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As Linus said in one of his videos: The higher the capacity, the more frequent errors will be and it will get to a point where errors will be inevitable. (speaking of ram) 
Excluding human error, what could be the cause of these errors? 

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Yes.

Yes

SuperNova: CPU: Intel Core i5 4670k @4.6 GPU: Sapphire R290 Tri-x @1200, @1350, MOBO: MSI Z87 G45 Gaming, RAM: 16Gb HyperX Fury White @1866, PSU: CORSAIR TX750M, CASE: Arc Midi R2, SSD: Kingston 120gb SSD, 
COOLING:
H100i w/ 2x Nb eLoop 800rpm

Check out my build log Black Dawn Check out my build log Supernova
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Yes

Yes?

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Lets say for each bit on the RAM chip, there is a 0.00000001% chance that it will go bad.

 

Years ago, there may only be a few thousand bits per ram stick making the failure rate very small. However if there are trillions or more bits per chip, the chance that any one of those bits had a defect or was in any other way unable to operate gets much higher

~Judah

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Yes?

Yes!

SuperNova: CPU: Intel Core i5 4670k @4.6 GPU: Sapphire R290 Tri-x @1200, @1350, MOBO: MSI Z87 G45 Gaming, RAM: 16Gb HyperX Fury White @1866, PSU: CORSAIR TX750M, CASE: Arc Midi R2, SSD: Kingston 120gb SSD, 
COOLING:
H100i w/ 2x Nb eLoop 800rpm

Check out my build log Black Dawn Check out my build log Supernova
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Lets say for each bit on the RAM chip, there is a 0.00000001% chance that it will go bad.

 

Years ago, there may only be a few thousand bits per ram stick making the failure rate very small. However if there are trillions or more bits per chip, the chance that any one of those bits had a defect or was in any other way unable to operate gets much higher

Thanks.

But the failure rate is still caused by environmental factors and human error right? 

SuperNova: CPU: Intel Core i5 4670k @4.6 GPU: Sapphire R290 Tri-x @1200, @1350, MOBO: MSI Z87 G45 Gaming, RAM: 16Gb HyperX Fury White @1866, PSU: CORSAIR TX750M, CASE: Arc Midi R2, SSD: Kingston 120gb SSD, 
COOLING:
H100i w/ 2x Nb eLoop 800rpm

Check out my build log Black Dawn Check out my build log Supernova
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Yes!

YES.

NEW PC build: Blank Heaven   minimalist white and black PC     Old S340 build log "White Heaven"        The "LIGHTCANON" flashlight build log        Project AntiRoll (prototype)        Custom speaker project

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Ryzen 3950X | AMD Vega Frontier Edition | ASUS X570 Pro WS | Corsair Vengeance LPX 64GB | NZXT H500 | Seasonic Prime Fanless TX-700 | Custom loop | Coolermaster SK630 White | Logitech MX Master 2S | Samsung 980 Pro 1TB + 970 Pro 512GB | Samsung 58" 4k TV | Scarlett 2i4 | 2x AT2020

 

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YES!

yes

NEW PC build: Blank Heaven   minimalist white and black PC     Old S340 build log "White Heaven"        The "LIGHTCANON" flashlight build log        Project AntiRoll (prototype)        Custom speaker project

Spoiler

Ryzen 3950X | AMD Vega Frontier Edition | ASUS X570 Pro WS | Corsair Vengeance LPX 64GB | NZXT H500 | Seasonic Prime Fanless TX-700 | Custom loop | Coolermaster SK630 White | Logitech MX Master 2S | Samsung 980 Pro 1TB + 970 Pro 512GB | Samsung 58" 4k TV | Scarlett 2i4 | 2x AT2020

 

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stahp plz

SuperNova: CPU: Intel Core i5 4670k @4.6 GPU: Sapphire R290 Tri-x @1200, @1350, MOBO: MSI Z87 G45 Gaming, RAM: 16Gb HyperX Fury White @1866, PSU: CORSAIR TX750M, CASE: Arc Midi R2, SSD: Kingston 120gb SSD, 
COOLING:
H100i w/ 2x Nb eLoop 800rpm

Check out my build log Black Dawn Check out my build log Supernova
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its like saying the more components in your system theres another point of failure.  Its just because theres more memory technically theres another added chance of failure.   But unless your memory has a problem or something necessarily wrong with it, I wouldn't worry about it IMO. 

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Thanks.

But the failure rate is still caused by environmental factors and human error right? 

 

To a point. In RAM there is little problem when it comes to user error (unless as the capacity grows, more start getting installed inappropriately. I doubt this much).

 

Environmental factors are a bit iffy. If your talking something like heat, then yes. Getting too hot will definitely be a problem. However most problems occur in manufacturing. Its not user error or anything, it can simply come down to a microscopic impurity in the silicon

~Judah

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Errors can come from a multitude of things, from a sudden voltage change, to a freak cosmic ray hitting a bit storage section of your RAM. Common errors though, come from problems during transmission of data too and from RAM. Higher frequency RAM moves data in and out more frequently, inherently increasing the risk of something happening during the moving process, while higher capacity RAM, just means there's more data that could potentially be moved, that can also have an error in any of the transferred bits. That being said, there's ways of correcting errors, and that kind of RAM, ECC, is used in servers. It's expensive as hell, but when you have a 0.0000000001% chance something will go wrong during data transmission in a server, it's worth the cost to fix it.

This is just data errors, I should mention. The RAM module itself can fail for all kinds of reasons, separate from the reasons that typically cause a bit of data in RAM to swap from a 0 to a 1, ruining what it's got stored. Those errors, have so many reasons and causes, that there's no point in beginning to list. Honestly though, it's not something you should really worry about, unless you run a server (not a home server, I'm talking a rack type server requiring 100% uptime)

"Any sufficiently advanced technology is indistinguishable from magic" - Arthur C. Clarke
Just because it may seem like magic, I'm not a wizard, just a nerd. I am fallible. 


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