sysdesign-top-k-count-min-sketch
CommunityReal-time top-K dashboards with bounded memory.
Authordanilods
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Efficiently design real-time top-K dashboards over high-cardinality event streams using a count-min sketch to bound memory while maintaining acceptable accuracy.
Core Features & Use Cases
- Count-min sketch sizing and evaluation for high-cardinality streams.
- Kappa vs Lambda architecture choices with checkpointing.
- Serving from sealed windows with late-event handling and a clear recovery path.
Quick Start
Configure a real-time top-K pipeline using a count-min sketch with a Kappa architecture and enable periodic checkpointing.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
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Please help me install this Skill: Name: sysdesign-top-k-count-min-sketch Download link: https://github.com/danilods/matilha-sysdesign-pack/archive/main.zip#sysdesign-top-k-count-min-sketch Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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