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mininet/examples/cpu.py
T
Bob Lantz 21086cd79e Reduce CPU so that iperf client is CPU bound
If we want to observe a monotonic affect, we should
make sure that we are in fact CPU limited where it
matters. In this case, we are CPU limiting the hosts,
and the iperf client uses a lot of CPU. We need to
reduce the CPU allocation so that iperf is in fact
CPU bound.

We also correct the CPU allocation so that the client
and server each receive 50% of the total. Previously
we were specifying the per-host CPU allocation, so
45% meant we were allocating 90% of the overall CPU,
which seems a bit confusing. On the other hand, now
at 40% each host gets 20% of the CPU, which could also
be considered slightly confusing!

Although the client transmit rate is going to be the
limiting factor, we still measure the received data
rate at the server, because that is more interesting
than the initial burst of buffering at the client.
Measuring at the server becomes more important as
we reduce the iperf time.

The output is also changed slightly, and the test has
been updated appropriately.
2016-08-24 23:59:02 -07:00

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Python
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#!/usr/bin/python
"""
cpu.py: test iperf bandwidth for varying cpu limits
Since we are limiting the hosts (only), we should expect the iperf
processes to be affected, as well as any system processing which is
billed to the hosts.
We reserve >50% of cycles for system processing; we assume that
this is enough for it not to affect results. Hosts are limited to
40% of total cycles, which we assume is enough to make them CPU
bound.
As CPU performance increases over time, we may have to reduce the
overall CPU allocation so that the host processing is still CPU bound.
This is perhaps an argument for specifying performance in a more
system-independent manner.
It would also be nice to have a better handle on limiting packet
processing cycles. It's not entirely clear to me how those are
billed to user or system processes if we are using OVS with a kernel
datapath. With a user datapath, they are easier to account for, but
overall performance is usually lower.
Although the iperf client uses more CPU and should be CPU bound (?),
we measure the received data at the server since the client transmit
rate includes buffering.
"""
from mininet.net import Mininet
from mininet.node import CPULimitedHost
from mininet.topolib import TreeTopo
from mininet.util import custom, waitListening, pmonitor
from mininet.log import setLogLevel, info
def bwtest( cpuLimits, period_us=100000, seconds=10 ):
"""Example/test of link and CPU bandwidth limits
cpu: cpu limit as fraction of overall CPU time"""
topo = TreeTopo( depth=1, fanout=2 )
results = {}
for sched in 'rt', 'cfs':
info( '*** Testing with', sched, 'bandwidth limiting\n' )
for cpu in cpuLimits:
# cpu is the cpu fraction for all hosts, so we divide
# it across two hosts
host = custom( CPULimitedHost, sched=sched,
period_us=period_us,
cpu=.5*cpu )
try:
net = Mininet( topo=topo, host=host )
# pylint: disable=bare-except
except:
info( '*** Skipping scheduler %s\n' % sched )
break
net.start()
net.pingAll()
hosts = [ net.getNodeByName( h ) for h in topo.hosts() ]
client, server = hosts[ 0 ], hosts[ -1 ]
info( '*** Starting iperf with %d%% of CPU allocated to hosts\n' %
( 100.0 * cpu ) )
# We measure at the server because it doesn't include
# the client's buffer fill rate
popen = server.popen( 'iperf -yc -s -p 5001' )
waitListening( client, server, 5001 )
popen.stdout.readline() # ignore empty result from waitListening/telnet
client.cmd( 'iperf -yc -t %s -c %s' % ( seconds, server.IP() ) )
result = popen.stdout.readline().split( ',' )
bps = float( result[ -1 ] )
popen.terminate()
net.stop()
updated = results.get( sched, [] )
updated += [ ( cpu, bps ) ]
results[ sched ] = updated
return results
def dump( results ):
"Dump results"
fmt = '%s\t%s\t%s\n'
info( '\n' )
info( fmt % ( 'sched', 'cpu', 'received bits/sec' ) )
for sched in sorted( results.keys() ):
entries = results[ sched ]
for cpu, bps in entries:
pct = '%d%%' % ( cpu * 100 )
mbps = '%.2e' % bps
info( fmt % ( sched, pct, mbps ) )
if __name__ == '__main__':
setLogLevel( 'info' )
# These are the limits for the hosts/iperfs - the
# rest is for system processes
limits = [ .5, .4, .3, .2, .1 ]
out = bwtest( limits )
dump( out )