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1. NEXUS DSA — Distributed Search Engine

   NEXUS is a production-grade, full-text and semantic search engine built from scratch, implementing advanced data structures and distributed systems concepts. It focuses on probabilistic optimization, sub-millisecond latency, and hybrid AI-powered search. The project demonstrates core technologies like LSM Trees, Bloom Filters, HNSW Graphs, and W-TinyLFU caches, integrated into a high-performance pipeline. It also includes a LeetCode algorithm library with implementations of classic interview patterns and provides insights into distributed crawling and persistent storage.

   2026-03-13 Tags: search engine, data structures, distributed systems, lsm tree, bloom filter, hnsw, w-tinylfu, pagerank, algorithm, crawler, performance by klotz
2. Generic Load/Save Functions - Spark 3.2.0 Documentation

   usersDF.write.format("orc")
   .option("orc.bloom.filter.columns", "favorite_color")
   .option("orc.dictionary.key.threshold", "1.0")
   .option("orc.column.encoding.direct", "name")
   .save("users_with_options.orc")
   Find full example code at "examples/src/main/scala/org/apache/spark/examples/sql/SQLDataSourceExample.scala" in the Spark repo

   2021-12-01 Tags: spark, orc, bloom filter, parquet, hadoop by klotz
3. RedisBloom - Probabilistic Datatypes Module for Redis

   2021-03-16 Tags: redis, bloom filter, data, probabilistic by klotz
4. Approximately Detecting Duplicates for Streaming Data using Stable Bloom Filters

   2021-02-11 Tags: bloom filter, duplicates, streaming, approximate algorithms, machine learning, production engineering by klotz
5. Towards a scalable Bloom filter | Object survivor space

   https://www.eecs.harvard.edu/~michaelm/postscripts/rsa2008.pdf

   2020-03-16 Tags: bloom filter, hash, java by klotz
6. Less Hashing, Same Performance: Building a Better Bloom Filter

   Adam Kirsch,* Michael Mitzenmacher†

   2020-03-16 Tags: bloom filter, hash by klotz
7. A neural data structure for novelty detection

   2020-03-12 Tags: bloom filter, neuroscience, drosophila, ontology by klotz
8. Bloom Filter-Assisted Joins with PySpark - Tech at Magnetic

   2018-04-16 Tags: bloom filter, spark, python, hadoop by klotz
9. GitHub - willf/bloom: Go package implementing Bloom filters

   2018-02-22 Tags: golang, bloom filter, github by klotz
10. bloom filter - Spark and BloomFilter sharing - Stack Overflow

    Example Bloom Filter use in Spark 2.0

    2017-04-04 Tags: spark, bloom filter, scala by klotz

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