169: HyperLogLog – Beragampengetahuan

Intro topic: Testing your car battery

News/Links:

• Tech Layoffs still going on
• Real-time dreamy Cloudscapes with Volumetric Raymarching
• Robot Rascals
• Meta Quest 3 

Book of the Show

• Patrick:
  • HyperLogLog Paper
• Jason: 
  • Eureka! NVIDIA Research Breakthrough Puts New Spin on Robot Learning 

Patreon Plug https://www.patreon.com/programmingthrowdown?ty=h

Tool of the Show

• Patrick: 
  • Techtonica:
• Jason:
  • ESP32 development board:
  • WEMOS

Topic: HyperLogLog

• Motivation
  • Cardinality Counting
• LinearCounting
  • Hash + expectation of collision based on how full
  • Bloom Filter
• LogLog
  • Use first N bits as bucket
  • Use max sequential 0s in each bucket
  • Average
• HyperLogLog
  • Handle empty buckets
  • Use correction factor like linear counting for low counts (number of empty buckets) and high counts
• Distributing
  • Transfer bucket counts

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#HyperLogLog