How does LZ77-based compression work? — LZ77 is a dictionary encoding algorithm, which is a statistical encoding algorithm. Compression in the LZ77 algorithm is based on the notion that strings of characters (words, phrases, etc.) occur repeatedly in the message being compressed. The input is partitioned into 2 segments: a search buffer and a look-ahead buffer. The search buffer maxes out at 32KB. Starting with one character in the LA buffer, it looks back in the search buffer to find a copy of the symbol. If one is found, it looks at the second symbol of the LA buffer to see if it also matches the predecessor. Using this method, it can detect long phrases of symbols and encode them as one unit. This process implicitly creates a rolling statistical probability for each symbol/phrase.

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Google Interview

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