20.500.12556/RUL-130490 Obdelava velikih količin podatkov v skoraj realnem času Near real-time processing of large amounts of data V času, ko količina generiranih podatkov na spletu narašča tako hitro kot še nikoli, je toliko bolj pomembno, da je obdelava le teh kar se da hitra. Opišemo implementacijo celostnega sistema, ki bo specializiran za obdelavo pretočnih podatkov v skoraj realnem času, in bo vključeval po eno orodje za vsak del: pridobivanje, obdelava, shranjevanje in vizualizacija. Posamezna orodja so utemeljeno izbrana na podlagi našega realnega primera uporabe sistema, ki je obdelava čivkov (tweet), ki nastanejo na omrežju Twitter v času nogometne tekme. Na primeru uporabe tudi prikažemo analize in vizualizacije, ki jih omogoča implementiran sistem. Zaključimo s prikazom nekaj metrik našega sistema v času obdelave. Today, the amount of data generated on the web is growing as fast as ever, therefore it's utmost important that the processing is as fast as possible. We describe the implementation of an end-to-end system, which will specialize in near real-time processing big data, and will include one framework for each part: retrieval, processing, storage and visualization. The individual frameworks are selected on the basis of our use case of the system, which is the processing of tweets generated on social network Twitter during a football match. For our use case, we also show the analyses and visualizations possible by our system. We end with displaying some of the system metrics gathered during our system's execution. veliki podatki obdelava skoraj realni čas Twitter nogomet big data processing near real-time Twitter football true false false Slovenski jezik Angleški jezik Diplomsko delo/naloga 2021-09-15 12:00:00 2021-09-15 12:00:02 2022-09-09 04:16:41 0000-00-00 00:00:00 2021 0 0 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 31681 78022915 Habjan_Anze_-_Obdelava_velikih_kolicin_podatkov_v_skoraj_realnem_casu.pdf Habjan_Anze_-_Obdelava_velikih_kolicin_podatkov_v_skoraj_realnem_casu.pdf 1 BBD629DA72BCD2EAADF2D8E1052147F6 82d01fc5c2b5470c8403394f83350dc33ef3064d62e756da2f6f2ae50579dfa4 6fcfe184-160b-11ec-a523-00155dcfd717 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=147608 Fakulteta za računalništvo in informatiko 0 0 0