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Raspberry Pi Supercomputer Cluster 

Gary Explains
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Supercomputers are expensive, use lots of electricity and need heavy duty cooling. However using Raspberry Pi boards you can build a supercomputer cluster and program it just like the real deal, but without needing a direct connection to a power station!
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29 июн 2024

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Комментарии : 616   
@GaryExplains
@GaryExplains 5 лет назад
For those asking about the rack, I don't remember exactly where I bought it. But here are a few from Amazon that you might like: geni.us/3AAUtfx and geni.us/DbWsT and for the UK this one: geni.us/rGjT6
@DDBAA24
@DDBAA24 5 лет назад
Does this method your demonstrating using the MPI library allow these RPi's to combine system resources ? I know you said that it sees 4 Pi's = 16 Cores , does it also pool the RAM ? Assuming the answer to both those questions are yes , can you still enable ZRAM within the cluster ? When compiling programs on the Pi it tends to hit swap after a point , ZRAM allows the Pi to swap to the RAM instead of the MicroSD (im sure you familiar). I would want to use a setup like this for compiling , does this cluster configuration help me in that regard ? Thanks Gary .
@kevindeng1889
@kevindeng1889 5 лет назад
I suggest another rack with fan kit: www.amazon.com/dp/B07MW24S61 and for the UK: www.amazon.co.uk/dp/B07J9VMNBL
@jamesanderson478
@jamesanderson478 5 лет назад
Hello Gary, I would like to thank you for making this video and maintaining such an informative channel. you are very easy to listen to and your explanations are to the point. Keep up the good work. Today was the first day i saw your channel link and decided to give it a go. the raspberry pi is a great pltform. However the raspberry PI Zero is a very compact development board as well. The Pi Zero does not have the compute power of the big pi. however the integration of the wifi on the board makes it one of my favorites. I built a super computer using the PI Zero as the main board. I loaded each PI with aversion of Windows 2008 data Center Server. I used RUFUS to flash 64 GB microSD cards with the OS. Once i had the OS working I cloned it using tis program... clonezilla.org/clonezilla-SE/ I have a multi-slot microSD card reader. It holds 24 microSD cards and connects via usb 3.1. I installed teh Windows 2008 Data Center Server on the microSD cards in about 15 minutes. Windows Server 2008 Data Center can cluster up to 32 machines processors at once. The Windows platform is very stable yet it is a little large. About 3 GB on each microSD. I used the data center server services to aggregate all the Raspberry PI processors and resources. i used the Wifi on each chip to bridge them all together. I only spaced them about 1/2 inch apart. The network and teh data processing is so fast that it returns almost instantly. I mainly use the cluster just to browse the web and play games. It is absolutely over kill on any kind of gaming or graphics program. I set the paging file on all the drives to 512 initial max 4096. I also connected an external 3.0 6 TB hard disk to the USB mini on one of the PI. Number 32 in the cluster. Then all teh data i download goes thru the other 31 and passes down stream directly to the external like a funnel. I can download a 4K movie in about 55 seconds with my AT&T fiber. I thought you might be interested in looking at this flavor of PI super computer. Of course i have Python, PHP 7.2 and AMPPS installed on the cluster. Automatic load balancing and wifi VLAN tagging. The windows 2008 server data center can open up a whole venue of new and powerful applications you may be interested in
@eg3730
@eg3730 5 лет назад
@@kevindeng1889 hi
@kevindeng1889
@kevindeng1889 5 лет назад
@@eg3730 hi
@fincrazydragon
@fincrazydragon 3 года назад
A long time ago, a man named Bill Gates had a vision: "A computer on every desktop" Now, thanks to Raspberry Pi, a new vision has emerged: "A supercomputer on every desktop"
@SS-ARYAN
@SS-ARYAN 3 года назад
But if every desktop computer is a supercomputer…
@belaolson8172
@belaolson8172 3 года назад
@@SS-ARYAN then we can only dream bigger, my guy 😎
@gustavojhonson7876
@gustavojhonson7876 2 года назад
considering the physical limitations of transistors, the only way to turn a single device into a supercomputer is through the cloud.
@joakimjocka8022
@joakimjocka8022 5 лет назад
This is by far the best example i have seen on this topic, excellent vid
@jagardina
@jagardina 5 лет назад
I do enjoy your videos, even though I already know pretty much everything you discuss usually. And I have recommended it to people who do need to learn about a topic. Great format, production quality and content. Thanks for making this.
@emanyatta
@emanyatta 3 года назад
Wow! 12 minutes super computing lecture gives you more than a 4 year bachelor degree
@PersonALANty
@PersonALANty 3 года назад
Guessing you have that 4 year bachelor's degree and you're referring to it aren't you?
@gerboog
@gerboog 3 года назад
No. Just no.
@jarrettg7937
@jarrettg7937 3 года назад
I know you're trying to compliment the video (maybe inflate the audience's ego?) but I think your university ripped you off...
@infinity5288
@infinity5288 3 года назад
the university teaches you in more detail and less effort. this video is less in detail (in a nutshell)
@PersonALANty
@PersonALANty 3 года назад
@@infinity5288 Less in detail with more effort put into explaining the detail. I would say that teaches more, because the less effort put in, the less that you get your point understood, therefore you teach LESS because it is not taught, just stated.
@bobcat_the_Lion
@bobcat_the_Lion 4 года назад
Thank you Gary. There are a lot of videos on how to build a cluster with multiple rapberrys, but this is the first time I actually see it running as a cluster. All other videos stopped after the build, or ran them as individual computers.
@Standbackforscience
@Standbackforscience 5 лет назад
Man I love this channel, always something interesting to learn
@emd1999
@emd1999 5 лет назад
The example you used with primes is one of concurrency rather than parallelism it seems. This is a very good primer on the basics of high performance computing though. Good video.
@ridingnerdy6406
@ridingnerdy6406 5 лет назад
What people forget about the old microwulf clusters is they use 2 gigabit connections to per board to share data. The Pi3 has 1 ethernet connection capped at 300mbps, which made clusters actually slower than a single Pi. Now that the Pi4 is here with true gigabit and USB 3 support to add a second one, a Pi cluster might actually be a viable project.
@hammercanttouchthis
@hammercanttouchthis 5 лет назад
So this video is misleading? 🤔
@bigmacbeta
@bigmacbeta 5 лет назад
@@hammercanttouchthis it was a nice simple example.
@johndunlap9139
@johndunlap9139 4 года назад
It depends on the problem you're trying to solve. If the problem you're trying to solve requires minimal network bandwidth(small inputs and outputs) but requires a large amount of CPU processing time... Then the older pi's will work just fine.
@gregjalepeno6769
@gregjalepeno6769 4 года назад
@@hammercanttouchthis It was obviously a demo of a theory of clustering put to practise, not a video about optimisating data bandwidth and latency.
@leledumbo
@leledumbo 5 лет назад
Reminds me of concurrent & parallel computing class back in college, specifically the grid computing chapter. The classic example we used back then was matrix multiplication, while for the project we choose to parallelize inefficient sequential sorting algorithm with final goal to beat quicksort up to certain data size (because eventually quicksort still wins, it's just a much more efficient algorithm after all).
@joseph6750
@joseph6750 5 лет назад
What I find interesting is that that program you ran is the equivalent of what was run on the EDSAC computer in the 1950s when it was doing nothing else and you are generating more prime numbers in 30 seconds than it could in just under 10 years.
@1MarkKeller
@1MarkKeller 5 лет назад
WOW!
@AbhinavSubramanian
@AbhinavSubramanian 4 года назад
Yeah, even the chips you find in those musical birthday cards have more computing power than all the Allied Forces put together did in WW2. It's crazy.
@dashboy007
@dashboy007 4 года назад
@@AbhinavSubramanian but we went to the moon on that power?
@bnbnism
@bnbnism 4 года назад
@@dashboy007 even your current computer/laptop/phone no matter the model is still many times more powerful than the greatest computers of the ones used for the first few moon landings
@dashboy007
@dashboy007 4 года назад
@@bnbnism I was trying to be sarcastic. There is no way my phone today could power anything else but itself, let alone a rocket ship.
@achill3sAp0
@achill3sAp0 5 лет назад
Thank you Gary!! I learn more watching one video than spending hours on so called Tech Channels.
@jamesanderson478
@jamesanderson478 5 лет назад
I agree... He is very good at the explanation and easy to listen to.
@falcondarkshadow8711
@falcondarkshadow8711 4 года назад
Watch tech quickie on yt
@philh98
@philh98 3 года назад
@@falcondarkshadow8711 agreed linus and the gang really do good job there
@falcondarkshadow8711
@falcondarkshadow8711 3 года назад
@@philh98 definitely
@HShango
@HShango 5 лет назад
Very informative, i've always considered making a mini supercomputer (raspberry pi 3 +b)
@prashanthb6521
@prashanthb6521 4 года назад
Wonderful way to explain Gary, thanks a ton.
@ykhatat
@ykhatat 5 лет назад
Thanks I learned something new today!
@DavideOrlando1969
@DavideOrlando1969 5 лет назад
Yeah, i did it months ago with 4 raspberry pi 3 and MPI4py and it work very well! I also used psh (parallel secure shell), very useful tool.
@PEGuyMadison
@PEGuyMadison 5 лет назад
I looked a few of these Raspberry Pi clusters and for less than $800 I bought a used quad processor 32 core Xeon Dell R820 with 96 GB of memory..... and it just works. Sure when it's running it consumes more power but it's a unified memory across the 4 processors which makes HPC easier.
@mohamedshuaau632
@mohamedshuaau632 5 лет назад
4:14 On serious note. Love the channel. Love the video. Very informative. Thank you!
@strenuousbobbykushner
@strenuousbobbykushner 4 года назад
Gary, this video was informative :) Thank you
@Masterr59
@Masterr59 3 года назад
This was such an interesting video. One of the best I've seen in a long while!!
@GaryExplains
@GaryExplains 3 года назад
Wow, thank you!
@maycodes
@maycodes 4 года назад
Thanx a lot Gary. merry christmas.
@mxcollin95
@mxcollin95 4 года назад
Really interesting! I’ve always wondered how that worked.
@1MarkKeller
@1MarkKeller 5 лет назад
*GARY!* *Good Evening Professor!* *Good Evening Fellow Classmates!*
@GaryExplains
@GaryExplains 5 лет назад
MARK!!
@mixcocam
@mixcocam 4 года назад
Super cool video - would be great to see more examples!
@AungusMacgyver
@AungusMacgyver 5 лет назад
Great explanation!
@GonzaloOviedoLambert
@GonzaloOviedoLambert 4 года назад
amazing explanations. Great work, thanks
@antonfernando8409
@antonfernando8409 3 года назад
awesome, never knew anything about super computing, and now i know, thanks.
@slowerpicker
@slowerpicker 5 лет назад
Nicely done. Thanks!
@s.j.3247
@s.j.3247 5 лет назад
Thanks for the nice explaination 😁
@ianwalker6546
@ianwalker6546 5 лет назад
Nice video, really well explained!
@AbhinavPandit1
@AbhinavPandit1 3 года назад
Tht why i like to watch ur show... So many things to learn
@mav29
@mav29 3 года назад
perfect explanation 2:30 - 3:00 planning to have one built soon aside from having rpi4 , i was also thinking about orange pi to have as another alternative then mix them if possible just need more research on this thx sir Gary
@antonnym214
@antonnym214 5 лет назад
excellent explanation. Thank you! Back in the early days of the IBM PC, I wrote a game with virtual robots that did combat in a virtual arena, and each "Warbot" ran its own program, which was an interpreted language I wrote just for that game. The language was called R-Code. In this case, The R-code interpreter was running 5 programs at once, and each program had it's own simultaneous i/o. That was pretty cool in the old DOS days before windows and multitasking.
@hammercanttouchthis
@hammercanttouchthis 5 лет назад
What version of DOS did it run on? And did you mean it ran on the IBM PC or XT? :)
@antonnym214
@antonnym214 5 лет назад
@@hammercanttouchthis By that time, 1991? I was running it mostly at work on IBM XTs running MSDOS 3.3 or later, as i recall because we had 3.5 inch floppies. The entire programming environment and game fit on a single diskette. It was only 10,000 lines of QuickBASIC code. I never released it to the public, but I had one other friend who was interested in programming who liked writing R-code for the warbots.
@nyanates
@nyanates 2 года назад
Reminds me of Robot Wars. My friend and I had a blast programming our robots to pummel each other in the ring.
@surjagain
@surjagain 4 года назад
Really loved this video :)
@athul7227
@athul7227 5 лет назад
Thanks for your knowledge
@pmccraken
@pmccraken 3 года назад
Nice. Very clearly explained and demo'd
@TheB1nary
@TheB1nary 5 лет назад
Fantastic video! Subscribed :)
@garyharris8082
@garyharris8082 5 лет назад
thank you...subbed really intersting video.
@pppluronwrj
@pppluronwrj 5 лет назад
something new! thanks prof Gary
@familyaccount4753
@familyaccount4753 4 года назад
wow great video dude!
@nilloviz
@nilloviz 5 лет назад
You should make a video about quantum computers. A lot of youtubers have failed to present that topic in a neat way...
@joehaines748
@joehaines748 4 года назад
Great job. Thanks for the video.
@JUSTaCringeChannel
@JUSTaCringeChannel 5 лет назад
Fantastic channel love it
@wandiletembe
@wandiletembe 5 лет назад
😎 Real Tech Channel. 👍🏾🙏🏾🇿🇦
@leenshelly
@leenshelly 4 года назад
enjoyed this video well presented
@IBITZEE
@IBITZEE 4 года назад
As always... great info... great hob!!! you're the man,,, ;-)
@HerrHafiz
@HerrHafiz 4 года назад
thanks for the info.need to study more about the clustering pi .For example begin to cluster 2,then 4, then 8, ....until recently Oracle already built the 1060 Pi s
@positivevibrations5103
@positivevibrations5103 7 месяцев назад
Wonderful explanation!! Great channel.
@GaryExplains
@GaryExplains 7 месяцев назад
Glad you think so!
@kestergascoyne6924
@kestergascoyne6924 4 года назад
Thank you Gary.
@dryoldcrabman6890
@dryoldcrabman6890 3 года назад
This was fantastic!
@ThomasGodart
@ThomasGodart 3 года назад
Nice work, Gary! And if you want to remove the overhead and speed up calculations greatly, you can switch from Python to Golang, for example, and have microservices do the work
@artgressick
@artgressick 5 лет назад
Great video!
@threatripper
@threatripper 5 лет назад
Reallly good sir👍👌
@DavidOwensuk
@DavidOwensuk 3 года назад
Great video Gary:-)
@GaryExplains
@GaryExplains 3 года назад
Glad you liked it!
@certs743
@certs743 5 лет назад
Forgetting the cost of power for a moment I am curious how the performance compares to a PowerPC based cluster which was probably the first "out of the box" consumer level hardware solution available that could be configured as a supercomputer cluster.
@GaryExplains
@GaryExplains 5 лет назад
Yeah, I agree that would be interesting. In fact building different clusters from various bits of historical and new hardware and then benchmarking them would be quite interesting, but alas very time consuming!
@johndoe1909
@johndoe1909 4 года назад
@@GaryExplains my master thesis where done in the early 90:es, and it was about creating dynamic computing clusters using heterogeneous computers (various hardware architectures at the time). Given the overall limitations we identified types of problems which could scale using the available technique. Great fun and on the cutting edge for it's time. The main benefit was that the computer clients connected where largely unaware that they committed computing cycles, the jobs was running int the background. The base was done in pvm, in many aspects the successor to mpi.
@calvint3419
@calvint3419 3 года назад
Thanks Gary. I also tried Apache Spark on Jetson Nano and it works. So I expect Apache Spark can work with Raspberry Pi too. The concept is the same.
@alexanderwingeskog758
@alexanderwingeskog758 5 лет назад
On my old Amiga I did a lot of fractal scenery animation and it took ages, this would be a really good demo of connecting more computers thru a slow bandwidth link. And raytracing also, Lightwave was really great as renderfarms go, one master/server (with GUI) then just send the resources to a bare minimum program that actually calculates the different images and sends it to the master/slave and it is pretty good on resource management as it just hands the nodes the images that is not done (hard to explain) but it really meant that you could connect pretty much anything... a slow computer, a fast computer and so on... it used everything at 100% all the time. Do Povray exist on the Pi? If it does that might be a good start for a great demo of connecting PI's :-)
@Continus
@Continus 4 года назад
This just shows the purpose of Raspberry Pi, a learning tool. I never thought they would bring it to Server/Clusters. It's a great teaching tool from basic programming to now supercomputers. Raspberry Pi may not be a world record PC nor a Supercomputer with Tera flops in processing power. But it has proven to be a super teaching device that's caught a lot of interest world wide for those who want to jump in and learn. And a great gaming emulator! d^_^b
5 лет назад
Could you use a lower latency/higher throughput interconnect like direct PCIe connection to increase the performance? For a few computers it could be possible (certainly not on large scale supercomputers since PCIe 3 has max. cable length of 8 inches).
@kopai555
@kopai555 4 года назад
Closet we can get now a day in my Datacenter that i take cared is FC (Fiber Channel). Every single server in DC and inside cluster are connect together in network via FC for lowest latency and maximum transfer rate.
@DataHotep
@DataHotep 3 года назад
We use infiniband in an HPC setting. Its connected through the PCIE bus.
@Smarkalbert
@Smarkalbert 4 года назад
First of all, Thank you Sir for doing this video, Is any bloggs of people specifically doing this project and maybe expanded the project? Please advice, I want to join.
@semco72057
@semco72057 5 лет назад
That is a neat idea of making a Super Computer from a group of small computers like the ones you mentioned. I wonder if IBM has thought of that since they are into the Super Computer business.
@He_isI
@He_isI 5 лет назад
That was done with the PS3.
@anthonya.jumelles7103
@anthonya.jumelles7103 5 лет назад
Yup, that was a project that the US Military did because the PS3s had a lot of cores in a relatively compact form. It made being able to source machines from around the world really eaay.
@Kassem_Bagher
@Kassem_Bagher 5 лет назад
Nice and clear
@mihir206
@mihir206 4 года назад
Hey Gary could you please upload a step by step video to achieve node cluster????
@theseamusexperience
@theseamusexperience 5 лет назад
Cool video! We have a few raspberry pis laying around, this would be a fun project. Are you going to the SciPy 2019 convention in Austin?
@GaryExplains
@GaryExplains 5 лет назад
No, unfortunately I am not going to SciPy.
@SwapnilLonkar
@SwapnilLonkar 5 лет назад
Thanks for complete sherlock holmes on your github..
@coows
@coows 5 лет назад
Overclock them and add heatsink and fans to the cluster for extra power.
@lorensims4846
@lorensims4846 4 года назад
Dragonfly BSD is an OS designed specifically to handle a cluster like this.
@gregorykusiak5424
@gregorykusiak5424 4 года назад
Loren Sims does each node have to match the rest, or can any machine get added to the array?
@gristlevonraben
@gristlevonraben 5 лет назад
I just desire to have one pi for audio, one for video, and one to run them, to turn three pi's into a great desktop computer.
@kerph
@kerph 5 лет назад
That would be pointless, because unless your doing instense audio processing, there would be no point in having a dedicated audio pi, and just one pi is not enough to do much video editing on, and at that point what would your third be used for if not everything else?
@MentalSheep
@MentalSheep 4 года назад
Brilliant!
@shokama
@shokama 5 лет назад
Cool video! One question, though: can the Raspberry Pis be connected via GPIOs and make them behave like the cluster in the video? Will it be more effective that way?
@blazing-angels
@blazing-angels 3 года назад
Imagine if you had hundreds of Raspberry Pi's and then used this method to create the ultimate super Raspberry Pi
@stizandelasage
@stizandelasage 4 года назад
Great video thank you python it is
@bhuvaneshs.k638
@bhuvaneshs.k638 5 лет назад
I just subscribed your channel watching this video thqs 👍🏻
@rrektless
@rrektless 4 года назад
🖕🏼👎🏼
@bigmacbeta
@bigmacbeta 5 лет назад
Great job again Gary.
@aakashpatil3228
@aakashpatil3228 2 года назад
MPI - messaging service used in supercomputer cluster Scatter n gather (lesser data, high latency) (more data, less latency as compared to single core) Public n private key- security
@calebcodesitall3883
@calebcodesitall3883 3 года назад
This is sick!!!
@mastermoarman
@mastermoarman 4 года назад
Could this concept be used with computer vision to speed up the process over a single pi3?
@axemods03
@axemods03 4 года назад
Really cool👍
@fuzzylilpeach6591
@fuzzylilpeach6591 3 года назад
That is super cool! (Pun not intended.) It's one of those things that I'd want to do just out of the fun of making it, regardless of how actually useful it is. Of course it is useful for many things.
@mrxmry3264
@mrxmry3264 2 года назад
About checking if a number is prime: square it, subtract one and divide by 24. If that is a whole number (no digits after the decimal point) it MIGHT be a prime number, otherwise don't waste time checking further.
@GaryExplains
@GaryExplains 2 года назад
Yes, there are plenty of different ways to check for primes are likely primes. But that isn't the main point of the video.
@vapourmile
@vapourmile 5 лет назад
Very good.
@carloslemare6060
@carloslemare6060 4 года назад
I love your channel!
@GaryExplains
@GaryExplains 4 года назад
You are so kind
@neelarjuna2536
@neelarjuna2536 4 года назад
This is one of the best tech channel in the RU-vid.
@DAVIDGREGORYKERR
@DAVIDGREGORYKERR 4 года назад
There are new SBC micro computers which have a RYZEN 8 core processor called the UDOO BOLT V8 get eight and you could have 64 cores.
@Pauluz_The_Web_Gnome
@Pauluz_The_Web_Gnome 4 года назад
Hi, I have created a cluster programm, that runs before I even press
@SwapnilLonkar
@SwapnilLonkar 5 лет назад
helpfull, thanks
@philh98
@philh98 4 года назад
What are some use cases for a super computer of this small of a caliber? (I am a bit new to the tech scene so if this is a dumb question, that is why)
@send2gl
@send2gl 5 лет назад
Interesting.
@PepsisFormosa
@PepsisFormosa 5 лет назад
You should try this with the rockpro64 and connect each board together through the pcie to get really low overhead. Might even get to write your own kernel and mpi layer!
@NoorquackerInd
@NoorquackerInd 5 лет назад
PCIe doesn't act super friendly all the time. It's probably better using InfiniBand cards
@PepsisFormosa
@PepsisFormosa 5 лет назад
@@NoorquackerInd Well if you're going to use a comm card, it would be a lot easier to put a ten Gb network card in the pcie slot. I was just thinking to keep costs down, you could try to run the messages over just the pcie lanes.
@Mangalover345
@Mangalover345 4 года назад
now the real question is, Can you play games on it? can it play the benchmark games?
@1rkthevar
@1rkthevar 4 года назад
Very interesting
@Amam-xu3xr
@Amam-xu3xr 5 лет назад
Good now i can create my own server
@bentleyplays125
@bentleyplays125 4 года назад
I would use Udp to send packets to one of the hosts, then that host sends to the next host, etc etc and then the final host with all that information processes it and sends it to the main computer
@prototype9000
@prototype9000 5 лет назад
Linux has a kernel module that handles the nodes so you dont have to make complicated programs
@GaryExplains
@GaryExplains 5 лет назад
Which module are you referring to?
@JohnUnsub
@JohnUnsub 5 лет назад
I'm also interested
@AlejandroRodolfoMendez
@AlejandroRodolfoMendez 4 года назад
For what I knew it is in arch Linux, maybe
@ac.developer4459
@ac.developer4459 4 года назад
Gary, wich could be an use for a webdeveloper, videomaker or 3d desigenr with blender? Is it possible to do a renderfarm with it?
@TrustShare
@TrustShare 5 лет назад
i want trying it.
@imranq9241
@imranq9241 3 года назад
Thank you Gary, this is really great! Is it possible to create a p2p network with Raspberry Pis? That would be really useful in disaster zones or places without internet so that people can communicate with each other over a RPI mesh network
@lonewolf31337
@lonewolf31337 4 года назад
Cool video
@midcardheelhd8522
@midcardheelhd8522 2 года назад
Wow.. I'm an idiot and you explained this so well that i think i could try to do this.
@DanielSmith-yx6zm
@DanielSmith-yx6zm 4 года назад
Very cool
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