{"id":11915,"date":"2019-01-21T10:00:06","date_gmt":"2019-01-21T09:00:06","guid":{"rendered":"https:\/\/www.mainstream.rs\/?p=1787"},"modified":"2024-10-30T10:07:38","modified_gmt":"2024-10-30T10:07:38","slug":"trendovi-2019-data-lake-koncept-dobija-zamajac-u-srbiji","status":"publish","type":"post","link":"https:\/\/mainstream.eu\/sr\/blog\/trendovi-2019-data-lake-koncept-dobija-zamajac-u-srbiji\/","title":{"rendered":"Trendovi 2019: Data lake koncept dobija zamajac u Srbiji"},"content":{"rendered":"\n<p>Protekla godina je dala lep \u0161lagvort za dalju, predstoje\u0107u &#8222;klaudizaciju&#8220; Srbije: zastupljenost cloud tehnologija u realnom sektoru je zna\u010dajno porasla, cloud tehnologije vi\u0161e ne gledamo kao ne\u0161to iz budu\u0107nosti ve\u0107 ih prihvatamo kao realnost i sada\u0161njost, bezbednost clouda je u zna\u010dajnoj meri demistifikovana. <strong>U 2019. godini mo\u017eemo da o\u010dekujemo ve\u0107i broj doma\u0107ih kompanija da usvoji neku od raspolo\u017eivih cloud tehnologija, dok <em>Data lake<\/em> kao oblast polako dobija zamajac.<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u0160ta je Data lake?<\/p>\n\n\n\n<p>Data lake \u010duva podatke na jedan nestruktuiran na\u010din, bez utvr\u0111ene hijerarhije podataka ili bilo kakve organizacije i kategorizacije podataka. Dakle, podaci se nalaze u svojoj osnovnoj formi, nisu obra\u0111eni, nisu tipolo\u0161ki jednaki i dolaze od najrazli\u010ditijih izvora.<\/p>\n<\/blockquote>\n\n\n\n<p>Sli\u010dna situacija je i na svetskom nivou. Ako je verovati ekspertima sa globalnog tr\u017ei\u0161ta, u predstoje\u0107oj godini mo\u017eemo o\u010dekivati promenu pona\u0161anja kada su u pitanju podaci kompanija. Naime u novoj godini, predvi\u0111a se pove\u0107ano interesovanje za Data lake u prakti\u010dnijem smislu, gde je cloud prepoznat kao optimalno okru\u017eenje. <strong>Pored toga procenjuje da \u0107e Hybrid cloud kao kombinacija Public i Private cloud-a, postati optimalan izbor za donosioce odluka<\/strong>. Tako\u0111e, da \u0107e napredni analiti\u010dki alati na\u0107i ve\u0107u primenu u razli\u010ditim poslovnim procesima kompanija.<\/p>\n\n\n\n<p>Razli\u010diti <em>Big Data<\/em> koncepti i konstantne inovacije na globalnom tr\u017ei\u0161tu \u010dine da tehnologije brzo zastarevaju, ali danas vi\u0161e nego ikada pre &#8211; informacija postaje neprocenjiva. Zahvaljuju\u0107i ogromnim koli\u010dinama podataka koje skupljaju i analiziraju, kompanije dobijaju \u0161ansu da se istaknu u moru sli\u010dnih brendova.<\/p>\n\n\n\n<p>&#8211; <em>Srbija kasni za svetskim trendovima, ali doma\u0107e kompanije postepeno uvi\u0111aju da se u podacima nalazi mo\u0107, da oni nose vrednost za poslovanje u 21. veku, te da im mogu biti od velike pomo\u0107i za dostizanje konkurentnosti i dono\u0161enje strate\u0161ki pametnih, informisanih odluka<\/em> &#8211; mi\u0161ljenje je <a href=\"https:\/\/www.linkedin.com\/in\/ljubisa\/\">Ljubi\u0161e Radivojevi\u0107a<\/a>, izvr\u0161nog direktora i jednog od osniva\u010da kompanije Mainstream-a.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<span class=\"ez-toc-title-toggle\"><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/mainstream.eu\/sr\/blog\/trendovi-2019-data-lake-koncept-dobija-zamajac-u-srbiji\/#Glavne_predikcije_koje_ce_uticati_na_kompanijske_podatke_u_2019_godini_su\" >Glavne predikcije koje \u0107e uticati na kompanijske podatke u 2019. godini su:<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Glavne_predikcije_koje_ce_uticati_na_kompanijske_podatke_u_2019_godini_su\"><\/span><span style=\"text-decoration-line: underline;\">Glavne predikcije koje \u0107e uticati na kompanijske podatke u 2019. godini su:<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Data lake postaje neophodnost u poslovanju<\/h3>\n\n\n\n<p><a href=\"https:\/\/www.mainstream.rs\/blog\/3-takeaway-a-sa-dogadjaja-data-lake-realnost-savremenog-poslovanja\/\">Data lake<\/a> \u0107e i u 2019. godini biti goru\u0107a tema za kompanije, me\u0111utim umesto mehani\u010dkog prihvatanja koncepta, fokus \u0107e biti na njegovoj prakti\u010dnoj eksploataciji putem naprednih analiti\u010dkih alata. Konsolidovani podaci \u0107e se promi\u0161ljeno koristiti primenom jasnih politika upotrebe. Tako\u0111e se predvi\u0111a da \u0107e se sve vi\u0161e Data lake-ova formirati ili migrirati na cloud kao okru\u017eenje koje je najpogodnije za primenu ovog koncepta. Kao glavni razlog za to navodi se fleksibilnost infrastrukture koja prati potrebe Data lake-a, a pritom obezbe\u0111uje sigurnost i bezbednost celokupnog sistema.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Hybrid cloud postaje <em>de facto<\/em> op\u0161te okru\u017eenje<\/h3>\n\n\n\n<p>Kada je u pitanju cloud, predvi\u0111a se da \u0107e se sve vi\u0161e kompanija opredeliti za Hybrid cloud okru\u017eenje. Eksperti prime\u0107uju da \u0107e kompanije deo svojih aplikacija migrati nazad sa public na private cloud, a kao glavni razlog veruju da \u0107e to biti te\u017enja rukovodilaca da dodatno osiguraju osetljive podatke. Na osnovu navedenog, u okviru Hybrid cloud okru\u017eenja aplikacije koje optimalno funkcioni\u0161u u public cloud-u mogu tu i ostati, dok aplikacije koje se baziraju na osetljivim informacijama mogu biti na private cloud-u. Na taj na\u010din se objedinjuju <a href=\"https:\/\/www.mainstream.rs\/blog\/glavni-benefiti-cloud-tehnologije-za-kompanije\/\">benefiti oba re\u0161enja<\/a> i kreira se okru\u017eenje koje je optimalno za sve aplikacije.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Upotreba AI i ML re\u0161enja u poslovnim procesima<\/h3>\n\n\n\n<p>U 2018. godini posmatrali smo kako vreme, tro\u0161kovi i radno-intezivni procesi uti\u010du na neefikasnost analize podataka. Automatizacija, <em>Artificial Intelligence<\/em> i <em>Machine Learning<\/em> dokazuju se ne samo po brzini, ve\u0107 i po preciznosti. Usled toga, u 2019. godini primeti\u0107e se porast njihove primene u razli\u010ditim poslovnim procesima kompanija. Ovo je u skladu sa op\u0161tim trendom prelaska iz rigidnih poslovnih procesa u dinami\u010dne poslovne procese i operacije koje se baziraju na istorijskom u\u010denju. Kako sve vi\u0161e kompanija (ali i vlada) koristi AI i ML algoritme, tako\u0111e \u0107e biti ve\u0107i fokus na transparentnosti podataka koji su kori\u0161\u0107eni za done\u0161enje odluke.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Data lake \u010duva podatke na jedan nestruktuiran na\u010din, bez utvr\u0111ene hijerarhije podataka ili bilo kakve organizacije i kategorizacije podataka.<\/p>\n","protected":false},"author":1,"featured_media":1820,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[14],"tags":[44,77,45,89],"class_list":["post-11915","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data","tag-cloud","tag-data-lake","tag-mainstream","tag-napredna-analitika"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Trendovi 2019: Data lake koncept dobija zamajac u Srbiji - 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