Can someone please explain what these ApacheBench results mean?

Question

Hi folks,

i'm trying to figure out how to use ApacheBench and benchmark my website. I installed the default site project (it's ASP.NET MVC but please don't put stop reading if u're not a .NET person).

I didn't change anything. Add new project. Set confuration to RELEASE. Run without Debug. (so it's in LIVE mode). Yes, this is with the built in webserver, not the production grade IIS or Apache or whatever.

So here's the results :-

C:\Temp>ab -n 1000 -c 1 http://localhost:50035/
This is ApacheBench, Version 2.3 <$Revision: 655654 $>
Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/
Licensed to The Apache Software Foundation, http://www.apache.org/

Benchmarking localhost (be patient)
Completed 100 requests
Completed 200 requests
Completed 300 requests
Completed 400 requests
Completed 500 requests
Completed 600 requests
Completed 700 requests
Completed 800 requests
Completed 900 requests
Completed 1000 requests
Finished 1000 requests


Server Software:        ASP.NET
Server Hostname:        localhost
Server Port:            50035

Document Path:          /
Document Length:        1204 bytes

Concurrency Level:      1
Time taken for tests:   2.371 seconds
Complete requests:      1000
Failed requests:        0
Write errors:           0
Total transferred:      1504000 bytes
HTML transferred:       1204000 bytes
Requests per second:    421.73 [#/sec] (mean)
Time per request:       2.371 [ms] (mean)
Time per request:       2.371 [ms] (mean, across all concurrent requests)
Transfer rate:          619.41 [Kbytes/sec] received

Connection Times (ms)
              min  mean[+/-sd] median   max
Connect:        0    0   1.1      0      16
Processing:     0    2   5.5      0      16
Waiting:        0    2   5.1      0      16
Total:          0    2   5.6      0      16

Percentage of the requests served within a certain time (ms)
  50%      0
  66%      0
  75%      0
  80%      0
  90%     16
  95%     16
  98%     16
  99%     16
 100%     16 (longest request)

C:\Temp>

Now, i'm not sure exactly what I should be looking at.

Firstly, I after the number of requests a second. So if we have a requirement to handle 300 reqs/sec, then is this saying it handles and average of 421 req's a sec?

Secondly, what is the reason for adding more concurrent? As in, if i have 1000 hits on 1 concurrent, how does that differ to 500 on 2 concurrent? Is it to test if there's any code that blocks other requests?

Lastly, is there anything important I've missed from the results which I should take note of?

Thanks :)

Answer 1

Hi,

what is the reason for adding more concurrent? As in, if i have 1000 hits on 1 concurrent, how does that differ to 500 on 2 concurrent? Is it to test if there's any code that blocks other requests?

It's a bit about that, yes : your application is probably doing things where concurrency can bring troubles.

A couple of examples :

• a page is trying to access a file -- locking it in the process ; it means if another page has to access the same file, it'll have to wait until the first page has finished working with it.
• quite the same for database access : if one page is writing to a database, there is some kind of locking mecanisms (be it table-based, or row-based, or whatever, depending on your DBMS)

Testing with a concurrency of one is OK... As long as your website will never have more than one user at the same time ; which is quite not realistic, I hope for you.

You have to think about how many users will be on site at the same time, when it's in production -- and adjust the concurrency ; just remember that 5 users at the same time on your site doesn't mean you have to test with a concurrency of 5 with ab :

• real users will wait a couple of seconds between each request (time to read the page, click on a link, ...)
• ab doesn't wait at all : each time a page is loaded (ie, a request is finished), it launches another request !

Also, two other things :

• ab only tests for one page -- real users will navigate on the whole website, which could cause concurrency problems you would not have while testing only one page
• ab only loads one page : it doesn't request external resources (think CSS, images, JS, ...) ; which means you'll have lots of other requests, even if not realy costly, when your site is in production.

As a sidenote : you might want to take a look at other tools, which can do far more complete tests, like siege, Jmeter, or OpenSTA : ab is really nice when you want to measure if something you did is optimizing your page or not ; but if you want to simulate "real" usage of your site, those are far more adapted.

Answer 2

Yes, if you want to know how many requests per second your site is able to serve, look at the "Requests per second" line. In your case it's really quite simple since you ran ab with concurrency of 1. Each request, on average took only 2.371ms. 421 of those, one after the other, take 1 second.

You really should play with the concurrency a little bit, to accurately gauge the capacity of your site. Up to a certain degree of concurrency you'd expect the throughput to increase, as multiple requests get handled in parallel by IIS. E.g. if your server has multiple CPUs/cores. Also if a page relies on external IO (middle tier service, or DB calls) the cpu can work on one request, while another is waiting for IO to complete. At a certain point requests/sec will level off, with increasing concurrency, and you'll see latency increase. Increase concurrency even more and you'll see your throughput (req/sec) decrease, as the server has to devote more resources to juggling all these concurrent requests.

All that said, the majority of your requests return in about 2ms. That's pretty darn fast, so I am guessing there is not much going on in terms of DB or middle tier calls, and your system is probably maxed out on cpu when the test is running (or something is wrong, and failing really fast. Are you sure ab gets the response page you intend it to? I.e. is the page you think you are testing 1204 bytes large?). Which brings up another point: ab itself consumes cpu too, especially once you up the concurrency. So you want to run ab on another machine.

Also, should your site make external calls to middle tier services or DBs, you want to adjust your machine.config to optimize the number of threads IIS allocates:http://support.microsoft.com/default.aspx?scid=kb;en-us;821268

And just a little trivia: the time taken statistics is done in increments of ~16ms, as that appears to be the granularity of the timer used. I.e. 80% of your responses did not take 0ms, they took some time <16ms.