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MurmurHash is optimized for speed and efficiency in hash tables
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MurmurHash is a non-cryptographic hash function developed by Austin Appleby in 2008. It is optimized for speed and designed for use in hash-based lookup operations like hash tables. The name comes from the basic operations it uses: multiply (MU) and rotate (R), hence MURMUR.
⚠️ Important: MurmurHash is a non-cryptographic hash function and should NOT be used for security-sensitive applications like password hashing, digital signatures, or any scenario requiring collision resistance. For security purposes, use cryptographic hash functions like SHA-256 or SHA-3.
MurmurHash is widely used in various applications where high-performance hashing is required:
| Application | Usage | 
|---|---|
| Hash Tables | Fast key hashing for hash-based data structures | 
| Bloom Filters | Efficient probabilistic data structure implementation | 
| Database Systems | Partitioning, sharding, and indexing operations | 
| Caching Systems | Key distribution and cache partitioning | 
| Load Balancing | Consistent hashing for distributed systems | 
| Algorithm | Type | Speed | Primary Use | 
|---|---|---|---|
| MurmurHash | Non-cryptographic | Very Fast | Hash tables, data structures | 
| FNV-1a | Non-cryptographic | Fast | Hash tables, checksums | 
| CityHash | Non-cryptographic | Very Fast | String hashing | 
| SHA-256 | Cryptographic | Slow | Security, certificates | 
| MD5 | Cryptographic (broken) | Medium | Checksums, legacy systems | 
32-bit output, ideal for most hash table applications and general-purpose hashing
64-bit output, provides better distribution for larger datasets
128-bit output, used in specialized applications requiring maximum distribution
💡 For high-performance applications requiring fast hashing with good distribution properties, MurmurHash is an excellent choice. For security-critical applications, always use cryptographic hash functions like SHA-256 or SHA-3.
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