Thank you! I&#x27;d say pretty close. But S2 is not open source, and the OSS version (<a href="https:&#x2F;&#x2F;github.com&#x2F;s2-streamstore&#x2F;s2" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;s2-streamstore&#x2F;s2</a>) is S2-Lite, which is single-node only and uses SlateDB.SlateDB is great, but it&#x27;s not purpose-built for streaming workloads. With PicoMQ, the goal is to really do one thing well. It would have been far easier to just extend SlateDB, but instead, the S3Stream engine is built from the ground up with AutoMQ&#x27;s core primitives.Not to mention, Pico supports multi-node&#x2F;cluster deployments and a bunch of other features (no feature gating).

Love the landing page design! I&#x27;m excited to give it a whirl this evening.Initially, I started to compare PicoMQ to <a href="https:&#x2F;&#x2F;github.com&#x2F;s2-streamstore&#x2F;s2" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;s2-streamstore&#x2F;s2</a>. If you&#x27;re familiar with them, how would you compare PicoMQ to S2?

I’ve been obsessed with everything durable lately and this is good timing as electric just got acquired so the state of their durable streams project is unknown.Have you looked into the semantics of their like StreamDB stuff ? Pretty interestingAlso there is this that was built on top of it. Sounds somewhat similar goal as yours but I could be off. Need to explore more
<a href="https:&#x2F;&#x2F;ursula.tonbo.io&#x2F;" rel="nofollow">https:&#x2F;&#x2F;ursula.tonbo.io&#x2F;</a>

I&#x27;m glad you asked, and yes, PicoMQ does have some Kafka-like semantics. However, Kafka is great at being a huge pipe, so you&#x27;d create topics like tables. PicoMQ, on the other hand, recommends creating granular streams that make the most sense, say, by user, session, or vehicle (still bottomless).And it&#x27;s also fair to question write performance, since it&#x27;s backed by object storage. The optimization is primarily from the shared WAL across streams, server-side batching, and client-side in-memory pipelining, especially with HTTP&#x2F;2, without as much connection pool overhead.In practice, you can go to the extent of achieving up to 100 MiB&#x2F;s throughput per stream. Considering how granular streams can be, you&#x27;d rarely need as much. The latency for a durability ACK is, however, the price to pay, which is going to be ~250 ms, or lower with S3 Express, which I&#x27;d say covers most real-time use-cases. The design itself is easy enough to extend to a disk-staged WAL for single-digit durability ACK latency.

You nailed it! With some of the similar products I&#x27;ve seen, they either inherit the Kafka protocol and hence the KRaft and other complexities, or go the other way with single-node only deployments, commonly just using SlateDB&#x27;s single-writer model for durability.

Not familiar with this particular library, but similar libraries use S3 Express One Zone which has write latency &lt;10ms, so you can use that for the WAL and compaction can move data onto other storage classes in the background.Regular S3 has write latency 100-150ms, which might be fine depending on your workload anyway.

Can you help an old man understand?This sounds like a kafka-like streaming system, but backed onto s3-objects?Doesn&#x27;t this mean that write performance is going to be bad?

Yes, discord as an example would be awesome, exactly what I thought.Is this back of envelope pricing include the traffic&#x2F;bandwidth of the readers?That could easily be 10-100x of number of messages.This solution together with a cheap&#x2F;free caching layer (especially for non members&#x2F;writers) could be amazing.BTW, a classic example would be an hn mirror. ;)

Thank you! I spent a decent chunk of time designing PicoMQ, so the documentation had a natural progression.Exactly, streams can essentially be rooms, and since the ordering is preserved, a Discord-like application is a strong use case. I’m even considering building one using PicoMQ as an example showcase.The pricing is going to be dirt cheap, and the best part is how easy it is to scale up vertically or add nodes. For some raw numbers, assuming 1M messages&#x2F;day, 200B per message, ~6GB&#x2F;month, all-inclusive, it would be $30 to $150 a month, and storage would be the cheapest part.

Sounds great, and documentation is very clear.So - in theory - something like a massive chat client, discord like, can be implemented via this solution?
And what would be the pricing of such a solution.
Cheap-serverless-discord

Show HN: PicoMQ – Durable Streams over HTTP, on object storage