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How to Parallelize a Transformer for Training

https://ezyang.github.io/interactive-parallelize-transformer/
1•matt_d•56s ago•0 comments

Trying to Fit a Logistic Curve

https://www.johndcook.com/blog/2025/12/20/fit-logistic-curve/
1•theanonymousone•1m ago•0 comments

Grounding Numbers

https://dogdogfish.com/blog/2026/08/18/grounding-numbers/
1•matthewsharpe3•4m ago•0 comments

Use.sh: Provision Postgres in <1 second

https://use.sh/
1•omarish•5m ago•0 comments

What 22 big platforms report about their own moderation

https://www.rtfp.io/
1•pushkino•5m ago•1 comments

Truck Parking Club

https://truckparkingclub.com/
1•mooreds•6m ago•0 comments

Harvest Price Impact Calculator

https://harvest-cash-grab.vercel.app/
1•mooreds•7m ago•0 comments

Show HN: Git·vodka – a self-hosting Git remote on Cloudflare's free tier

https://git.vodka/~c/git-vodka
1•calganaygun•8m ago•0 comments

Backward Program Slicing for Binary Analysis with Ghidra

https://blog.react0r.com/2024/07/15/backward-program-slicing/
1•YAYERKA•9m ago•0 comments

OpenAI Is Slowing Down Its AI Training

https://time.com/article/2026/08/18/openai-slowing-training/
2•wertyk•9m ago•0 comments

Show HN: Hackwithus – a Hackathon for getting your first users

https://www.hackwithus.dev/join
1•greyzor7•10m ago•0 comments

Cargo Thefts Have Turned Violent in Pursuit of AI Hardware

https://www.wired.com/story/the-worst-ive-ever-seen-cargo-thieves-are-turning-violent-in-pursuit-...
1•throw0101d•10m ago•1 comments

A Government of Multimillionaires

https://english.elpais.com/usa/2026-08-18/a-government-of-multimillionaires-trump-appointed-57-of...
1•root-parent•12m ago•0 comments

Binder: Turn a Git repo into a collection of interactive notebooks

https://mybinder.org/
1•maciej_pacula•14m ago•0 comments

Codex and Hermes independently found the same critical flaw in my cryptocurrency

https://atto.cash/blog/age-of-continuous-audits
1•rotilho•15m ago•0 comments

Daily MCP Tool Drifts- 8,931 of 12,391 drifted with no version bump

https://mcpindex.ai/ledger
1•gatuamgb•15m ago•0 comments

Top album releases linked to rise in fatal crashes

https://www.theguardian.com/world/2026/aug/17/top-album-releases-linked-to-rise-in-fatal-crashes-...
1•speckx•16m ago•0 comments

We've solved many medical mysteries. Where are the cures? [video]

https://www.ted.com/talks/saloni_dattani_we_ve_solved_many_medical_mysteries_where_are_the_cures
1•JohnHammersley•16m ago•0 comments

Meta lawsuits: Is social media facing a global legal reckoning?

https://www.aljazeera.com/news/2026/8/18/meta-lawsuits-is-social-media-facing-a-global-legal-reck...
3•billybuckwheat•16m ago•0 comments

Iran is losing control of the Strait of Hormuz

https://www.cnn.com/2026/08/18/business/iran-strait-of-hormuz-oil
2•MilnerRoute•18m ago•0 comments

Viral Halloween 'De-Flock' campaign gains momentum

https://www.dexerto.com/entertainment/flock-camera-controversy-explained-as-viral-halloween-de-fl...
1•eclark•19m ago•0 comments

Ask HN: Why is this my favicon for HN?

2•brianpan•19m ago•0 comments

Odin's New Inline Assembly Templates

https://odin-lang.org/docs/inline-asm/
1•gingerBill•20m ago•0 comments

In VR experiences, emotion and agency more important than HD graphics (study)

https://wjamesau.substack.com/p/in-virtual-experiences-emotion-and
1•SLHamlet•20m ago•0 comments

Is There a Simple Solution to the Fermi Paradox? [video]

https://www.youtube.com/watch?v=abvzkSJEhKk
1•simonebrunozzi•21m ago•0 comments

Show HN: Claw-coder- the first autonomous local first coding agent

https://openmindedai.org/product
1•gabriel_oauth•24m ago•0 comments

US states accuse Meta of covering up research on teen social media addiction

https://www.theguardian.com/technology/2026/aug/18/meta-child-safety-addiction-lawsuit-states
3•jethronethro•24m ago•0 comments

Norway Should Buy OpenAI

https://www.onethousandmeans.com/p/norway-should-buy-openai
70•alexeigannon•25m ago•42 comments

Beware Management Consultants

https://about.iceland.co.uk/our-story/the-dark-ages/beware-management-consultants/
9•KolmogorovComp•26m ago•1 comments

Solution to Apple Siri Europe DMA Conflict

https://huggingface.co/datasets/sangamdas/Apple-Siri-Europe-DMA-Interoperability-Technical-Solution
2•sangamdas•27m ago•0 comments
Open in hackernews

Decomposing Transactional Systems

https://transactional.blog/blog/2025-decomposing-transactional-systems
132•pongogogo•1y ago

Comments

karmakaze•1y ago
> commit version is chosen — the time at which the database claims all reads and writes occurred atomically.

This post doesn't mention transaction isolation specifically though it does say "How does this end up being equal to SERIALIZABLE MySQL?" So maybe I'm supposed to consider this post only for 'Every transactional system' running with SERIALIZABLE transaction isolation. I don't particularly care about that. I do care that the database I use clearly states what its isolation names mean in detail and that it does exactly what it says. e.g. I don't expect MySQL SERIALIZABLE to exactly mean the same as any other database that uses the same term.

mjb•1y ago
MySQL Serializable is pretty similar to serializable in other databases, in terms of the observable anomalies. There's a good set of tests here: https://github.com/ept/hermitage

> So maybe I'm supposed to consider this post only for 'Every transactional system' running with SERIALIZABLE transaction isolation.

No, it's a general point about the nature of transactions in DBMSs, and the different implementation choices. As the article says, there are some variations (e.g. MVCC at levels lower than serializable inherently has two 'order' steps).

karmakaze•1y ago
I'm not seeing the mention of two 'order' steps. Are you referring to the larger part of what I quoted?

> MVCC databases may assign two versions: an initial read version, and a final commit version. In this case, we’re mainly focused on the specific point at which the commit version is chosen — the time at which the database claims all reads and writes occurred atomically.

For non-SERIALIZABLE isolation there may be no such "time at which the database claims all reads and writes occurred atomically", which is how I took the rest of the post to mean when running with SERIALIZABLE isolation.

transactional•1y ago
(Hi! Post author here.)

It is written with a lean towards serializable, partly because there's a wide variety of easy examples to pull which all implement serializable, but the ideas mostly extend to non-serializable as well. Non-serializable but still MVCC will also place all of their writes as having happened at a single commit timestamp, they just don't try to serialize the reads there, and that's fine. When looking at non-serializable not MVCC databases, it's still useful to just try to answer how the system does each of the four parts in isolation. Maybe I should have been more direct that you're welcome to bend/break the mental model in whatever ways are helpful to understand some database.

The line specifically about MySQL running at serializable was because it was in the Spanner section, and Spanner is a (strictly) serializable database.

karmakaze•1y ago
Thanks for the clarifications and diagrams. I can see how using something like Spanner from the outset makes sense to use and stick with serializable isolation. With other SQL dbs, I've mostly seen repeatable read, read committed, and even read uncommitted used in the name of performance. Read committed works fine but you have to design everything for it from the start with thoughtful write and read sequences.

Moving to serializable should be easy but isn't in the case of Spanner and the like because you can't make 100+ of sub-millisecond queries to respond to an API request if that's how your app evolved.

The way I imagine the future is to bring the code closer to the data like stored procedures, but maybe in a new way like modern languages compiled to run (and if necessary retry) in a shard of the database.

mjb•1y ago
This is great, really worth reading if you're interested in transactions.

I liked it so much I wrote up how the model applies to Amazon Aurora DSQL at https://brooker.co.za/blog/2025/04/17/decomposing.html It's interesting because of DSQL's distributed nature, and the decoupling between durability and application to storage in our architecture.

maniacalhack0r•1y ago
DSQL is so cool - have been following since the release and once it supports more of the postgres feature set + extensions it’ll be a killer. Fantastic architecture deep dive at ReInvent as well.
pongogogo•1y ago
Hey Mark, I actually found this post via yours so thanks!