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hi.
hi. 
dave@librato.com 
@davejosephsen 
github: djosephsen 
Graphing
Graphing Nagios 
dave@librato.com 
@davejosephsen 
github: djosephsen
Graphing Nagios
Design Patterns for Metrics 
Processing
Things that extract, 
transport and process 
Things that measure Things that store and graph 
All of the above
Today At 4:30
Pattern1: Centralized Polling
Pattern1: Centralized Polling
Pattern1: Centralized Polling
Pattern1: Centralized Polling
Pattern1: Centralized Polling 
you ok?
Pattern1: Centralized Polling 
you ok? 
yup.
Pattern1: Centralized Polling 
you ok? 
yup.
Pattern1: Centralized Polling 
Hey, I said you ok?
Pattern1: Centralized Polling 
DUDE HELLO?!
Pattern1: Centralized Polling 
host[2] is NOT OK
Pattern1: Centralized Polling 
ya ok?
Pattern1: Centralized Polling 
Yeah I’m ok | rta=50.582001ms; pl=0%;0 
data)
Pattern1: Centralized Polling 
(performance data) 
} 
Yeah I’m ok | rta=50.582001ms; pl=0%;0
Pattern1: Centralized Polling 
all good (perfdata)
Pattern1: Centralized Polling 
all good (perfdata)
Pattern1: Centralized Polling
Pattern1: Centralized Polling
Pattern1: Centralized Polling 
you ok? 
yup.
Pattern1: Centralized Polling 
<——Limits Resolution
Pattern1: Centralized Polling 
<——Limits Resolution 
<——Limits Scalability
Pattern2: Autonomous Agents
Pattern2: Autonomous Agents
Pattern2: Autonomous Agents
Pattern2: Autonomous Agents
Pattern2: Autonomous Agents
Pattern2: Autonomous Agents
Pattern2: Autonomous Agents 
Still Doesn’t Scale
Pattern3: The Rollup Pattern
Pattern3: The Rollup Pattern
Pattern3: The Rollup Pattern
Pattern3: The Rollup Pattern
Pattern3: The Rollup Pattern
Pattern3: The Rollup Pattern
Pattern3: The Rollup Pattern
Pattern3: The Rollup Pattern
Pattern3: The Rollup Pattern
Pattern3: The Rollup Pattern 
gmond gmetad
Pattern3: The Rollup Pattern 
gmond gmetad
Pattern3: The Rollup Pattern 
gmond gmetad
Pattern3: The Rollup Pattern
Pattern3: The Rollup Pattern 
Complicated, and therefore 
Hard to reason about, and therefore 
Hard to Maintain
—>
That’s a server right? —>
That’s a thread —>
Auto-Scaling Group 1b-17 east 
instance-eaa6238ad5ff00 
instance-d3b07384d11 
instance-3edec49
instance-d3b07384d11 instance-3edec49 
ZOMG IT’S 4:00 ON FRIDAY! FINISH ALL THE WORKS!!
That already doesn’t 
exist anymore —>
Pattern 4: Emitter/Reporter
Instrumentation as code
output, _ := daves.function(input)
metric.time( output, _ := daves.function(input))
func handleInput(inBytes *[]byte, type string){! 
! 
if type == “A” {! 
handleTypeA(inBytes)! 
! 
} else if type == “B” {! 
handleTypeB(inBytes)! 
! 
}else if type == “C” {! 
handleTypeC(inBytes)! 
! 
}! 
}
func handleInput(inBytes *[]byte, type string){! 
! 
if type == “A” {! 
handleTypeA(inBytes)! 
! 
} else if type == “B” {! 
handleTypeB(inBytes)! 
! 
}else if type == “C” {! 
handleTypeC(inBytes)! 
! 
}! 
} 
aCounter.Inc(1) 
bCounter.Inc(1) 
cCounter.Inc(1)
rrdtool create target.rrd ! 
--start 1023654125 ! 
--step 300 ! 
DS:mem:GAUGE:600:0:671744 ! 
RRA:AVERAGE:0.5:12:24 ! 
RRA:AVERAGE:0.5:288:31
BOB.SOMEWHERE.COM
THROW METRICS 
HERE
THROW METRICS 
HERE
http://github.com/shawn-sterling/graphios
Carbon Whisper Graphite
Carbon 
2003/TCP
Carbon 
2003/TCP 
thing.cpu.load .021 1412366606 
format: 
<metric path>SPACE<metric value>SPACE<metric timestamp>
Carbon 
Whisper 
2003/TCP 
1412366606
Whisper 
1412366606
Whisper 
1412366606
Whisper 
1412366606
Whisper 
1412366606
1412366606
Whisper 
1412366606 
http://play.grafana.org
Woes
Woes
HTTP POST 
Carbon 
JSON+UDP
LevelDB, RocksDB, HyperLevelDB, or LMDB
select value from response_times 
where time > '2013-08-12 23:32:01.232' and 
time < '2013-08-13';
1 second, 1 year 
250MB
1 second, 1 year 
25GB 
100 Measurements
1 second, 1 year 
2.5TB 
100 Measurements 
100 servers
2.5TB
| | 2 miutes 
10 Seconds 
| | 
| | 1 minute
(stored for 1 year) 
1-minute resolution data 
| | | | 
10-second resolution data 
(stored for 24 hours)
1-minute, 10cents/month 
5-minute, 5cents/month 
Whitelist metrics here
Questions?

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