Supermicro Server

[alb123]

So, I've been thinking about getting myself one of those refurbished Supermicro servers off Ebay.  Just for this post I grabbed one of the first I saw and I've listed the specs below.  I've got about 250 TB in External HDDs I need to shuck, hence the 36 Bay server.  I also plan on using a machine like this for all sorts of self-hosting, tinkering and getting myself into trouble... My main concern is will Jellyfin get along with this type of hardware and run well?  How about Jellyfin & Windows server?  Many years ago, I was shocked to learn that some software applications I regularly used wouldn't install on a Windows Server 2003 box I had setup.  I might decide to go with Linux even though I've never used Linux before.  It's probably about darn time I start!  

Thank you...  

Supermicro 4U 36 Bay SAS3 Server X10DRH-iT Xeon 28 Cores 128GB AOC-S3008L SQ PS

Processor: 2x Intel Xeon E5-2683 V3 - 2.0Ghz 14 Core (Total 28 cores)
Memory: 128GB DDR4 ECC REG
Hard Drives: None
Controller: 1x AOC-S3008L-L8E HBA Controller IT mode
NIC: * Integrated Intel X540 Dual Port 10GBase-T

Secondary Chassis/ Motherboard specs:
4U 36x 3.5" Drive Bays
Server Chassis/ Case: SSG-6048R-E1CR36L
Motherboard: X10DRH-iT
* Integrated IPMI 2.0 Management
Backplane: 2x Backplane:
*BPN-SAS3-846EL1 24-port 4U SAS3 12Gbps single-expander backplane, support up to 24x 3.5-inch SAS3/SATA3 HDD/SSD
*BPN-SAS3-826EL1 12-port 2U SAS3 12bps single-expander backplane, support up to 12x 3.5-inch SAS3/SATA3 HDD/SSD
PCI-Expansions slots: Low Profile 1 PCI-E 3.0 x16 slot, 6  PCI-E 3.0 x8 slot,
Drive bay: 36x 3.5" Supermicro caddy
Power: Dual Power supply
Rail Kit: Supermicro Rev B Rail kit