A hash algorithm is a method that converts input data of arbitrary length into a fixed-length hash value. xxHash is a non-cryptographic hash algorithm designed specifically for quick calculation of hash values for large datasets. It features excellent speed, zero dependencies, and superior distribution characteristics, supporting a streaming computation model and implementations in various programming languages. It is suitable for scenarios that require high computational performance for data integrity checks, data stream analysis, and key-value pair retrieval.