Performance Analysis of the XHMster 44‑Top Algorithm for Real‑Time Data Processing
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XHamster has become one of the most popular websites in the adult entertainment industry, with millions of users visiting the site every day. The platform's popularity can be attributed to its vast collection of content, user-friendly interface, and features like live streaming and community engagement. Performance Analysis of the XHMster 44‑Top Algorithm for
The XHMster 44‑Top algorithm is a novel hierarchical‑matrix (XHM) approach designed to accelerate top‑k query processing on massive streaming data sets. By combining a 44‑layer adaptive partitioning scheme with a top‑heavy pruning strategy, XHMster 44‑Top achieves sub‑linear query latency while maintaining provable accuracy bounds. In this paper we present the algorithmic design, theoretical analysis, and an extensive empirical evaluation on synthetic and real‑world workloads. Results show up to speed‑up over state‑of‑the‑art top‑k methods with less than 1 % relative error. By combining a 44‑layer adaptive partitioning scheme with
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