Define what a Data Stream Bloom Filter is and explain its primary purpose in data stream processing. Introduce the Flajolet-Martin Algorithm and its role in estimating the cardinality of a data stream.
Introduction In the world of big data, especially where data comes in streams (like social media feeds, sensor data, or transaction logs), traditional methods of data processing and storage often fall short. Two important tools used in such scenarios are the Data Stream Bloom Filter and the Flajolet-Martin Algorithm. These are used to process and […]