frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

What makes Intel Optane stand out (2023)

https://blog.zuthof.nl/2023/06/02/what-makes-intel-optane-stand-out/
70•walterbell•2h ago

Comments

hbogert•1h ago
It stands out, because it didn't sell. Which is weird because there were some pretty big pros about using them. The latency for updating 1 byte was crazy good. Some databases or journals for something like zfs really benefited from this.
bombcar•1h ago
It feels like everyone figured out what to do with them and how just about when they stopped making them.
timschmidt•1h ago
Same for the Larabee / Knights architecture. Would sure be fun to play around with a 500 core Knights CPU with a couple TB of optane for LLM inference.

Intel's got an amazing record of axing projects as soon as they've done the hard work of building an ecosystem.

zozbot234•1h ago
> 500 core

The newest fully E-core based Xeon CPUs have reached that figure by now, at least in dual-socket configs.

timschmidt•1h ago
Yup. And high end GPU compute now has on-package HBM like Knight's had a decade ago, and those new Intel CPUs are finally shipping with AVX reliably again. We lost a decade for workloads that would benefit from both.
epistasis•1h ago
When most people are running databases on AWS RDS, or on ridiculous EBS drives with insanely low throughput and latency, it makes sense to me.

There are very few applications that benefit from such low latency, and if one has to go off the standard path of easy, but slow and expensive and automatically backup up, people will pick the ease.

Having the best technology performance is not enough to have product market fit. The execution required from the side of executives at Intel is far far beyond their capability. They developed a platform and wanted others to do the work of building all the applications. Without that starting killer app, there's not enough adoption to build an ecosystem.

p-e-w•1h ago
Optane was a victim of its own hype, such as “entirely new physics”, or “as fast as RAM, but persistent”. The reality felt like a failure afterwards even though it was still revolutionary, objectively speaking.
zozbot234•1h ago
Optane didn't sell because they focused on their weird persistent DIMM sticks, which are a nightmare for enterprise where for many ordinary purposes you want ephemeral data that disappears as soon as you cut power. Thet should have focused on making ordinary storage and solving the interconnect bandwidth and latency problems differently, such as with more up-to-date PCIe standards.
jauntywundrkind•1h ago
I don't think that would be my main complaint. Sticking optane in a dimm was just awkward as hell. You now have different bits of memory with very different characteristics, & you lose a ton of bandwidth.

If CXL was around at the time it would have been such a nice fit, allowing for much lower latency access.

It also seems like in spite of the bad fit, there were enough regular options drives, and they were indeed pretty incredible. Good endurance, reasonable price (and cheap as dirt if you consider that endurance/lifecycle cost!), some just fantastic performance figures. My conclusion is that alas there just aren't many people in the world who are serious about storage performance.

tayo42•29m ago
Can Linux differentiate that different dimms are different? Or does it see it all as one big memory space still?
ksec•1h ago
>Which is weird....

It isn't weird at all. I would be surprised if it ever succeed in the first place.

Cost was way too high. Intel not sharing the tech with others other than Micron. Micron wasn't committed to it either, and since unused capacity at the Fab was paid by Intel regardless they dont care. No long term solution or strategy to bring cost down. Neither Intel or Micron have a vision on this. No one wanted another Intel only tech lock in. And despite the high price, it barely made any profits per unit compared to NAND and DRAM which was at the time making historic high profits. Once the NAND and DRAM cycle went down again cost / performance on Optane wasn't as attractive. Samsung even made some form of SLC NAND that performs similar to Optane but cheaper, and even they end up stopped developing for it due to lack of interest.

jauntywundrkind•1h ago
Cost was fantastically cheap, if you take into account that Optane is going to live >>10x longer than a SSD.

For a lot of bulk storage, yes, you don't have frequently changing data. But for databases or caches, that are under heavy load, optane was not only far faster, but if looking at life-cycle costs, way way less.

wtallis•18m ago
Optane was in the market during a time when the mainstream trend in the SSD industry was all about sacrificing endurance to get higher capacity. It's been several years, and I'm not seeing a lot of regrets from folks who moved to TLC and QLC NAND, and those products are more popular than ever.

The niche that could actually make use of Optane's endurance was small and shrinking, and Intel had no roadmap to significantly improve Optane's $/GB which was unquestionably the technology's biggest weakness.

deepsquirrelnet•37m ago
I worked at Micron in the SSD division when Optane (originally called crosspoint “Xpoint”) was being made. In my mind, there was never a real serious push to productize it. But it’s not clear to me whether that was due to unattractive terms of the joint venture or lack of clear product fit.

There was certainly a time when it seemed they were shopping for engineers opinions of what to do with it, but I think they quickly determined it would be a much smaller market anyway from ssds and didn’t end up pushing on it too hard. I could be wrong though, it’s a big company and my corner was manufacturing and not product development.

chrneu•6m ago
I worked at Intel for a while and might be able to explain this.

There were/are often projects that come down from management that nobody thinks are worth pursuing. When i say nobody, it might not just be engineers but even say 1 or 2 people in management who just do a shit roll out. There are a lot of layers of Intel and if even one layer in the Intel Sandwich drag their feet it can kill an entire project. I saw it happen a few times in my time there. That one specific node that intel dropped the ball on kind of came back to 2-3 people in one specific department, as an example.

Optane was a minute before I got there, but having been excited about it at the time and somewhat following it, that's the vibe I get from Optane. It had a lot of potential but someone screwed it up and it killed the momentum.

cogman10•1h ago
IMO, the reason they didn't sell is the ideal usage for them is pairing them with some slow spinning disks. The issue Optane had is that SSD capacity grew dramatically while the price plummeted. The difference between Optane and SSDs was too small. Especially since the M.2 standard proliferated and SSDs took advantage of PCI-E performance.

I believe Optane retained a performance advantage (and I think even today it's still faster than the best SSDs) but SSDs remain good enough and fast enough while being a lot cheaper.

The ideal usage of optane was as a ZIL in ZFS.

zozbot234•57m ago
That may have been the ideal usage back in the day, but ideal usage now is just for setting up swap. Write-heavy workloads are king with Optane, and threshing to swap is the prototypical example of something that's so write-heavy it's a terrible fit for NAND. Optane might not have been "as fast as DRAM" but it was plenty close enough to be fit for purpose.
bushbaba•56m ago
Not just capacity but SSD speeds also improved to the point it was good enough for many high memory workloads.
exmadscientist•49m ago
> The ideal usage of optane was as a ZIL in ZFS.

It was also the best boot drive money could buy. Still is, I think, though other comments in the thread ask how it compares against today's best, which I'd also love to see.

gozzoo•24m ago
This concept was very popular back in the days when computers used to boot from HDD, but now it doesn't make much sense. I wouldn't notice If my laptop boots for 5 sec instead of 10.
amluto•58m ago
Intel did a spectacularly poor job with the ecosystem around the memory cells. They made two plays, and both were flops.

1. “Optane” in DIMM form factor. This targeted (I think) two markets. First, use as slower but cheaper and higher density volatile RAM. There was actual demand — various caching workloads, for example, wanted hundreds of GB or even multiple TB in one server, and Optane was a route to get there. But the machines and DIMMs never really became available. Then there was the idea of using Optane DIMMs as persistent storage. This was always tricky because the DDR interface wasn’t meant for this, and Intel also seems to have a lot of legacy tech in the way (their caching system and memory controller) and, for whatever reason, they seem to be barely capable of improving their own technology. They had multiple serious false starts in the space (a power-supply-early-warning scheme using NMI or MCE to idle the system, a horrible platform-specific register to poke to ask the memory controller to kindly flush itself, and the stillborn PCOMMIT instruction).

2. Very nice NVMe devices. I think this was more of a failure of marketing. If they had marketed a line of SSDs that, coupled with an appropriate filesystem, could give 99% fsync latency of 5 microseconds and they had marketed this, I bet people would have paid. But they did nothing of the sort — instead they just threw around the term “Optane” inconsistently.

These days one could build a PCM-backed CXL-connected memory mapped drive, and the performance might be awesome. Heck, I bet it wouldn’t be too hard to get a GPU to stream weights directly off such a device at NVLink-like speeds. Maybe Intel should try it.

orion138•48m ago
One of the many problems was trying to limit the use of Optane to Intel devices. They should have manufactured and sold Optane memory and let other players build on top of it at a low level.
amluto•25m ago
> Optane memory

Which “Optane memory”? The NVMe product always worked on non-Intel. The NVDIMM products that I played with only ever worked on a very small set of rather specialized Intel platforms. I bet AMD could have supported them about as easily as Intel, and Intel barely ever managed to support them.

wtallis•14m ago
The consumer "Optane memory" products were a combination of NVMe and Intel's proprietary caching software, the latter of which was locked to Intel's platforms. They also did two generations of hybrid Optane+QLC drives that only worked on certain Intel platforms, because they ran a PCIe x2+x2 pair of links over a slot normally used for a single X2 or x4 link.

Yes, the pure-Optane consumer "Optane memory" products were at a hardware level just small, fast NVMe drives that could be use anywhere, but they were never marketed that way.

ashvardanian•1h ago
I don't have the inside scoop on Intel's current mess, but they definitely have a habit of killing off their coolest projects.
walterbell•1h ago
Related: "High-bandwidth flash progress and future" (15 comments), https://news.ycombinator.com/item?id=46700384

In an era of RAM shortages and quarterly price increases, Optane remains viable for swap and CPU/GPU cache.

trollbridge•1h ago
Yeah, I've wondered if we might see a revival of this kind of technology.
newsclues•1h ago
in an era of shortages, if there was an optane factory today ready to print money...
walterbell•1h ago
Secondary market surplus pricing (~$1/GB) value accrues to the buyer..
zozbot234•1h ago
> (~$1/GB)

Isn't that actually crazy good, even insane value for the performance and DWPD you get with Optane, especially with DRAM being ~$15/GB or so? I don't think ~$1/GB NAND is anywhere that good on durability, even if the raw performance is quite possibly higher.

amelius•1h ago
For a good technical explanation at the physical level of a memory cell:

https://pcper.com/2017/06/how-3d-xpoint-phase-change-memory-...

FpUser•1h ago
I feel sorry about the situation. From my perspective Optane was a godsend for databases. I was contemplating building a system. Could've been a pinnacle of vertical scalability for cheap.
ece•1h ago
Fabs are expensive and all, but maybe running a right-sized fab could have still been profitable at making optane for low-latency work that it was so good at. Even moreso with RAM prices as they are.
dangoodmanUT•1h ago
Optane was crazy good tech, it way just too expensive at the time for mass adoption, but the benefits were so good.

Looking at those charts, besides the DWPD it feels like normal NVMe has mostly caught up. I occassionally wonder where a gen 7/8(?) optane would be today if it caught on, it'd probably be nuts.

zozbot234•1h ago
> besides the DWPD it feels like normal NVMe has mostly caught up.

So what you mean is that on the most important metric of them all for many workloads, Flash-based NVMe has not caught up at all. When you run a write heavy workload on storage with a limited DWPD (including heavy swapping from RAM) higher performance actually hurts your durability.

exmadscientist•46m ago
The actual strength of Optane was on mixed workloads. It's hard to write a flash cell (read-erase-write cycle, higher program voltage, settling time, et cetera). Optane didn't have any of that baggage.

This showed up as amazing numbers on a 50%-read, 50%-write mix. Which, guess what, a lot of real workloads have, but benchmarks don't often cover well. This is why it's a great OS boot drive: there's so much cruddy logging going on (writes) at the same time as reads to actually load the OS. So Optane was king there.

gozzoo•1h ago
Maybe we can also mention the HP Memristor here.
readitalready•1h ago
These are absolute beasts for database servers, and definitely needs to make a comeback.

They suck for large sequential file access, but incredible for small random access: databases.

gigatexal•1h ago
I’m still sad they discontinued them. What’s the alternative now does anything come close?
rkagerer•57m ago
My understanding is Optane is still unbeaten when it comes to latency. Has anyone examined its use as an OS volume, compared to today's leading SSD's? I know the throughput won't be as high, but in my experience that's not as important to how responsive your machine feels as latency.
rkagerer•52m ago
Before people claim it doesn't matter due to OS write buffering, I should point out a) today's bloated software and the many-layered, abstracted I/O stack it's built on tends to issue lots of unnecessary flushes, b) read latency is just as important as write (if not moreso) to how responsive your OS feels, particularly if the whole thing doesn't fit in (or preload to) memory.
speedgoose•50m ago
I configured a hetzner ax101 bare metal server with a 480GB 3d xpoint ssd some years ago. It’s used as the boot volume and it seems fast despite the server being heavily over provisioned, but I can’t really compare because I don’t have a baseline without.
hamdingers•35m ago
> Has anyone examined its use as an OS volume, compared to today's leading SSD's?

Late last year I switched from a 1.5tb Optane 905P to a 4tb WD Blue SN5000 NVMe drive in a gaming machine and saw improved load times, which makes sense given the read and write speeds are ~double. No observable difference otherwise.

I'm sure that's not the use case you were looking for. I could probably tease out the difference in latency with benchmarks but that's not how I use the computer.

The 905P is now in service as an SSD cache for a large media server and that came with a big performance boost but the baseline I'm comparing to is just spinning drives.

rkagerer•21m ago
Thanks, that's helpful real-world feedback (not that I wouldn't also be interested in some synthetic benchmark comparisons from someone else).
aaronmdjones•10m ago
I have a 16 GiB Optane NVMe M.2 drive in my router as a boot drive, running OpenWRT.

It's so incredibly fast and responsive that the LuCI interface completely loads the moment I hit enter on the login form.

pgwalsh•52m ago
Sure, they were expensive but they have great endurance and sustained read and write speeds. I use one in my car for camera recordings. I had gone through several other drives but this one has been going on 3 or 4 years now without issue. I have a couple more in use too. It's a shame this tech is going away because it's excellent.
exmadscientist•44m ago
Around the time of Optane's discontinuation, the rumor mill was saying that the real reason it got the axe was that it couldn't be shrunk any, so its costs would never go down. Does anyone know if that's true? I never heard anything solid, but it made a lot of sense given what we know about Optane's fab process.

And if no shrink was possible, is that because it was (a) possible but too hard; (b) known blocks to a die shrink; or (c) execs didn't want to pay to find out?

zozbot234•39m ago
That's at least physically half-plausible, but it would be a terrible reason if true. 3.5 in. format hard drives can't be shrunk any, and their costs are correspondingly high, but they still sell - newer versions of NVMe even provide support for them. Same for LTO tape cartridges. Perhaps they expected other persistent-memory technologies to ultimately do better, but we haven't really seen this.

Worth noting though that Optane is also power-hungry for writes compared to NAND. Even when it was current, people noticed this. It's a blocker for many otherwise-plausible use cases, especially re: modern large-scale AI where power is a key consideration.

wtallis•8m ago
> 3.5 in. format hard drives can't be shrunk any,

You're looking at the entirely wrong kind of shrinking. Hard drives are still (gradually) improving storage density: the physical size of a byte on a platter does go down over time.

Optane's memory cells had little or no room for shrinking, and Optane lacked 3D NAND's ability to add more layers with only a small cost increase.

rkagerer•30m ago
Did anyone ever see retention issues like this guy reported on one of his older models?

https://goughlui.com/2024/07/28/tech-flashback-intel-optane-...

zozbot234•25m ago
That's data retention issues on the very first read-through of the media after sitting in cold storage for many years, with subsequent performance returning to normal. It's definitely something to be aware of (and kudos to the blog poster for doing that experiment) but worn-out NAND will behave a lot worse than that.
twotwotwo•18m ago
One potential application I briefly had hope for was really good power loss protection in front of a conventional Flash SSD. You only need a little compared to the overall SSD capacity to be able to correctly report the write was persisted, and it's always running, so there's less of a 'will PLP work when we really need it?' question. (Maybe there's some use as a read cache too? Host RAM's probably better for that, though.) It's going to be rewritten lots of times, but it's supposed to be ready for that.

It seems like there's a very small window, commercially, for new persistent memories. Flash throughput scales really cost-efficiently, and a lot is already built around dealing with the tens-of-microseconds latencies (or worse--networked block storage!). Read latencies you can cache your way out of, and writers can either accept commit latency or play it a little fast and loose (count a replicated write as safe enough or...just not be safe). You have to improve on Flash by enough to make it worth the leap while remaining cheaper than other approaches to the same problem, and you have to be confident enough in pulling it off to invest a ton up front. Not easy!

zozbot234•15m ago
> It seems like there's a very small window, commercially, for new persistent memories. Flash throughput scales really cost-efficiently

Flash is no bueno for write-heavy workloads, and the random-access R/W performance is meh compared to Optane. MLC and SLC have better durability and performance, but still very mid.

hedora•6m ago
Any decent SSD has capacitor (enterprise) or battery backed (phones) DRAM. Therefore, a sync write is just “copy the data to an I/O buffer over PCIe”.

For databases, where you do lots of small scattered writes, and lots of small overwrites to the tail of the log, modern SSDs coalesce writes in that buffer, greatly reducing write wear, and allowing the effective write bandwidth to exceed the media write bandwidth.

These schemes are much less expensive than optane.

What makes Intel Optane stand out (2023)

https://blog.zuthof.nl/2023/06/02/what-makes-intel-optane-stand-out/
74•walterbell•2h ago•58 comments

A Visual Introduction to Machine Learning (2015)

https://r2d3.us/visual-intro-to-machine-learning-part-1/
232•vismit2000•6h ago•18 comments

Glassworm Is Back: A New Wave of Invisible Unicode Attacks Hits Repositories

https://www.aikido.dev/blog/glassworm-returns-unicode-attack-github-npm-vscode
78•robinhouston•4h ago•30 comments

Show HN: GDSL – 800 line kernel: Lisp subset in 500, C subset in 1300

https://firthemouse.github.io/
18•FirTheMouse•1h ago•3 comments

Show HN: Signet – Autonomous wildfire tracking from satellite and weather data

https://signet.watch
77•mapldx•5h ago•19 comments

Separating the Wayland Compositor and Window Manager

https://isaacfreund.com/blog/river-window-management/
16•dpassens•2h ago•1 comments

Show HN: What if your synthesizer was powered by APL (or a dumb K clone)?

https://octetta.github.io/k-synth/
45•octetta•4h ago•16 comments

Rack-mount hydroponics

https://sa.lj.am/rack-mount-hydroponics/
288•cdrnsf•13h ago•71 comments

Kniterate Notes

https://soup.agnescameron.info//2026/03/07/kniterate-notes.html
32•surprisetalk•5d ago•8 comments

UMD Scientists Create 'Smart Underwear' to Measure Human Flatulence

https://cbmg.umd.edu/news-events/news/brantley-hall-umd-scientists-create-smart-underwear-measure...
48•ohjeez•1h ago•24 comments

Hollywood Enters Oscars Weekend in Existential Crisis

https://www.theculturenewspaper.com/hollywood-enters-oscars-weekend-in-existential-crisis/
36•RickJWagner•4h ago•88 comments

Zipp 2001 Restoration

https://robot-daycare.com/posts/zipp-2001-restoration-part-1/
8•o4c•4d ago•0 comments

IBM, sonic delay lines, and the history of the 80×24 display (2019)

https://www.righto.com/2019/11/ibm-sonic-delay-lines-and-history-of.html
50•rbanffy•6h ago•11 comments

$96 3D-printed rocket that recalculates its mid-air trajectory using a $5 sensor

https://github.com/novatic14/MANPADS-System-Launcher-and-Rocket
283•ZacnyLos•7h ago•242 comments

Generating All 32-Bit Primes (Part I)

https://hnlyman.github.io/pages/prime32_I.html
53•hnlyman•5h ago•15 comments

The 100 hour gap between a vibecoded prototype and a working product

https://kanfa.macbudkowski.com/vibecoding-cryptosaurus
147•kiwieater•5h ago•184 comments

The Webpage Has Instructions. The Agent Has Your Credentials

https://openguard.sh/blog/prompt-injections/
12•everlier•2h ago•1 comments

How kernel anti-cheats work

https://s4dbrd.github.io/posts/how-kernel-anti-cheats-work/
296•davikr•17h ago•254 comments

A most elegant TCP hole punching algorithm

https://robertsdotpm.github.io/cryptography/tcp_hole_punching.html
174•Uptrenda•14h ago•69 comments

Examples for the tcpdump and dig man pages

https://jvns.ca/blog/2026/03/10/examples-for-the-tcpdump-and-dig-man-pages/
67•ibobev•4d ago•7 comments

Why Mathematica does not simplify sinh(arccosh(x))

https://www.johndcook.com/blog/2026/03/10/sinh-arccosh/
121•ibobev•4d ago•48 comments

Treasure hunter freed from jail after refusing to turn over shipwreck gold

https://www.bbc.com/news/articles/cg4g7kn99q3o
151•tartoran•14h ago•202 comments

Allow me to get to know you, mistakes and all

https://sebi.io/posts/2026-03-14-allow-me-to-get-to-know-you-mistakes-and-all/
259•sebi_io•19h ago•118 comments

Human Organ Atlas

https://www.science.org/doi/10.1126/sciadv.adz2240
58•bookofjoe•3d ago•3 comments

Pentagon expands oversight of Stars and Stripes, limits content

https://www.stripes.com/theaters/us/2026-03-13/pentagon-modernization-plan-stars-and-stripes-2105...
139•geox•5h ago•59 comments

Codegen is not productivity

https://www.antifound.com/posts/codegen-is-not-productivity/
62•donutshop•3h ago•51 comments

Learning athletic humanoid tennis skills from imperfect human motion data

https://zzk273.github.io/LATENT/
8•danielmorozoff•2h ago•0 comments

Show HN: Han – A Korean programming language written in Rust

https://github.com/xodn348/han
199•xodn348•20h ago•107 comments

Centuries of selective breeding turned wild cabbage into different vegetables

https://www.worksinprogress.news/p/many-of-the-tastiest-vegetables-are
110•bensouthwood•4d ago•45 comments

SBCL Fibers – Lightweight Cooperative Threads

https://atgreen.github.io/repl-yell/posts/sbcl-fibers/
135•anonzzzies•18h ago•26 comments