~/talk

Building an Analytics System for a High‑Load Media Platform

on YouTube 38m
TalkinRussianat HighLoad++ 2014 · 2014-10-31..11-01· [data-engineering, data-visualization]

speakers

name:O.Novikov
links:none on file
name:I.Saltanov
links:none on file

resources

video:https://youtu.be/4PhoBXGjhag
slides:none on file

summary

Describes building an in-house analytics system for a high-traffic media/social site (Sports.ru) after it became a social network with 12M monthly uniques. Covers collecting and unifying large volumes of event data, computing and visualizing media- and social-specific metrics, and using those metrics for site personalization when standard web analytics tools proved insufficient.

AI-written summary · about

chapters (15)

  1. 0:00Introduction
  2. 1:15Existing analytics problems
  3. 2:44Choosing Redshift
  4. 4:51Redshift architecture
  5. 7:41Data sources
  6. 10:36Processing pipeline
  7. 12:26Aggregation strategies
  8. 14:12Visualization
  9. 16:22Fake accounts detection
  10. 18:11Storage costs
  11. 19:18Team dashboards
  12. 23:12Data compliance
  13. 24:18Personalization use cases
  14. 26:00Cost and scalability
  15. 27:26Q&A

related talks

~/search
type to search 6,249 conferences, 138,987 speakers and 185,172 talks
~/help
cmdctrl k
search every conference, speaker and series
/
focus the filter search
h
home
c
conferences
s
speakers
e
series
t
light / dark — the status bar button does the same
?
this help
esc
close this, then clear every filter — or just the search, while you are typing in it

Ignored while you are typing. Pages without a filter rail have no search to focus.