>The article focuses quite heavily on Zing vs Hotspot but it'd be interesting to see an analysis of a variety of the standard JVMs GC methods (namely Shenandoah).

Also, ZGC, which is considered production-ready in JDK 15.

LMAX Disruptor is a really powerful abstraction if you are trying to build something with consistently-low latency. I've been using a variant in .NET Core for purposes of processing UI events.

It was very interesting, I ported it to C++. However, I lost interest when the whole thing could lock up if the RingBuffer size was very small yet still a power of two.

It also uses sun.misc.Unsafe to do the latency critical aspects, so yes it's Java, but most certainly not vanilla Java.

ZGC is at 1-2ms max pause time in JDK 16 and is expected to reach <1ms max pause time within a year.

Isn't this architecture dependent?

It is hard to imagine the same performance on a Pentium Pro.

What is the right processor-independent measure for latencies like this? Number of clock-ticks? That seems flawed, too.

Sort of, it you have to have a 64 bit CPU.

Here is a more in-depth article on how it works, using pointer coloring.

https://www.programmersought.com/article/29543432001/

I come from a place that used Java as the main language for its strategies, and the developers' overall sentiment was very close to yours.

I saw people comment on the "fast<->smart" continuum, and in this context, I believe they mean smart=computationally intensive. (An extreme example is a stat arb shop running its portfolio optimizer.) But there's another way to gain an edge, which is to iterate quickly on your "fast" algorithms and develop them so they take advantage of opportunities that are only partially exploited by competitors. Java seemed pretty good for that purpose for about a decade. Things like JVM warmup, GC, individual ultra-low-latency responses whenever necessary, were all dealt with after the fact.

where I've worked you avoid triggering the GC by making sure you have enough memory for the entire day's operations

with a modern JVM you can even disable it entirely (Epsilon collector)

If you want something that's as fast as C++, but safer to work with, then there's this new language, has been on HN frontpage once or twice.. I can't remember the name, but I think it had something to do with oxidation of metals.. Something about shellfish as well..

The person you're replying to is almost certainly not using the word "safe" in the same sense you are. In particular: safety in trading has to do with risk management, strategy correlation, side effects, and correctness.

Software security matters, in the abstract, but trading firms don't care about it nearly as much as tech companies do. The other thing is that being as fast as C++ is not compelling enough a reason to replace C++ for their use cases. If anything, Rust's dependency management story would be the thing to highlight (this is part of what's compelling about the JVM).

"Software security matters"

I think the responder's version of 'safety' really boils down to 'null pointer safety' - not 'software security'.

And even then, people keep talking about it like it's 'the thing'.

Java has null 'references' as do most languages frankly and it's just 'a thing' almost never 'the thing' to be concerned about.

'What devs want' is basically something kind of like Java, but that compiles, predictable/controllable performance and memory management i.e. no GC. That's it. It will probably end up being Rust, but that's because Rust will eventually provide all the nice, clean, modern package management, idioms, libraries etc., not specifically because of the 'safety'.

Granted I don't want to diminish that in the attempt to create 'proper memory management' you probably end up writing better software anyhow.

That's fair. Instead of saying "software security" I should have been more specific in talking about memory and pointer issues. In that sense, yes Rust does offer some safety guarantees beyond preventing memory corruption vulnerabilities.

Jane Street famously uses OCaml for these types of guarantees, so I would think Rust would offer similar benefits.

Why would you think that? Rust's major selling point for safety guarantees is the borrow checker. It does not provide most of OCaml's type and functional semantics.

That being said: Jane Street is pretty avant garde in this respect. I expect there already is, or soon will be, a successful trading firm which likewise builds its tech brand on Rust and alternatives to Rust standard library primitives. But overall adoption will probably continue to be anemic.

It has immutability, no null pointers, and error types. It has escape hatches available for everything, but unnecessary use of these should be caught in code review, so I don't think it's a big deal. Not sure what correctness features OCaml could add beyond those, but then again I've never programmed in OCaml, only Scala, so I might be wrong.

This is perhaps the most "blub" comment ever written. There are whole classes of bugs that can be caught with more advanced type systems that the Rust type system + borrow checker will never catch. No null pointers and immutability is the bare minimum.

If you're interested, check out https://www.youtube.com/watch?v=10gSoVZ5yXY for an example of the types of compile time guarantees can be had.

Does OCaml have dependent types? I thought that was a Coq and Idris (and Haskell, to a lesser extent) thing.

I am aware that dependent types exist, but quite frankly I've yet to see a popular/ergonomic language implement them. As much as we'd like absence of null pointers, error types, and immutability to be the norm it is not and it will take decades until it is.

You can also do it in Ada/SPARK, Eiffel DBC, F*, Dafny.

A language that brings the Gentoo installation experience to external libraries and requires special purpose data structures to compile properly?

Do you prefer the Linux from Scratch installation experience which C and C++ provide?

Only for clueless developers that don't know their trade.

I was surprised there was no mention of it in the article. Maybe it's not used commonly in the trading space?

If I said Rust is rarely used in trading I'd be still overstating its adoption. There is approximately no Rust code in buy side finance. It exists in the sense that you could find something written in it somewhere, even it it's just an infra tool used by one of the software engineers. But I would be very surprised to hear of any trading firm that uses it in the hot path.

A language that should not be named.