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Hyper Speed! When Big Data Blooms

NDC Conferences via YouTube

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This talk explains how Bloom filters support fast, space-efficient processing of high-volume telemetry. It covers their setup and calculations, along with related probabilistic data structures.

Syllabus

Intro
XSS (Cross-Site Scripting)
Content Security Policy
Controlling JavaScript
Control Everything
Knowledge is Power
Violation Reporting
Scale Up
Handling Volume
Bloom Filters to the Rescue!
Hash Functions
Probabilistic Data Structure
Setting up your Bloom Filter
Calculating Values
Calculating w
Real World Examples
Counting Bloom Filter
Cuckoo Filter
Count-Min Sketch
HyperLogLog
The Bloom Filter

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NDC Conferences

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