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Hyper Speed - When Big Data Blooms

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Overview

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This talk explains how a reporting service uses Bloom filters and related data structures to process and deduplicate high volumes of client telemetry. It includes examples such as counting Bloom filters and Top-K queries.

Syllabus

Introduction
ReportURI
Crosssite scripting
Cryptojacking
Magecart
Javascript
Report URI
Processing 1 million reports a day
Deduplication
Have we seen this before
Bloom Filter
probabilistic data structure
onehitwonder
safe browsing
per user
pwned passwords
counting bloom filters
TopK
Hyperlog
Questions

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NDC Conferences

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