"leaking" is the wrong word here - it implies some sort of inefficiency, process which is not working as well as it needs to. Leaky bucket, leaky faucet...
That's not the case here, that center is __dumping__ heat into environment - it is by design, all that electricity is being converted into the heat. By design, it's enormous electric heater.
Technically it is inefficiency. The electricity should be doing computer things. Heat is wasted electricity. Just there's not much the data centre could do about it.
Even if the computer does perfectly-efficient computer things with every Joule, every single one of those Joules ends up as one Joule of waste heat.
If you pull 100W of power out of an electric socket, you are heating your environment at 100W of power completely independent of what you use that electricity for.
I read it as the inefficient part isn't the compute efficiency, the inefficient part is dumping all the resulting heat into the environment without capturing it and using it in some way to generate electricity or do work.
On a related/side note, when there's talk about seti and dyson spheres, and detecting them via infrared waste heat, I also don't understand that. Such an alien civilization is seemingly capable of building massive space structures/projects, but then lets the waste heat just pour out into the universe in such insane quantities that we could see it tens/hundreds of light years away? What a waste. Why wouldn't they recover that heat and make use of it instead? And repeat the recovering until the final waste output is too small to bother recovering, at which point we would no longer be able to detect it.
All energy inevitably changes into heat eventually, and in the steady state, power in = power out.
There is no way to get rid of heat. It has to go somewhere; otherwise, the temperature of the system will increase without bound.
Interesting question - how much will end up as sound, or in the ever smaller tail of things like storing a bit in flash memory?
Heat is the graveyard of energy. Everything that uses energy, or is energy, is actually just energy on it's way to the graveyard.
The energy of the universe is a pool of water a top a cliff. Water running off this cliff is used to do stuff (work), and the pool at the bottom is heat.
The "heat death of the universe" is referring to this water fall running dry, and all the energy being in this useless pool of "heat".
Almost none. A long time ago a friend and I did the math for sound, photons (status LEDs), etc and it was a rounding error of 1% or something silly like that.
And that’s ignoring that sound and photon emissions typically hit a wall or other physical surface and get converted back to heat.
It all ends up as heat in the end, just depends on where that heat is dumped and if you need to cool it or not. Most watts end up being even more than the theoretical heat per watt due to said cooling needs.
There is literally no way around the fact that every watt you burn for compute ends up as a watt of waste heat. The only factor you can control is how many units of compute you can achieve with that same watt.
Well, at least until somebody devises a system that transports or projects it so that the heat ends up somewhere not-Earth. It'd still be heating the universe in general, of course, even in the form of sprays of neutrinos.
That reminds me of a sci-fi book, Sundiver by David Brin, where a ship is exploring the sun by firing a "refrigerator laser" to somehow pump-away excess heat and balance on the thrust.
All sound will end up as heat.
There’s a minimum level of energy consumption (and thus heat) that has to be produced by computation, just because of physics. However, modern computers generate billions of times more heat than this minimum level.
It'd be super fun to take that as an axiom of physics then to see how far upwards one could build from that. Above my skills by far.
it's called the first law of thermodynamics
The minimum amount of energy needed to compute decreased asymptotically to 0 as the temperature of space goes to 0. This is the reason a common sci-fi trope where advanced civilizations hibernate for extremely long times so that they can do more computation with available energy.
That’s a common trope? Can’t say I’ve run into it. But I’d like to! What are some good examples?
In the book Calculating God, a character notes that this is a common civilization-wide choice. Living in virtual reality, rather than trying to expand into the vast expanses of space, is a common trope as much as it's a logical choice. It neatly explains the Fermi Paradox. In some fiction, like The Matrix, the choice might be forced due to cultural shifts, but the outcome is the same. A relatively sterile low-energy state civilization doing pure processing.
Kurzgesagt just made a video on it a couple months back: https://www.youtube.com/watch?v=VMm-U2pHrXE
Here you go: https://pastebin.com/raw/SUd5sLRC
And it only cost 0.006 rain forests!
I think what they mean is that there is not a Carnot engine hooked up between the heat source and sink. Which theoretically something the data center could do about it.
Heat is not by itself waste. It's what electricity turns into after it's done doing computer things. Efficiency is a separate question - how many computer things you got done per unit electricity turned into heat.
How many computer things you got done per unit electricity, and how many mechanical things you do with the temperature gradient between the computer and its heat sync.
For example, kinda wasteful to cook eggs with new electrons when you could use the computer heat to help you denature those proteins. Or just put the heat in human living spaces.
(Putting aside how practical that actually is... Which it isn't)
I would definitely call that an inefficiency. Heat is wasted energy that in theory could be turned into useful work. The electricity used that created that heat (that is, not including the electricity that "went to" the computations themselves) ended up serving no useful purpose.
It would be wonderful if we could capture that waste heat and give it a useful purpose, like heating homes, or perhaps even generating new electricity.
(And this is before getting into the fact that I believe mining cryptocurrency is a wasteful use of electricity in the first place.)
> The electricity used that created that heat (that is, not including the electricity that "went to" the computations themselves) ended up serving no useful purpose.
Computational results do not contain stored potential energy. There is no such thing as energy being "used up" doing computation such that it doesn't end as waste heat.
> wasted energy that in theory could be turned into useful work
Even if turned into useful work, the end result of that work is still ultimately heat.
Right, but if it's noticeably hotter than the environment, then that temperature difference could be used to drive a heat engine and get some more useful work. So the knee-jerk response "omg, we see the heat from space? it's gotta be wasteful!" is kind of correct, in theory.
Some people are saying "waste heat" in the technical sense of "the heat my industrial process created and I need to get rid of" and others are saying "waste heat" as "heat humans are emitting into space without slapping at least one Carnot engine on it yet".
All computations eventually becomes heat. There is no computers that doesn't generate heat.
We can generate less heat per computation but it eventually cannot be avoided.
I wonder if there's enough heat being produced for it to act as a district heating plant.
There absolutely is, but of course it's nonzero cost to capture.
Also, the temperature is not high enough (compared to the steam coming out of a gas/oil/nuclear plant) to obtain much work from the waste heat.
That is 100% the issue. This is really low quality heat. Making it better would require even more energy input (e.g. a heat pump) because we can’t safely run electronics hot enough to generate high quality process heat.
Rockdale is a small town of ~5000 residents. Even if it were practical to install district heating - which I don't think it is - there certainly isn't demand for hundreds of megawatts of it.
Seriously, the only way I would accept Bitcoin mining is as a winter heating source that pays for itself. Why can't people sell those?
Unfortunately, Bitcoin mining is pretty hot as far as regular computer use goes, but not very hot at all compared to burning some fuel.
Those exist but they're too expensive to pay back their cost. And heat pumps are 3x the efficiency of resistive heating.
Not sure what your point is. With POW inefficiency is by design.
You got the point. It's "by design" - you've both said it.
a home can leak heat to the environment because of bad insulation. a datacenter doesn't leak heat because leaking is normatively bad.
I always wondered if anybody has calculated how much of our global heating could be attributed, if any at all, to every electronic device, server, and engine outputting heat as a byproduct.
I have the feeling that particular energy output does not so much, really. For example this plant in the image is about 700x400m and when multiplied with the suns peak output you already get a potential energy of 280MW. And this site almost triples that. The sun shines practically everywhere, though.
Humans produce about 20TW globally at this time (ChatGPT), while the sun adds about 174000TW of energy to the earth.
I guess you could argue that our waste heat does something, but I think the greenhouse gases that trap this enormous energy more effectively have a far bigger effect.
I did a quick alalysis and it actually matched the ~1.5 degree celcius rise pretty accurately. It required a bunch of incorrect simplifying assumptions, but it was still interesting how close it comes.
Estimated energy production from all combustion and nuclear from the industrial revolution onwards, assumed that heat was dumped into the atmosphere evenly at once, calculate temperature rise based on atmosphere makeup. Ignores the impact of some of that heat getting sinked into the ground and ocean, and the increased thermal radiation out to space over that period. In general, heat flows from the ground and ocean into the atmosphere instead of the other way around, and the rise in thermal radiation isn't that large.
On the other hand, this isn't something that the smart professionals ever talk about when discussing climate change, so I'm sure that the napkin math working out so close to explaining the whole effect has to be missing something.
Your math is completely wrong.
We use ~20 TW, while solar radiation is ~500 PW and just the heating from global warming alone is 460TW (that is, how much heat is being accumulated as increased Earth temperature).
Well the math is correct, the methodology has obvious flaws some of which I pointed out. If you took all the energy that has been released by humanity burning things since the industrial revolution and dumped it into a closed system consisting of just the atmosphere, it would rise by about 1.5 C.
So I don't have any context for this. The article says it uses as much power as 300,000 homes. Is that a little? Is that a lot? How much does one steel foundry use?
Edit: One steel foundry uses about 3,000 more than that, according to my napkin math
I think a large steel foundry uses approximately 1/10 of the power of this facility.
Arc furnace foundry : 500 kw/tonne
Production : 150 t/hr
500*150 = 75 MW/h
I'm not 100% but I think you may have confused watts and watt hours somewhere in there. Wouldn't it be X kWh/ton?
Yeah, I think you're right. Maff still maffs though. Units work out to MWh/h.. which makes sense to me
You can multiply your own power bill by 300,000 if money is a more relatable unit.
These discussions often turn into a ‘is this per hour? Per year?’ Discussion, which I find irritating. And now I’m that guy.
Is this a daily usage thing? I test based on my home usage and the numbers seem way out. I use about 25kWh per day.
Isnt 3000x more per day, the same as 3000x more per year? Or 3000x more per unit price?
I have a smaller house, we use about 13kwH per day. 4kw highest spike during the day.
I was trying to work backwards to see what they were using as their ‘per house’ measure.
Your usage is very low. Do you use electricity for water heating and cooking? If so, that’s impressive.
We do, and charge a car.
A third of my bill is the "base services" charge.
3,000x would be 2.1 terawatts. That would require about 100 Three Gorges Dam, currently the largest generating station in the world, to power one foundry. Or about 2,100 nuclear power plants of typical size. I think your napkin math might be a bit off.
This was previously the location of an Alcoa aluminum smelter which used something around 1000+ MW. And that's why the crypto farm is there -- it already had sufficient electrical capacity to the site.
Folks should be happy since the crypto operation is using far less power and dumping less heat into the environment that the industrial operation that was previously there, but datacenters seem to be a trendy thing complain about at the moment so here we are.
Where is the upside here? An alu plant probably provided more jobs and produced something of actual utility. This is burning power for no benefit to society.
It's burning less power than before, but it's not producing anything of value.
The world cannot reasonbly run without alu, it got along better without crypto currencies.
Oh, I agree. I lived nearby (working for ERCOT; the Texas Power Grid operator) when Alcoa was still there and was planning the shutdown. It seems about half the people in Rockdale worked for either Alcoa, the nearby coal power plant, or the nearby coal mine that fed the power plant.
I remember the local press going on about the crypto mining operation and how folks were going get high-tech jobs in this rural area of Texas. Of course it didn't go that way.
Aluminum smelting is an incredibly energy intensive operation. A lot of places in the US that used to host aluminum smelters now host large datacenters, include the Google data center in The Dalles, Oregon on the Columbia river near a hydro dam. It's a shame that Rockdale didn't get something useful like these other places.
As far as Al smelting in the US; I don't know. I'd imagine it produces a lot of air pollution by itself and uses huge amounts of power that is usually generated by cheap methods like burning rocks (coal) or large hydro operations nearby to minimize transmission costs. Then you gotta get ore to the site. The only Al smelter I recall being left in the US is up near Puget Sound in Bellingham, WA and I think it's currently shutdown.
I've heard of aluminium referred to as "Frozen Electricity". (yes, I know, but that's the .au spelling)
Relatively speaking, bauxite is practically worthless. But mix it in with a few gigawatt hours and you get out a fairly valuable commodity.
> I remember the local press going on about the crypto mining operation and how folks were going get high-tech jobs in this rural area of Texas. Of course it didn't go that way.
That's a disappointingly common crypto industry lie. Cryptocurrency mining involves very little labor beyond initial construction; it's certainly not a major source of permanent employment.
A cryptominer is a "datacenter" in the same way that a chop shop is an automotive parts supplier.
Well, yeah. Both crypto and AI require places with cheap power to rack and stack compute and GPUs.
It remains to be seen if AI will end up being about as useful as crypto in the long run.
Yes, and I'm assuming the power plant that was providing electricity to the aluminum plant also wants to recover their investment.
It would be cool if all this residual heat could be concentrated to smelt aluminum!
I do get utility out of aluminium.
A mercury refining plant or uranium enrichment facility would also be worse neighbors, but that has nothing to do with the benefits and costs of the crypto farm.
How many people did the smelter employ vs how many people do the bitcoin miners employ?
The smelter was providing jobs that fed money into the local economy. I'm sure much less money is coming out of the mining operation.
Not to mention the aluminum plant was making something actually useful to society at large. What is there now is a giant space heater used to scam people.
Home energy usage is knocked down people that don't that don't do anything at home and where almost their energy use is externalized (at places that make the goods they use, or other places where they spend most of their their waking hours).
So it's a useful figure if you want to make a shocking headline. "Uses as much power as infinity of something that uses no power!"
Have you considered that it's used as a unit to represent capacity of our power grid?
As in, we have now have the energy capacity for 300,000 fewer homes given this operating data center.
So not only is it a relatable unit, but it's an incredibly meaningful unit for those who care about ensuring that energy availability actually support something of value (families) rather than something wasteful (crypto mining).
This life is needlessly absurd.
Why does this even exist?
And yes, I get what mining is and I get what the blockchain does. I’m saying that proof of work is absurd.
We stare at screens full of text and pictures every day. We had screens full of text and pictures 20 years ago. Yet somehow we have justified re-creating every single component multiple times over, spending hundreds of trillions of dollars, to get the same thing we had 20 years ago.
We've been able to talk to machines, have them understand that speech, and do work based on it, for decades. But we're all still typing into keyboards.
We've had devices which can track our eyes to move a mouse pointer for 37 years, but we all still use our hands/thumbs to move a mouse.
We had mobile devices which had dedicated keys for input which allowed us to input without looking, and we replaced those with mobile devices with no dedicated keys (so we have to look to provide input) and bodies made of glass so they would shatter when dropped and required additional plastic coverings to protect them. Even automobiles, where safety is a high priority, also adopted input devices which require looking away from the road.
Our world includes a government which is indented to be led via decisions from all the people, and could easily be overthrown by all the people, but only a select few people actually get to make decisions, and they don't have to listen to the people, and basically do whatever they want (wrt the other few people who get to make decisions).
Yes, life is needlessly absurd. It's best not to think about it unless you wanna end up in a padded room.
Those datacenters are the moai of our time; if you step back, it's interesting to watch.
The authoritarian state of KYC/AML might be even more absurd to some.
Welcome to our cashless society. It’s naive to think no one would fight back.
It may have devolved to useless speculation and gambling for now, but the genie cannot be put back into the bottle very easily at this point.
well put
Wow. Is there still enough money to be made in crypto to justify this kind of investment?
You are kidding right? I'm sorry for assuming. But you have to be kidding. Bitcoin has been around 100k USD all this year. And about 450 Bitcoin are mined everyday, and this doesn't even include the Bitcoin miners get from transaction fees. So, there's about 45 million USD worth of Bitcoin being mined per day. I can go into profit calculations, but at the end of the day it comes down to how much you are paying for electricity.
funny how somehow similar this image looks to that of a pc motherboard.
Ok. Now point at one of the AI datacenters for making titty pics and get back to us. Absolute corporate shilling / distraction.
Some days I just can’t get over how we’re just the dumbest ##^*ing species to ever visit space.
Oh let’s look at what the humans are up to with their climate change problem. Oh wow they’ve got giant data centers at work on the problem. I guess maybe it’s worth the extra heat. Let’s see what they’re calculati— nope they’re just collecting and trading numbers.
> Some days I just can’t get over how we’re just the dumbest ##^*ing species to ever visit space
I also think we are pretty dumb. But what reference point makes you think we are either smarter or dumber than other spacefaring species
There is none. I just need to believe intelligent life trends much higher than this.
> *But what reference point makes you think we are either smarter or dumber than other spacefaring species"
Us being the dumbest spacefaring species does not necessarily imply the existence of spacefaring species other than us.
You’re overall point and sentiment isn’t wrong. As a species, we do tend to focus on things that aren’t for the collective good. If some collective good actually happens, then it’s almost guaranteed another group will come along to undo it.
We’re not a species that will likely ever reach singularity (unified, fully cooperative humanity). We operate in packs and if we don’t have a pack we’re loyal to then it’s every man for themselves.
The government(s) could tax bitcoin mining servers with 1000% tax.
That would just make miners move somewhere with more favorable regulation and taxation, and nothing would change. Funny how taxes work
I learned about turning energy into useful work and having heat as a byproduct, but never thought about turning it into useless work