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  2. Hash table - Wikipedia

    en.wikipedia.org/wiki/Hash_table

    Separate chaining hash tables suffer gradually declining performance as the load factor grows, and no fixed point beyond which resizing is absolutely needed. [ 9 ] With separate chaining, the value of α max {\displaystyle \alpha _{\max }} that gives best performance is typically between 1 and 3.

  3. Coalesced hashing - Wikipedia

    en.wikipedia.org/wiki/Coalesced_hashing

    In a separate chaining hash table, items that hash to the same address are placed on a list (or "chain") at that address. This technique can result in a great deal of wasted memory because the table itself must be large enough to maintain a load factor that performs well (typically twice the expected number of items), and extra memory must be used for all but the first item in a chain (unless ...

  4. Open addressing - Wikipedia

    en.wikipedia.org/wiki/Open_addressing

    Hash collision resolved by linear probing (interval=1). Open addressing, or closed hashing, is a method of collision resolution in hash tables.With this method a hash collision is resolved by probing, or searching through alternative locations in the array (the probe sequence) until either the target record is found, or an unused array slot is found, which indicates that there is no such key ...

  5. Linear probing - Wikipedia

    en.wikipedia.org/wiki/Linear_probing

    Linear probing is a component of open addressing schemes for using a hash table to solve the dictionary problem.In the dictionary problem, a data structure should maintain a collection of key–value pairs subject to operations that insert or delete pairs from the collection or that search for the value associated with a given key.

  6. Universal hashing - Wikipedia

    en.wikipedia.org/wiki/Universal_hashing

    For any fixed set of keys, using a universal family guarantees the following properties.. For any fixed in , the expected number of keys in the bin () is /.When implementing hash tables by chaining, this number is proportional to the expected running time of an operation involving the key (for example a query, insertion or deletion).

  7. Hash collision - Wikipedia

    en.wikipedia.org/wiki/Hash_collision

    It is a similar idea to the separate chaining methods, although it does not technically involve the chained lists. In this case, instead of chained lists, the hash values are represented in a contiguous list of items. This is better suited for string hash tables and the use for numeric values is still unknown. [10]

  8. Quadratic probing - Wikipedia

    en.wikipedia.org/wiki/Quadratic_probing

    For prime m > 2, most choices of c 1 and c 2 will make h(k,i) distinct for i in [0, (m−1)/2]. Such choices include c 1 = c 2 = 1/2, c 1 = c 2 = 1, and c 1 = 0, c 2 = 1. However, there are only m /2 distinct probes for a given element, requiring other techniques to guarantee that insertions will succeed when the load factor exceeds 1/2.

  9. CCM mode - Wikipedia

    en.wikipedia.org/wiki/CCM_mode

    CCM mode (counter with cipher block chaining message authentication code; counter with CBC-MAC) is a mode of operation for cryptographic block ciphers. It is an authenticated encryption algorithm designed to provide both authentication and confidentiality. CCM mode is only defined for block ciphers with a block length of 128 bits. [1] [2]