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National Repository of Grey Literature

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Column-oriented and Image Data Format Benchmarks Tarageľ, Marián ; Bartl, Vojtěch (referee) ; Špaňhel, Jakub (advisor) Cieľom tejto bakalárskej práce je ohodnotiť rôzne dátové formáty pre ukladanie tabulárnych a obrazových dát. K zvládnutiu tejto úlohy táto práca navrhuje nový benchmark dátových formátov. Benchmark je rozdelený do troch benchmarkových skupín. Tie zahŕňajú benchmark nekomprimovaných tabulárnych formátov, komprimovaných tabulárnych formátov a benchmark obrazových úložísk. Celkové výsledky tabulárnych benchmarkov naznačujú, že najlepší tabulárny formát pre rýchle ukladanie a čítanie je Feather a najviac pamäťovo efektívny je Parquet. Výsledky benchmarkov ukladania obrázkov ukazujú, že najrýchlejšie úložisko obrázkov je v SQLite a najmenej miesta vyžaduje formát PNG. Výsledky tejto práce môžu prispieť k lepšiemu pochopeniu správania sa rôznych dátových formátov a pomôcť pri výbere správneho formátu pre tabulárne a obrazové dáta. Detailed record

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