![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9716569/los-angeles.jpeg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9716597/circle-k.jpeg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9716581/taco-truck.jpeg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9716586/randys-donuts.jpeg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9716625/long-beach.png)
(artist: Hiroshi Nagai)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/7505416/developers_crop.jpeg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9716895/hello.jpg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/7535228/unicodeconsortium.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/7535229/tc39.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/7535230/openjsf.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/7535231/nodejs.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9716533/pdxnode.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9716535/webaudiopdx.jpeg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8103674/mcfly-fam.jpg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8103699/back4.png)
(Paul Irish, Elizabeth Sweeny: Google I/O 2019)
The speed it takes to load a page:
How easy it is to find what I'm looking for:
How well the site fits my screen:
How simple the site is to use:
How attractive the site looks:
75%
66%
61%
58%
24%
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9723135/matterstopeople.jpg)
(Paul Irish, Elizabeth Sweeny: Google I/O 2019)
1s to 3s : the probability of bounce increases
1s to 5s : the probability of bounce increases
1s to 6s : the probability of bounce increases
1s to 10s : the probability of bounce increases
32%
90%
106%
123%
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9723176/page-load-time.jpg)
Pinterest saw a
sign-up increase by reducing the user's perceived wait time by
15%
-40%
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9723205/matterstobusiness.jpg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/7670280/architect.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104232/1.gif)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9722499/initialassumptions.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8105791/2.gif)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8105795/3.gif)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8105800/4.gif)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8105802/5_copy.gif)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9719903/1000-potato.gif)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9722626/loadrender.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8103787/phone.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9719913/Screenshot_20220719-151035.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8798276/computer-blow-up.gif)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8105560/6.gif)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9722198/start-here.jpg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8105560/6.gif)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9719413/Untitled_Artwork_7.jpg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8105566/7.gif)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9719415/Untitled_Artwork_8.jpg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8105573/8.gif)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9719416/Untitled_Artwork_9.jpg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8007214/human-feedback-loop.jpg)
(source: the humanbenchmark study)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9719413/Untitled_Artwork_7.jpg)
Mental Chronometry
The average human response time is
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9724819/Untitled_Artwork_7.jpg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8034009/Screen_Shot_2020-12-10_at_7.56.19_PM.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8034015/pointer.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8034015/pointer.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8034015/pointer.png)
(Chromium Dev Tools profiling twitter.com)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9724828/oval.png)
Goal: ~3s
Total:
Humans
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8105647/9.gif)
(Google's optimal mobile performance benchmark)
There's less of a latency budget than you think.
(Microsoft Research: Applied Sciences Group, 2012)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8103962/latency_copy.gif)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9719415/Untitled_Artwork_8.jpg)
Goal: ~3s
Total: 50ms
Humans
Hardware
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8105653/10.gif)
Goal: ~3s
Total: 2.6s
Humans
Hardware
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8105678/11.gif)
(Mach Metrics: Average time to first bite on mobile in 2021)
(Cloudflare: Serverless cold start average)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9719442/Untitled_Artwork_11.jpg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9722253/mobile-load-time.jpg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9724859/av-mobile-load.png)
Average page load time on mobile:
(Google: average mobile page load time)
Goal: ~3s
Total: 3.9s
Humans
Hardware
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8105703/12.gif)
Web Apps
Goal: ~3s
Total: 12.2s
Humans
Hardware
Web Apps
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8105710/13.gif)
Goal: ~3s
Total: 14.9s
Humans
Hardware
Web Apps
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8105716/14.gif)
Goal: ~3s
Total: 15.3s
Humans
Hardware
Web Apps
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8105718/15.gif)
Goal: ~3s
Total: 16.3s
Humans
Hardware
Web Apps
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9722275/18-correct.gif)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8106526/17_loop.gif)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8105769/18-5.gif)
Other relevant latencies are
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9724918/hardtotrack.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104249/bandwidth.png)
adds of latency to the average packet (500b)
(Noction: Network latency and its effect on application performance)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9724977/120miles.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9724978/1ms.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104265/19_copy.gif)
Africa
Middle East
Europe
LATAM
North America
(Heavy Traffic)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8104255/bit-icon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9723243/regional-network-congestion.jpg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8034141/house.jpg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8034131/netflix1.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8034130/netflix5.jpg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8034129/netflix4.jpg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8034153/man-screaming-phone_1194-593.jpg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8034156/pointer_flip.png)
Your app's user
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9723256/local-congestion.jpg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9722299/realusermonitoring.jpg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9722319/frontendobservability.jpg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9722448/your-app.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9722486/real-user-monmon.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/6114810/everythingacomputercando.gif)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9741935/Untitled_Artwork_2.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9736791/dd-rum.gif)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9741937/Untitled_Artwork_4.png)
Wowie Zowie!
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9736782/dylan.jpeg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9736791/dd-rum.gif)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9737127/Screen_Shot_2022-07-27_at_10.37.03_PM.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9736779/tux.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9741941/Untitled_Artwork_5.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9741943/Untitled_Artwork_6.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9741946/Untitled_Artwork_8.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9741949/Untitled_Artwork_9.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9741954/Untitled_Artwork_10.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9741968/Screen_Shot_2022-07-30_at_4.42.17_PM.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9741972/Untitled_Artwork-1.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9741973/Untitled_Artwork-1_2.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9741969/Screen_Shot_2022-07-30_at_4.44.04_PM.png)
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Telegraf
Time-Series Data Polling & Collection -or- Incoming Data Source Handler
InfluxDB
A high-write-frequency Time-Series DataBase
Chronograf
Data Visualization Platform (Dashboards)
Kapacitor
Alert Monitoring (using thresholds or inactivity)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9741986/Untitled_Artwork_14.png)
A Data Source
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742030/Untitled_Artwork_15.png)
A Data Store and/or Handler
(TSDB ingestion service or API)
A Data Visualization Tool
where you can set alerts
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8034015/pointer.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8034015/pointer.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8034015/pointer.png)
(signups, posts, logins, etc)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742055/Untitled_Artwork_16.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742058/Untitled_Artwork_17.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9737206/usergroup_copy.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742059/Untitled_Artwork_18.png)
(Photograph by Will Van Overbeek)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742080/Untitled_Artwork_19.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742081/influx.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742082/TelegrafTiger.png)
InfluxDB OSS API
Telegraf
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742081/influx.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742082/TelegrafTiger.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742081/influx.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742097/cloudflare.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742098/cisco.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742099/ibm2.jpeg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742102/Untitled_Artwork_20.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742105/prometheus.png)
Grafana
Prometheus
Chronograf
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742111/chronograf.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742112/kapacitor.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742115/chronograf.png)
+
Chronograf + Kapacitor
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742120/Untitled_Artwork_21.png)
Like PerformanceObserver
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742124/Untitled_Artwork_24.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8034015/pointer.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742138/Screen_Shot_2022-07-30_at_10.21.13_PM.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742139/Untitled_Artwork_26.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742144/Screen_Shot_2022-07-30_at_10.44.08_PM.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742150/Untitled_Artwork_28.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742141/Screen_Shot_2022-07-30_at_10.36.19_PM.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742151/Untitled_Artwork_29.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742157/Untitled_Artwork_30.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742160/Screen_Shot_2022-07-30_at_11.11.10_PM.png)
github.com/DataDog/browser-sdk
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742162/Screen_Shot_2022-07-30_at_11.16.26_PM.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742168/Untitled_Artwork_31.png)
https://github.com/DataDog/datadog-agent
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742202/Screen_Shot_2022-07-31_at_12.01.32_AM.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742204/Untitled_Artwork_32.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742208/Screen_Shot_2022-07-31_at_12.11.18_AM.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742209/Untitled_Artwork_33.png)
github.com/DataDog/browser-sdk/blob/main/packages/rum-core/src/rumEvent.types.ts
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742225/Untitled_Artwork_35.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742229/Screen_Shot_2022-07-31_at_12.30.06_AM.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742232/Untitled_Artwork_36.png)
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![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742245/Untitled_Artwork_40.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742246/kapacitor-dash.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742250/Untitled_Artwork_41.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742252/Untitled_Artwork_42.png)
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![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742287/Untitled_Artwork_44.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742304/Untitled_Artwork_45.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9742310/Untitled_Artwork_46.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8105782/5_copy.gif)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9723293/dontstarthere.jpg)
and get in the flow of
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8105783/16.gif)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9723356/whole-pipeline.jpg)
Real User Monitoring
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/8034015/pointer.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/497153/images/9719897/avatar.jpg)
Latency: What you can control on the front end (SCALE)
By Ben Michel
Latency: What you can control on the front end (SCALE)
- 631