I am looking to build/upgrade a new computer - basically I need this computer to be able to do two things REALLY well
1) Use "R" on very large data sets. I am an R hack programmer. I am good at what I do (interpreting/analyzing data and building predictive models), but what I do well isn't really the programming part. Therefore - I need to be able to throw more memory at the problem rather than learn to write more efficient code. Even if I did write more efficiently - in some cases - I am dealing with very large data sets and deal with algorithms that sometimes are very memory intensive. Anyway - take my word for it - I NEED 64G of RAM. I say this - as every time I see a thread (on other boards) with someone asking about 32 or 64 GB of RAM - someone asks what the hell they need it for -I really do need it. Even 64 GB isn't enough - and I have to work with others sometimes to break the problems down to more manageable chunks - I'd rather not have to use other people when not needed.
2) Do kick ass photo manipulation. This is something I am just sort of getting into - and want to do more of. I want to process and manipulate photos using a higher bit depth than 24. Think Lightroom, Photoshop,
Photomatix Pro, and someone anal enough to be using:
http://xritephoto.com/ph_product_overview.aspx?id=1257
And
X-Rite ColorMunki Accurate Monitor Display Calibration (purchased, but haven't used yet)
I am A+ Certified and have built a few systems in my day, but my day was quite some time ago - and if you don’t keep up to date on this stuff it means virtually nothing. Heck I don’t even know if A+ is even a thing anymore
Anyway - I am getting a little overwhelmed at some of the minutiae in some of the decisions I have to make.
My first stumbling block is the graphics card - I am strongly leaning towards the following monitor:
Dell Computer UltraSharp UP2414Q 24" Monitor
I am concerned about the best graphics card to get for my situation:
• The monitor is a relatively high Ultra HD 3840 x 2160 resolution
• It is capable of (and I want to exploit) its 30 bit color depth
• It needs to be able to fit on a motherboard that will have to have adequate cooling for a minimum of a 130W processor (as there are only a few Intel non Xeon processors capable of doing 64GB of ram - and none run cooler than 130W)
• That being said - I have no need or desire to overclock my processor or graphics card
• I want to be able to run another high resolution (but it doesn’t need to be - and probably wont be - 4k) monitor off of the same card.
• I have no real plans to use this PC for video or gaming.
I don’t think I care about frame rate, but I do sometimes plot large complicated graphs that look something like this:
http://i1.wp.com/blog.ynada.com/wp-content/uploads/2010/10/mla-small.png
But much more dense - more nodes and edges. I am guessing that the fact that I can see it "drawing " these edges and nodes over a period of minutes that it is the graphics card that is doing the work here - and not the processor, but I do not know if this is a safe guess.
I am also not sure how important a graphics card’s speed is in Photoshop & Lightroom type manipulation
Anyway - any help on what graphics card to get?
How about what cooling system to get?
Noise is a big factor - I don’t want something very noisy if possible (and I am flexible on it having to get more noisy when things are running hot. I usually leave the room while my algorithms run). So basically - if I am browsing the web and writing code -I don’t want it to sound like a jet engine, but have no problem with a bit of noise when the CPU is in high use. I also am concerned about size - as I have had issues in the past with cooling getting in the way of graphics cards and/or memory.
Again - I am not going to overclock, but my code will sometimes be running for days - so I want something that would basically be able to run Prime95 at full blast and stay within temperature specs, but I do not plan on pushing the processor speed through overclocking.
Here are the other components I am leaning towards:
Motherboard:
ASUS P9X79 LGA 2011 Intel X79 SATA 6Gb/s USB 3.0 ATX Intel Motherboard
Processor:
Intel® Core i7-4820K Processor
HDD:
Any help would be appreciated