Cindy Sridharan Profile picture
Jun 13, 2018 9 tweets 7 min read Read on X
Next up at #velocityconf its the one and only @jaqx0r - Google SRE extraordinaire on how best to monitor with SLO’s
The cost of maintenance of a system must scale sublinearly with the growth of the service - #velocityconf

At Google, Ops work needs to be less than 50% of the total work done by SRE
Once you have an SLO that’s really not an SLO since the users have come to expect better, then you’re unable to take any risks. Systems that are *too* reliable can become problematic too. #VelocityConf
Alerts need to be informed by both the SLO and the error budget. # velocityconf

At Google, burning an error budget within 24 hours is worth an alert.
How to monitor SLO burn with @PrometheusIO #velocityconf

The cumulative errors graph is the total number of errors received by the system

The third graph is the estimated threshold to alert at if the burn rate is exceeded in the next 24 hours
In a single process, you can attach GDB as a sidecar and observe what’s happening in the system.

For a distributed systems, there are there signals one generally emits - logs, metrics and traces (all a derivative of events). #velocityconf
Observability is the same as debugging. It’s an emerging property of a system.

Monitoring and alerting isn’t a substitute to debugging

Also, a classic @allspaw quote from @Monitorama

#velocityconf
“I go on call because it’s a tool for improving the product - not because I *likeI being on call” - @jaqx0r at #velocityconf

At google, there’s a limit of 2 pages per on-call shift.
“At google we talk about this idea of operational excellence - and you can make a career out of it.” -@jaqx0r at #velocityconf

TLDR - Error budgets are way better than cause based alerts. You get paged much less and when you do get paged, it’s for important stuff.

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More from @copyconstruct

Jun 13, 2018
The distributed real time telemetry challenge at NS1

- 5-700K data points per sec
- avg of 200K data points per second (terabytes per day)
- why an OpenTSDB approach failed (DDOS attack mitigation required more granular telemetry and per packet inspection)
- why ELK made sense
“Given all the problems we had, we decided that we needed to pick a tool that had a solid community behind it. We wanted to gain from a flourishing community and wanted to contribute back” - why ELk was chosen as a long term time series database at @NS1
openTSDB still wins hands down for analytics purposes but NS1 didn’t need that. OpenTSDB requires deep operational expertise to tune, scale and run which NS1 didn’t want to invest in.

The used the beats ecosystem (beats is the oss project from eBay, iirc)
Read 10 tweets
Jan 12, 2018
I'm at the developing developers event at Asana now.

It's for managers really and I'm not a manager nor ever want to be one - but came here for the unicorn stickers.

But if you're here and want to say, find me. 😃 I literally know no one at this event.
"My career consists of mostly throwing myself into chaos" -- @mipsytipsy at the developing developers event for managers

"I'm now the accidental CEO of a company" 😃
"I'm deathly afraid of irrelevance" - @rands
Read 23 tweets
Oct 21, 2017
Passion isn't a binary. It's a state of mind. Let's stop pretending there are "passionate" people and those who aren't.
There have been times I've felt incredibly "passionate" about certain technologies. And there have been times I've felt super low.
One's work environment or a tech community's environment can do a *lot* to foster passion. Passion can also be killed in toxic environments
Read 7 tweets

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