SE2016 BigData Den Golotyuk "Big Data from 30 million daily users"
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Event: #SE2016 Stage: IoT & BigData Data: 2 of September 2016 Speaker: Den Golotyuk Topic: Big Data from 30 million daily users INHACKING site: https://inhacking.com SE2016 site: http://se2016.inhacking.com/
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SE2016 BigData Den Golotyuk "Big Data from 30 million daily users"
- 2. i1 onthe.io
- 4. Our figures 1 year from zero 30m+ uniques across our customers apps 200 customers from USA/Europe/Asia
- 5. Big Data
- 9. i5 One source a year
- 11. Issues
- 12. Too complex tools... Tons of software addressing data collection and processing. Universal. Hard to setup. Hard to use.
- 17. i10 The gap
- 18. Analytics
- 19. i11 Bias
- 20. i12 Entropy
- 21. So we just get data do the complex stuff inside and get the simple answers outside
- 23. Behind us 2b daily request, 100Gb daily gzipped backups, 150 cloud and physical nodes
- 24. 4 engineers Microiterations. Microservices. Metrics driven.
- 25. i13
- 26. Stack Node, JS, PHP, Python, Vertica, Mysql, Mongo, Sphinx, Gearman, Redis, Statsd
- 27. Cloud
- 28. What we learned
- 29. 1. We’re dumb Hadoop, Spark, Cassandra, Elastic... too advanced for us
- 30. 2. Microservices as a management approach
- 31. 3. Expensive systems aren’t cool, they’re poor
- 32. 4. Most businesses don’t even know what questions to ask
- 33. 5. Nothing is really done in analytics, so join us
- 34. den@onthe.io .io