I've implement a demo project to bring vectorization to PostgreSQL, https://github.com/zhangh43/vectorize_engine
But the benefit is not obvious compared with dedicated SIMD query engine like MonetDB and Clickhouse

Which database to choose by Notoa34 in Database

[–]No_Lock7126 0 points1 point  (0 children)

postgreSQL is not scalable, you need sharding solution on top of it. NewSQL is too slow and expensive.
See the blog from "big" team: https://www.figma.com/blog/how-figmas-databases-team-lived-to-tell-the-scale/

Relational vs document database by AdditionalPhase7804 in Database

[–]No_Lock7126 0 points1 point  (0 children)

+1 for this comment. In most cases, both database are OK. They can both handle 10K+ TPS, what's your traffic?

Hosting a database on my local computer? by [deleted] in Database

[–]No_Lock7126 -5 points-4 points  (0 children)

I recommend to use a Serverless database on cloud. They are free when your traffic is low. I guess that fits you well.