For the first time, my home PC has no expansion cards
When I started out with PCs, you needed a bunch of expansion cards to make them do anything particularly useful. In the era of my first home PC, almost all I used on the motherboard was the CPU and the memory; graphics, sound, Ethernet (if applicable to you), and even a good disk controller were add-on cards. As a result, selecting a motherboard often involved carefully counting how many slots you got and what types they were, to make sure you had enough for what you needed to add.
(Yes, in my first PC I was determined enough to use SCSI instead of IDE. It ran BSDi, and that was one of the recommendations for well supported hardware that would work nicely.)
Bit by bit, that's changed. In the early 00s, things started moving on to the motherboard, starting (I believe) with basic sound (although that didn't always work out for Linux people like me; as late as 2011 I was having to use a separate sound card to get things working). When decent SATA appeared on motherboards it stopped being worth having a separate disk controller card, and eventually the motherboard makers started including not just Ethernet but even decent Ethernet chipsets. Still, in my 2011 home machine I turned to a separate graphics card for various reasons.
With my new home machine, I've taken the final step on this path. Since I'm using the Intel onboard graphics, I no longer need even a separate graphics card and now have absolutely no cards in the machine; everything is on the motherboard. It's sometimes an odd feeling to look at the back of my case and see all of the case's slot covers still in place.
(My new work machine still needs a graphics card and that somehow feels much more normal and proper, especially as I've also added an Ethernet card to it so that I have a second Ethernet port for sysadmin reasons.)
I think one of the reasons that having no expansion cards feels odd to me is that for a long time having an all-onboard machine was a sign that you'd bought a closed box prebuilt PC from a vendor like Dell or HP (and were stuck with whatever options they'd bundled in to the box). These prebuilt PCs have historically not been a great choice for people who wanted to run Linux, especially picky people like me who want unusual things, and I've had the folkloric impression that they were somewhat cheaply put together and not up to the quality standards of a (more expensive) machine you'd select yourself.
As a side note, I do wonder about the business side of how all of this came about. Integrating sound and Ethernet and so on on motherboards isn't completely free (if nothing else, the extra physical connectors cost something), so the motherboard vendors had to have a motivation. Perhaps it was just the cut-throat competition that pushed them to offering more things on the board in order to make themselves more attractive.
(I also wonder what will be the next thing to become pervasive on motherboards. Wireless networking is one possibility, since it's already on higher end motherboards, and perhaps BlueTooth. But it also feels like we're hitting the limits of what can be pulled on to motherboards or added.)
A learning experience about the performance of our IMAP server
Our IMAP server has never been entirely fast, and over the years it has slowly gotten slower and more loaded down. Why this was so seemed reasonably obvious to us; handling mail over IMAP required a fair amount of network bandwidth and a bunch of IO (often random IO) to our NFS fileservers, and there was only so much of that to go around. Things were getting slowly worse over time because more people were reading and storing more mail, while the hardware wasn't changing.
We have a long standing backwards compatibility with our IMAP
server, where people's IMAP clients have
full access to their
$HOME and would periodically go searching
through all of it. Recently this started causing us serious problems,
like running out of inodes on the IMAP server,
and it became clear that we needed to do something about it. After
a number of false starts (eg), we
wound up doing two important things over the past two months. First
we blocked Dovecot from searching through a lot of directories, and then we started manually migrating
users one by one to a setup where their IMAP
sessions could only see their
$HOME/IMAP instead of all of their
$HOME. The two changes together significantly reduce the number
of files and directories that Dovecot is scanning through (and
sometimes opening to count messages).
Well, guess what. Starting immediately with our first change and increasing as we migrated more and more high-impact users, the load on our IMAP server has been dropping dramatically. This is most clearly visible in the load average itself, where it's now entirely typical for the daytime load average to be under one (a level that was previously only achieved in the dead of night). The performance of my test Thunderbird setup has clearly improved, too, rising almost up to the level that I get on a completely unloaded test IMAP server. The change has basically been night and day; it's the most dramatic performance shift I can remember us managing (larger than finding our iSCSI problem in 2012). While the IMAP server's performance is not perfect and it can still bog down at some times, it's become clear that all of the extra scanning that Dovecot was doing was behind a great deal of the performance problems we were experiencing and that getting rid of it has had a major impact.
Technically, we weren't actually wrong about the causes of our IMAP server being slow; it definitely was due to network bandwidth and IO load issues. It's just that a great deal of that IO was completely unproductive and entirely avoidable, and if we had really investigated the situation we might have been able to improve the IMAP server long ago.
(And I think it got worse over time partly because more and more people started using clients, such as the iOS client, that seem to routinely use expensive scanning operations.)
The short and pungent version of what we learned is that IMAP servers go much faster if you don't let them do stupid things, like scan all through people's home directories. The corollary to this is that we shouldn't just assume that our servers aren't doing stupid things.
(You could say that another lesson is that if you know that your servers are occasionally doing stupid things, as we did, perhaps you should try to measure the impact of those things. But that's starting to smell a lot like hindsight bias.)