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What is an elliptic curve? (2019)

https://www.johndcook.com/blog/2019/02/21/what-is-an-elliptic-curve/
50•tzury•2h ago•3 comments

RCE via ND6 Router Advertisements in FreeBSD

https://www.freebsd.org/security/advisories/FreeBSD-SA-25:12.rtsold.asc
16•weeha•1h ago•13 comments

Egyptian Hieroglyphs: Lesson 1

https://www.egyptianhieroglyphs.net/egyptian-hieroglyphs/lesson-1/
39•jameslk•3h ago•8 comments

Gemini 3 Flash: Frontier intelligence built for speed

https://blog.google/products/gemini/gemini-3-flash/
950•meetpateltech•16h ago•510 comments

Coursera to combine with Udemy

https://investor.coursera.com/news/news-details/2025/Coursera-to-Combine-with-Udemy-to-Empower-th...
505•throwaway019254•20h ago•306 comments

'Ghost jobs' are on the rise – and so are calls to ban them

https://www.bbc.com/news/articles/clyzvpp8g3vo
98•1659447091•4h ago•85 comments

Working quickly is more important than it seems (2015)

https://jsomers.net/blog/speed-matters
153•bschne•3d ago•82 comments

I got hacked: My Hetzner server started mining Monero

https://blog.jakesaunders.dev/my-server-started-mining-monero-this-morning/
366•jakelsaunders94•12h ago•250 comments

Judge hints Vizio TV buyers may have rights to source code licensed under GPL

https://www.theregister.com/2025/12/05/vizio_gpl_source_code_ruling/
81•pabs3•4h ago•1 comments

Gut bacteria from amphibians and reptiles achieve tumor elimination in mice

https://www.jaist.ac.jp/english/whatsnew/press/2025/12/17-1.html
391•Xunxi•10h ago•87 comments

Don MacKinnon: Why Simplicity Beats Cleverness in Software Design [audio]

https://maintainable.fm/episodes/don-mackinnon-why-simplicity-beats-cleverness-in-software-design
38•mooreds•2d ago•7 comments

Ask HN: Does anyone understand how Hacker News works?

82•jannesblobel•9h ago•96 comments

Ask HN: Those making $500/month on side projects in 2025 – Show and tell

209•cvbox•7h ago•168 comments

AWS CEO says replacing junior devs with AI is 'one of the dumbest ideas'

https://www.finalroundai.com/blog/aws-ceo-ai-cannot-replace-junior-developers
912•birdculture•16h ago•468 comments

Building a High-Performance OpenAPI Parser in Go

https://www.speakeasy.com/blog/building-speakeasy-openapi-go-library
5•subomi•2d ago•0 comments

Developers can now submit apps to ChatGPT

https://openai.com/index/developers-can-now-submit-apps-to-chatgpt/
136•tananaev•10h ago•80 comments

OBS Studio Gets a New Renderer

https://obsproject.com/blog/obs-studio-gets-a-new-renderer
245•aizk•12h ago•51 comments

A Safer Container Ecosystem with Docker: Free Docker Hardened Images

https://www.docker.com/blog/docker-hardened-images-for-every-developer/
317•anttiharju•16h ago•70 comments

More than half of researchers now use AI for peer review, often against guidance

https://www.nature.com/articles/d41586-025-04066-5
45•neilv•4h ago•26 comments

Show HN: I built a fast RSS reader in Zig

https://github.com/superstarryeyes/hys
57•superstarryeyes•1d ago•15 comments

Tell HN: HN was down

555•uyzstvqs•16h ago•301 comments

The Number That Turned Sideways

https://zuriby.github.io/math.github.io/the-number-that-turned-sideways.html
47•tzury•4d ago•29 comments

Show HN: High-Performance Wavelet Matrix for Python, Implemented in Rust

https://pypi.org/project/wavelet-matrix/
83•math-hiyoko•13h ago•4 comments

TikTok unlawfully tracks shopping habits and use of dating apps?

https://noyb.eu/en/tiktok-unlawfully-tracks-your-shopping-habits-and-your-use-dating-apps
185•doener•8h ago•98 comments

Feather Detective (2016)

https://www.audubon.org/magazine/behind-scenes-worlds-top-feather-detective
8•thither•3d ago•0 comments

Zmij: Faster floating point double-to-string conversion

https://vitaut.net/posts/2025/faster-dtoa/
129•fanf2•3d ago•18 comments

Cloudflare Radar 2025 Year in Review

https://radar.cloudflare.com/year-in-review/2025
85•ksec•11h ago•37 comments

Oasis: Pooling PCIe Devices over CXL to Boost Utilization

https://dl.acm.org/doi/10.1145/3731569.3764812
10•blakepelton•5d ago•2 comments

Inside PostHog: SSRF, ClickHouse SQL Escape and Default Postgres Creds to RCE

https://mdisec.com/inside-posthog-how-ssrf-a-clickhouse-sql-escaping-0day-and-default-postgresql-...
93•arwt•12h ago•27 comments

How SQLite is tested

https://sqlite.org/testing.html
283•whatisabcdefgh•15h ago•78 comments
Open in hackernews

JEP 515: Ahead-of-Time Method Profiling

https://openjdk.org/jeps/515
101•cempaka•7mo ago

Comments

nmstoker•7mo ago
Would be interesting if the Faster Python team considered this approach for Python (although maybe they already did?)
motoboi•7mo ago
The most impact will be achieved on java standard library, like Streams (cited in the article). Right now, although their behavior is well stablished and they are mostly used in the "factory" mode (no user subclassing or implementation of the stream api), they cannot be shipped with the JVM already compiled.

If you can find a way (which this JEP is one way) to make the bulk of the java standard api AOT compiled, then java programs will be faster (much faster).

Also, the JVM is already an engine marvel (java JIT code is fast as hell), but this will make java programs much nimbler.

rzwitserloot•7mo ago
I assume you meant with the AOT argument: "The initial few minutes of a JVM's existence, which would be the entire lifetime if you're using java the way you use e.g. your average executable in your `/usr/bin` dir".

Saying "java programs will be faster" is perhaps a bit misleading to those who don't know how java works. This will speed up only the first moments of a JVM execution, nothing more. Or, I misread the JEP, in which case I'd owe you one if you can explain what I missed.

As a java developer this will be lightly convenient when developing. We go through JVM warmup a lot more than your average user ever does. Personally I think I'm on the low end (I like debuggers, and I don't use TDD-style "what I work on is dictated by a unit test run and thus I rerun the tests a lot during development". But still it excites me somewhat, so that should mean your average java dev should be excited quite a bit by this.

I am not all that experienced in it, but I gather that lambda-style java deployments (self contained simple apps that run on demand and could in theory be operating on a 'lets boot up a JVM to run this tiny job which won't last more than half a second') have looong ago moved on from actually booting JVMs for every job, such as by using Graal, an existing AOT tool. But if you weren't using those, hoo boy. This gives every java app 'graal level bootup' for as far as I can tell effectively free (a smidge of disk space to store the profile).

For the kinds of java deployments I'm more familiar with (a server that boots as the box boots and stays running until a reboot is needed to update deps or the app itself), this probably won't cause a noticable performance boost.

indolering•7mo ago
I thought Graal was going to slowly replace HotSpot?
vips7L•7mo ago
There was talk of the graal jit replacing C2, but native image will never replace HotSpot.
mshockwave•7mo ago
in addition to storing profiles, what about caching some native code? so that we can eliminate the JIT overhead for hot functions

EDIT: they describe this in their "Alternative" section as future work

tikkabhuna•7mo ago
Is this similar/the same as Azul Zing’s ReadyNow feature?
rst•7mo ago
Faint echoes of the very first optimizing compiler, Fortran I, which did a monte carlo simulation of the flow graph to attempt to detect hot spots in the flow graph so it could allocate registers to inner loops first.
indolering•7mo ago
OpenJ9 has had some of this type of functionality for a while now. Glad to see the difference between interpreted and compiled languages continue to get fuzzier.
pjmlp•7mo ago
Even longer than that, OpenJ9 AOT capabilities, and JIT cache, go back to the Websphere Real-Time JVM, whose branding had nothing to do with J2EE application server.

Most documentation is gone from the Internet, I was able to dig one of the old manuals,

https://ftpmirror.your.org/pub/misc/ftp.software.ibm.com/sof...

These kind of features have been available in commercial JVMs like those for a while now, what the community is finally getting are free beer versions of such capabilities.