The Blog of Ben Rockwood

Digging Deeper: Systems Management

06 Dec '07 - 08:21 by benr

I've recently been delving deeper into the area of systems management. At Joyent we have a variety of unique problems that I've not faced in the past. For instance, I have a largely non-heterogeneous environment, we have strict controls on what we use and always strive to be as consistent as possible. We also have more machines than I've ever managed before, while I've worked in many very large environments I typically worked on big iron systems with organizations that divided administrative duties across multiple teams. This all collides into a perfect test bed for some really deep systems management practices.

So what is Systems Management? I think we can divide data center duties into 4 main groups:

Facilities & Infrastructure: Physical environment control; HVAC, Power, Racks, Cable Management, etc.
Network Administration: Managing the connections between systems and to the outside world.
Systems Administration: Managing the OS's and application environment that runs on each system.
Application Administration: Various specializations for applications, Mail Admins, DBA's, etc.

In between these layers lives Systems Management.

To make an analogy... 'root' may be omni-potent, having "God Power", but unlike God, a SysAdmin is not omni-present. You may be the sole administrator of a 50 systems installation, but do you really know the temps that the CPU's are running at? Do you know the load average of every system? Do you know if a disk has failed? Sure, you can find out right now, but what were those data points 2 days ago? A week ago?

The core focus of systems management, to me, is making an attempt to be omni-present. God has the ability to know all things at one time... we don't, so the critical elements are:

Determining a complete list of all data points at all layers of the stack that provide some insight into operations
Determining the meaning and interpretation of those data points by which to programatically direct actions

This second point is vital and one of the reasons that so many people struggle with DTrace... knowing what question to ask tends to be self evident with a little thought, and determining how to ask that question has become easier with tools like DTrace or SNMP, but WTF do those numbers really mean? A classic sysadmin interview question is to drop some printed vmstat output in front of a candidate and ask for an analysis on the spot.

Let me give you an example. At Joyent we've been learning a lot about modern storage, despite the advances in CPU and Memory technology, disk technology hasn't really come that far, we are largely in the same boat that we were 10 years ago. But how do you know what your storage solution just isn't measuring up? How do you know when your in trouble? Look at the output of 'iostat'. Most people incorrectly interpret the '%b' column as "blocked", saying, if its consistantly 100 %b then your in trouble. But thats not true... %b is "Busy", meaning, during a given time interval how much of that time was IO actively occuring? Thus, 100% simply means that over that time interval you were doing IO to a given device for the entire period.... but that might be at 1MB/s or 200MB/s or may vary. Its similar to saying that if the CPU's are 100% use there is a problem, which isn't strictly true if the load average remains lower than the number of cores. A fundamental flaw in most peoples interpretation of data is that 100% utilization automatically means something is broken.. sure, thats almost always the case, but fundamentally its still wrong. So, in the case of IO, the better number to look at is the asvc_t column which reports the "Active Service Time", or, the average time it took for an IO to be handled by the device from the time that it was sent to the device and then returned (time spent waiting to be sent to the device is the wsvc_t, wait time spent queued in the driver).

So how do I know if IO levels have dropped off to unacceptable levels? If asvc_t consistantly exceeds 50ms, like is probly unpleasant, and if it exceeds 100ms life is just unbearable. Thats the number that I'm really interested in because it most accurately describes a condition to which I want to be apprised... and this is where monitoring comes in.

Monitoring makes us omni-present. It allows us to be constantly aware of change in our environment to which we should be aware and to record data points over a period of time to allow for trend analysis, capacity planning, and fault isolation down the road. Thus, we can divide monitoring applications into 2 categories:

Data Collection & Reporting Applications. Examples: Cacti, MRTG
Threshold & Conditional Alerting Applications: Examples: Nagios, Big Brother

From these have emerged several hybrids that attempt to combine the two, such as Zabbix and Zenoss. Its not uncommon to see environments use multiple applications however, I commonly see environments with Ganglia, Nagios, and Cacti for instance. And, of course, there are specialty varieties, such as Snort or pmacct, that operate on specific types of data.

And so, when we move beyond network or systems administration we have to take a more holistic approach. Beyond just paging someone when a system crashes, but rather, asking questions and thinking deeply about what there is to know, how do you obtain that data, feed it to something and then build some intelligence around it to only bug you when you really should be bugged.

Modern servers provide us with a rich set of tools and capabilities to exploit. IPMI, for example, is not just for remotely rebooting systems! SMBus and sensors are not just for putting some nifty graphic in the corner of your desktop! Even on commodity systems boards now commonly include a Baseboard Management Controller (BMC) which forms the basis of most Lights Out Management (LOM) solutions, aggregating data together, collecting and making sensor data available via IPMI. What a list of componants in your system? What to know the temps and fan speeds in your box? What to see system events that may not have been seen or felt by your OS but occured non-the-less? IPMI talking to your BMC can help, even if you don't have a Service Processor (SP) such as ILOM or DRAC.

In the next couple weeks I'm going to try to set aside some time to dig into some of these topics in more depth. I don't think most administrators are truly aware of all the resources available to them, because unless you go looking for something or have a need or just stumble across it, how are you supposed to know? We're all busy enough as it is without going looking for new things to learn. So thats where I can try to help out. Hopefully we'll all learn some new tricks to add to our arsenal of magic.

- - C O M M E N T S - -
In my last job i had the opportunity to use a system for power system control to monitor the computer hardware. The system is not tailored for computer monitoring, but does a nice job doing this as a support task. Unfortunately the price is targeted at electrical power grid companies.

Knut (Email) - 06 December '07 - 11:18

Another solution that seems worth looking at is Hyperic. I’m also anxious to see what you find in your search over the next few weeks.

Romeo (Email) - 06 December '07 - 14:20

Any professional-level system needs monitoring, not only to increase your reaction time when something goes wrong (and preferably fix things proactively), but also to be able to assert that things are working the way they should.

A common view of system monitoring seems to be to send an alert when something fails or just gather information to make reports on loads and resource usage. I like to think that monitoring can also be thought of similarly to Test Driven Development, creating something more like Test Driven Server Deployment.

The idea is that everything your server does, from turn on and supply voltages to serve up a web page, should be definable in a test. Some input or stimuli should produce some output for which you know the correct range. This could be a temperature or voltage on the hardware level, latency in the network level, process in system level, or service on the application level. If you really map out what everything does, not only do you have a great specification for your systems, but you can take a glance at your monitoring and know that everything is working properly.

drew (Email) - 06 December '07 - 18:59

G’Day Ben,

Iif you check out performance monitoring solutions, please pay closest attention to what value-add they bring to the table. I’ve seen too many commercial solutions which plot existing statistics, display logs, and provide alerts but go no further. This is dissapointing for at least two reasons:
(1) GUIs are awsome. With some imagination you can present the data in some very intuitive and effective ways. Just feeding statistics into a plotting library isn’t very imaginitive.
(2) A GUI can provide integrated documentation to explain what the statistics mean, and why they are useful. Documentation written by experts who truly understand how to interpret this data.
Their screenshots look pretty (which helps sell them), but how much value-add are they bringing to the table, and what opportunities have they wasted?

I have in mind a solution for documenting and distributing metric knowledge that I hope to set rolling in 2008; it effectively answers many of the questions you’ve listed in this blog entry…

Brendan Gregg (URL) - 06 December '07 - 19:09

Excellent article.

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John Willis (Email) (URL) - 07 December '07 - 08:36

Great post. One thing about Systems Management, is that the tools become more of a distraction. People think that the problems are all solved by tools.

I’ve worked in a startup environment and a large, bureaucratic IT shop that I think represent the best and worst of both worlds.

In the small shop, there were 3 DBAs and SAs with 4-6 technicians in 3 states managing about 120 devices. Our budget was shoestring, and mostly went towards Sun and HP service contracts. We made extensive use of open source tools and became experts in managing our systems very quickly by necessity (basically it was learn and fix or get pages 2-3 times a night). Our approach was to master how a system worked, fix it, figure out what needed to be watched or measured, and then automate or transition the system to the technicians.

At the big place, there are hundreds of IT people, thousands of servers and lots of money. This is cool in the sense that we have good facilities, we’re not stealing secretary’s PCs to replace mail servers, etc. It’s bad in the sense that nobody is “in charge” of systems, and alot of time is wasted by bouncing issues between the systems, application, database, network, security and innumerable other support teams.

The other bad thing is that every vendor that sells systems management presents their product as a magic wand that solves all problems—and we always believe them!

I think the “missing link” for systems management is discipline and accountability. Think of a project to construct a bridge. Architects and engineers design the bridge—and are fully accountable they fuck up. The general contractor is in charge of managing projects, and has the autonomy to actually manage, unlike PMs in IT. Specialty contractors bid as aspects of the project and are accountable for their work.

Brian Duffy (Email) - 07 December '07 - 14:22

Combination of cacti, net-snmp and Nagios, samhain for system threshold monitoring, chkrootkit and rkhunter for rootkits for rootkit detection, clamav/klamav and avg for antivirus, SNORT, aide denyhosts, SELinux, syslog-ng for others. Since we’re a small startup, we have been migrating from Solaris 10 on old Netra’s running BEA WebLogic 8 (we only pay for one Solaris support license, and can’t afford to upgrade Weblogic), to Linux/JBoss, Linux/Tomcat, Linux/Apache. Linux rPath/Joomla devices.
Most of our IT budget is for an Oracle license.

Bob - 07 December '07 - 20:31

Monitoring and alerting are only two aspects. The TMN FCAPS (Fault, Configuration, Accounting, Performance and Security management) defines 5 areas, and the most comprehensive methodology available is the British ITIL. A big part of why HP is spanking IBM right now is due to their adoption of ITIL. Unfortunately it is quite complex and non-free (despite being the result of British Government work).

More pragmatically, I would add to your list of tools a good log monitoring tool (I recommend epylog) and a good system for keeping track of tickets and documentation (I strongly recommend something like CVStrac).

The last time I evaluated ZenOSS (version 2.0.6), I managed to build it from source (it was painful) on Solaris/x86 but I was unimpressed with the level of fit and finish. I am also nervous at the idea of a large monolithic Zope application doing all the management.

I am quite suspicious of the all-in-one integrated suites like ZenOSS et al, and prefer having a collection of smaller and more specialized best-of-breed tools, as long as they have some sort of scripting interface that allows you to glue them together, which is usually the case with open-source tools. If I were to start on a platform from scratch my recommendation would be SVNtrac (manage configuration files, tickets and documentation), Nagios (service monitoring), Cacti (SNMP), epylog (log analysis), rdist, rsync and unison (config file synchronization), expect (misc automation), Nessus (security scanning), Samhain (HIDS).

Fazal Majid (Email) (URL) - 08 December '07 - 17:20

I really enjoyed this post; looking forward to your follow-up posts. We are just implementing nagios + nagiosgraph for alerting / graphing. Currently we monitor about 30 hosts and ~350 services, with about another 100 hosts to add. The thing about systems management and particularly systems alerting and monitoring is that it involves a lot of tweaking, customizing and on-going work to make it meaningful. We have already written about a dozen custom plugins for nagios, and are continually tuning the thresholds. Setting these things up is pretty easy, the hard part is making sure the alerting is meaningful so that when you do get an alert, you don’t shrug it off and ignore the pager.

If you look at the Zenoss/Zabbix/Hysteric, it would be great if you add GroundWork Monitor to the mix. It’s built on nagios.

Again, great post.

steve - 09 December '07 - 20:32

“Determining the meaning and interpretation of those data points by which to programatically direct actions”

You’re right: that’s the tough one. There are lots of monitoring tools out there that can get you numbers, but at the end of the day the vast majority of people who end up using those tools don’t know how to interpret them (even if they they were involved in insisting those metrics were made available to them in the first place).

Training could make a big dent in this problem, but at most companies it’s easier to toss the problem back to the user group or vendor of the monitoring tools and ask for “recommendations” or “best practices”. A very reasonable request, but other than the most basic default settings that detect “Is this system/app working at all?” most of the thresholds you’d want to set a different in every environment. And now you’re back to the problem of the people using some very powerful tools not knowing the basics of what’s going on under the hood (i.e your disk IO example).

Monitoring tools need to get an order of magnitude smarter to be really useful (and they could be), but companies won’t pay 10x as much for the results. Stalemate.

Re: Fazals comment on lots of small tools you can integrate together. Yes, nice in theory (and may work for Joyent), but I question if it scales… where larger environments typically have more money than time, and business needs that prioritize short-term returns. Once you go down that road you’re putting yourself in the business of building monitoring tools, and that’s a large time commitment (as well as money for maintenance and upgrades). It’s far easier for a manager to fork over big $$$ to Sun/HP/IBM for their suite of tools (that may end up being worse in every way than the open-source-toolset equivalent), than it would be for them to tend a garden of monitoring/management tool developers over the years it takes to see a return on that investment.

I’m not saying it’s ideal… I’m just saying it’s not uncommon. I’ve been involved in projects where tools like net-snmp and Nagios were ripped out as the environment got larger, because they “cost” too much in terms of specialized skillset + time to maintain, and it was easier to just fork over $$$ for commercial licenses in order to use unskilled (in relative terms) admins instead. I’ll shut up now: I have lots of thoughts on this topic :)
=======================

Mike Kirk (Email) (URL) - 10 December '07 - 00:13

I really like the idea of using Splunk as the central instance for collecting all relevant IT data (logfiles, configuration files, command outputs)

Splunk can then be used as the single source for querying live and historic IT data

Now, what we need is a complementary tool to change the live data. I’m thinkin about something like Puppet, bcfg2 or alike.

Why use Splunk to collect all data? I really hate all the different management agents, that collect all the same data over and over again. One agent could do all of it.

Mika - 10 December '07 - 13:10

We’ve replaced Cacti with Zenoss, and I have to say its made things a lot more manageable, and configurable. Not sure Zenoss is ready to take over from Nagios quite yet, but it is a very nice product.

One issue of question is what is the best way to capture IPMI Platform Event Traps? If you’re lucky enough to be running an ILOM equipped system you can fire SNMP traps instead. However, most of the barebones BMCs only have IPMI traps. I’ve yet to see a good open-source IPMI trap catcher. I’d be interested what y’all have done with regards to IPMI traps?

Jason Williams (Email) - 11 December '07 - 08:42

You forgot OpenNMS. It does a pretty good job of service monitoring, threshold checking, and resource graphing. I’ll admit it’s not 100% perfect, but it’s been getting better with later releases.

Chris J - 13 December '07 - 16:06

first I want to thank you for the quality of this article. Like many here I have spent a lot of time (researching,testing,tuning and sometimes ripping out) Monitoring Applications.
Finding the right mix of tools to meet a constant changing IT environment is crucial for Good System Management practices.
The comments about large vs small organizations-budgets certainly does play a role in those choices.
I myself have miscommunicated or misrepresented certain tools functionality and need, resulting in the requisition of time and $$ being rejected.

I tend to spend my time testing things more so at home before implementing them in my Production/Development environments at the office.

I look forward to reading and learning more.
Thanks again for the Great Read!

Robert M (Email) - 23 December '07 - 17:24

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