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probability algorithm

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Sohu Tech Products
Sohu Tech Products
May 7, 2025 · Backend Development

Design and Implementation of a Scalable Lottery Activity Platform

The article describes how the FoxFriend team built a scalable, configurable lottery‑activity platform that replaces manual feed‑based draws with a modular micro‑service architecture, featuring a flexible prize‑tier data model, pre‑occupied inventory buckets, multi‑tenant isolation, high‑concurrency stock deduction, user risk controls, accurate probability handling, and a roadmap toward AI‑driven optimization.

Distributed Lockbackend-developmentlottery system
0 likes · 25 min read
Design and Implementation of a Scalable Lottery Activity Platform
NetEase Yanxuan Technology Product Team
NetEase Yanxuan Technology Product Team
Jul 25, 2022 · Big Data

Probability Algorithms in Big Data: BloomFilter and Count-min Sketch Applications

The article explains how space‑efficient probabilistic structures such as BloomFilter and Count‑min Sketch enable large‑scale data deduplication, join pruning, real‑time idempotent filtering, and approximate top‑K analytics by trading modest accuracy loss for dramatically reduced storage and faster computation.

BloomFilterCount-Min SketchJoin Optimization
0 likes · 12 min read
Probability Algorithms in Big Data: BloomFilter and Count-min Sketch Applications