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This talk explains how Bloom filters support fast, space-efficient processing of very large data volumes. It covers insertion, probabilities, filter sizing, and related probabilistic structures through a telemetry infrastructure case study.
Syllabus
Intro
Title
The Problem
Crosssite Scripting
Coinhive
Magecart
Content Security Policy
JavaScript
Content Security
Report Uri
CSP Reports
How can we do this
Bloom Filters
Inserting Items
Probabilities
Bloom Filter Width
Bloom Filters Online
Akamai Case Study
Google Safe Browsing
Medium
Counting
Sketch
TopK
Hyperlog Log
QA Session
Taught by
NDC Conferences