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Stratum: System-Hardware Co-Design with 3D-Stackable DRAM for Efficient Moe

https://dl.acm.org/doi/10.1145/3725843.3756043
1•rbanffy•41s ago•0 comments

How to Achieve Serverless GPUs

https://modal.com/blog/truly-serverless-gpus
1•gmays•2m ago•0 comments

Unlocking Asynchronicity in Continuous Batching

https://huggingface.co/blog/continuous_async
1•ibobev•2m ago•0 comments

Recovering the State of Xorshift128

https://www.johndcook.com/blog/2026/05/15/xorshift128-state/
1•ibobev•3m ago•0 comments

The Supreme Court just told every freight broker that they can be sued

https://finance.yahoo.com/economy/policy/articles/supreme-court-just-told-every-144034621.html
1•ldayley•3m ago•0 comments

Software Sandboxing: The Basics

https://blog.emilua.org/2025/01/12/software-sandboxing-basics/
1•vinipsmaker•4m ago•0 comments

Show HN: Vouch, I scanned 50 AI-coded repos with my own scanner

https://www.vouch-secure.com/
2•jonathan_demir•4m ago•0 comments

Cursing the government does not fix potholes. Spray-painting them does

https://imagenotfound.writeas.com/the-holes-we-painted-and-why-we-did-it-anyway
2•bogomil•4m ago•1 comments

Ukrainian drone strike on fuel depot prompts Latvian prime minister resignation

https://www.defensenews.com/global/europe/2026/05/11/ukrainian-drone-strike-on-empty-baltic-fuel-...
1•stared•4m ago•0 comments

Microsoft to automatically roll back faulty Windows drivers

https://www.bleepingcomputer.com/news/microsoft/microsoft-to-automatically-roll-back-faulty-windo...
3•Brajeshwar•5m ago•0 comments

Simon the Sorcerer Origins

https://store.steampowered.com/app/1939890/Simon_the_Sorcerer_Origins/
1•doener•6m ago•0 comments

AST-outline: AST-based code-navigation CLI

https://github.com/aeroxy/ast-outline
1•robertkrahn01•6m ago•1 comments

Six Joints, Twenty-One Fingers, and the Math of Reach

https://atomsfrontier.substack.com/p/six-joints-twenty-one-fingers-and
1•jpatel3•8m ago•0 comments

Too dangerous or just too expensive? The real reason Anthropic is hiding Mythos

https://kingy.ai/ai/too-dangerous-to-release-or-just-too-expensive-the-real-reason-anthropic-is-h...
2•chbint•9m ago•0 comments

Getting Secret Management Right in Kubernetes

https://cymatic.ie/blog/kubernetes-secret-management/
4•MathiasPius•10m ago•0 comments

The AI-Native Developer

https://queue.acm.org/detail.cfm?id=3807961
1•rbanffy•14m ago•0 comments

AP News: Dirtnado Sweeps Through Minnesota Farm

https://cdn.jwplayer.com/previews/qYpG77xU
1•tocs3•14m ago•0 comments

Maldives holds first underwater Cabinet meeting in a bid for climate

https://presidency.gov.mv/Press/Article/633
2•bilsbie•14m ago•1 comments

The language debate is back!

https://antejavor.github.io/blog/2026/infra-static-languages/
2•mapleeman•15m ago•0 comments

Cerebras CEO: AI chip demand is 'not speculative', IPO price doubles

https://fortune.com/2026/05/14/cerebras-one-of-the-biggest-ipos-of-the-year/
1•0xffany•16m ago•1 comments

Ask HN: Hacker News is suffocating me

1•ish099•18m ago•2 comments

PauseHer – hold a yoga pose to unlock Instagram or TikTok

https://apps.apple.com/us/app/pauseher-yoga-before-scroll/id6759345933
1•vector_pro•19m ago•0 comments

Truth, Power, and Honest Journalism

https://radleybalko.substack.com/p/truth-power-and-honest-journalism
1•justin66•20m ago•0 comments

Spreadsheet Errors: Manual Data Mistakes Are Costing Thousands

https://www.doss.com/no-script
1•nhatcher•21m ago•0 comments

Trump poised to drop IRS suit, launch $1.7B 'weaponization' fund for allies

https://abcnews.com/US/trump-poised-drop-irs-suit-launch-17b-weaponization/story?id=132962661
1•justin66•22m ago•0 comments

Omnisearch – A lightweight metasearch engine written in C

https://git.bwaaa.monster/omnisearch/about/
1•bitbasher•22m ago•0 comments

AI Did Not

https://www.stephenlewis.me/blog/ai-did-not/
3•monooso•22m ago•0 comments

'I didn't want to be the guinea pig': inside tech's AI-fueled manager purge

https://www.theguardian.com/technology/2026/may/15/ai-manager-purge-tech
1•n1b0m•25m ago•0 comments

Browser Run: now running on Cloudflare Containers, it's faster and more scalable

https://blog.cloudflare.com/browser-run-containers/
1•danborn26•26m ago•0 comments

The old world of tech is dying and the new cannot be born

https://www.baldurbjarnason.com/2026/the-old-world-of-tech-is-dying/
6•speckx•29m 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!