{"id":582,"date":"2024-06-26T20:02:23","date_gmt":"2024-06-26T23:02:23","guid":{"rendered":"https:\/\/www.ecommerceupdate.com.br\/?p=582"},"modified":"2024-06-26T20:03:03","modified_gmt":"2024-06-26T23:03:03","slug":"o-que-e-big-data","status":"publish","type":"post","link":"https:\/\/www.ecommerceupdate.com.br\/lt\/o-que-e-big-data\/","title":{"rendered":"Kas yra dideli duomenys?"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><strong>Apibr\u0117\u017eimas:<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Didieji duomenys rei\u0161kia itin didelius ir sud\u0117tingus duomen\u0173 rinkinius, kuri\u0173 ne\u012fmanoma efektyviai apdoroti, saugoti ar analizuoti naudojant tradicinius duomen\u0173 apdorojimo metodus\u0160ie duomenys pasi\u017eymi savo apimtimi, grei\u010diu ir \u012fvairove, reikalaujan\u010diais pa\u017eangi\u0173 analitini\u0173 technologij\u0173 ir metod\u0173, kad b\u016bt\u0173 galima i\u0161gauti reik\u0161ming\u0105 vert\u0119 ir \u012f\u017evalgas.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Pagrindin\u0117 s\u0105voka:<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Did\u017ei\u0173j\u0173 duomen\u0173 tikslas - paversti didelius neapdorot\u0173 duomen\u0173 kiekius naudinga informacija, kuri\u0105 naudojant b\u016bt\u0173 galima priimti labiau pagr\u012fstus sprendimus, nustatyti modelius ir tendencijas bei sukurti naujas verslo galimybes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Pagrindin\u0117s funkcijos (\u201c5 Vs\u201d i\u0161 Big Data):<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">1. T\u016bris:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; Didelis sugeneruot\u0173 ir surinkt\u0173 duomen\u0173 kiekis.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2. Greitis:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; Duomen\u0173 generavimo ir apdorojimo greitis.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">3. \u012evairov\u0117:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; Duomen\u0173 tip\u0173 ir \u0161altini\u0173 \u012fvairov\u0117.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">4. Teisingumas:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; ^Duomen\u0173 patikimumas ir tikslumas.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">5. Vert\u0117:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; Geb\u0117jimas i\u0161gauti naudingas \u012f\u017evalgas i\u0161 duomen\u0173.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Did\u017ei\u0173j\u0173 duomen\u0173 \u0161altiniai:<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">1. Socialin\u0117 \u017einiasklaida:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; 4 Prane\u0161imai, komentarai, patinka, akcijos.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2. Daikt\u0173 internetas (IoT):<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; ^duomenys i\u0161 jutikli\u0173 ir prijungt\u0173 \u012frengini\u0173.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">3. Komerciniai sandoriai:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; (Pardavim\u0173, pirkim\u0173, mok\u0117jim\u0173 registrai.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">4. Moksliniai duomenys:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; ^^^ Eksperiment\u0173 rezultatai, klimato steb\u0117jimai.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">5. Sistem\u0173 \u017eurnalai:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; Veiklos IT sistemose \u012fra\u0161ai.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Technologijos ir \u012frankiai:<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">1. Hadoop:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; 5 Framework atviras \u0161altinis paskirstytam apdorojimui.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2. Apache kibirk\u0161tis:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; 2 Duomen\u0173 apdorojimo variklis atmintyje.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">3. NoSQL duomen\u0173 baz\u0117s:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; Nesantykiniai duomen\u0173 bankai nestrukt\u016brizuotiems duomenims.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">4. Ma\u0161ininis mokymasis:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; ''Numatomosios analiz\u0117s ir modelio atpa\u017einimo algoritmai.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">5. Duomen\u0173 vizualizacija:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; \u012erankiai vaizdiniam ir suprantamam duomen\u0173 atvaizdavimui.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Did\u017ei\u0173j\u0173 duomen\u0173 programos:<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">1. Rinkos analiz\u0117:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; Suprasti vartotoj\u0173 elgsen\u0105 ir rinkos tendencijas.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2. Operacij\u0173 optimizavimas:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; Proces\u0173 ir veiklos efektyvumo gerinimas.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">3. Suk\u010diavimo aptikimas:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; \u012etartin\u0173 finansini\u0173 operacij\u0173 modeli\u0173 nustatymas.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">4. Individualizuota sveikata:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; ^asmeninio gydymo genomini\u0173 ir ligos istorijos duomen\u0173 analiz\u0117.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">5. I\u0161manieji miestai:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; Tvarkyti eismo, energijos ir miesto i\u0161teklius.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Privalumai:<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">1. Duomenimis pagr\u012fstas sprendim\u0173 pri\u0117mimas:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; ''labiau informuoti ir tikslesni sprendimai.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2. Produkt\u0173 ir paslaug\u0173 naujov\u0117s:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; Pasi\u016blym\u0173 k\u016brimas labiau suderintas su rinkos poreikiais.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">3. Veiklos efektyvumas:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; Proces\u0173 optimizavimas ir s\u0105naud\u0173 ma\u017einimas.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">4. Tendencij\u0173 prognozavimas:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; Rinkos ir vartotoj\u0173 elgsenos poky\u010di\u0173 numatymas.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">5. Pritaikymas:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; ''Patyr\u0119 ir labiau individualizuoti pasi\u016blymai klientams.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>I\u0161\u0161\u016bkiai ir svarstymai:<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">1. Privatumas ir saugumas:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; Apsaugokite neskelbtinus duomenis ir laikykit\u0117s taisykli\u0173.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2. Duomen\u0173 kokyb\u0117:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; Surinkt\u0173 duomen\u0173 tikslumo ir patikimumo garantija.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">3. Techninis sud\u0117tingumas:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; ^reikia infrastrukt\u016bros ir speciali\u0173 \u012fg\u016bd\u017ei\u0173.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">4. Duomen\u0173 integravimas:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; Duomen\u0173 i\u0161 skirting\u0173 \u0161altini\u0173 ir format\u0173 derinimas.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">5. Rezultat\u0173 interpretavimas:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; ^ Reikia patirties, kad b\u016bt\u0173 galima teisingai interpretuoti analizes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Geriausia praktika:<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">1. Nustatykite ai\u0161kius tikslus:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; Nustatyti konkre\u010dius dideli\u0173 duomen\u0173 iniciatyv\u0173 tikslus.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2. U\u017etikrinti duomen\u0173 kokyb\u0119:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; \u012egyvendinti duomen\u0173 valymo ir patvirtinimo procesus.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">3. Investavimas \u012f saugum\u0105:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; Priimti tvirtas saugumo ir privatumo priemones.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">4. Puosel\u0117ti duomen\u0173 kult\u016br\u0105:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; Skatinti duomen\u0173 ra\u0161tingum\u0105 visoje organizacijoje.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">5. Prad\u0117kite nuo bandom\u0173j\u0173 projekt\u0173:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; \u201ePrad\u0117kite nuo ma\u017eesni\u0173 projekt\u0173, kad patvirtintum\u0117te vert\u0119 ir \u012fgytum\u0117te patirties.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Ateities tendencijos:<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">1. Kra\u0161t\u0173 skai\u010diavimas:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; Duomen\u0173 apdorojimas ar\u010diau \u0161altinio.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2. Pa\u017eangus AI ir ma\u0161ininis mokymasis:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; ''Sud\u0117tingesn\u0117 ir automatizuota analiz\u0117.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">3. Blockchain dideliems duomenims:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; \u201edidesnis saugumas ir skaidrumas dalijantis duomenimis.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">4. Did\u017ei\u0173j\u0173 duomen\u0173 demokratizavimas:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; 5 Prieinamesni \u012frankiai duomen\u0173 analizei.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">5. Etika ir duomen\u0173 valdymas:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp; ^ didesnis d\u0117mesys eti\u0161kam ir atsakingam duomen\u0173 naudojimui.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Didieji duomenys pakeit\u0117 organizacij\u0173 ir asmen\u0173 supratim\u0105 ir s\u0105veik\u0105 su juos supan\u010diu pasauliu. Suteikdami gilias \u012f\u017evalgas ir nusp\u0117jamum\u0105, dideli duomenys tapo svarbiu turtu beveik kiekviename ekonomikos sektoriuje. Kadangi generuojam\u0173 duomen\u0173 kiekis ir toliau auga eksponenti\u0161kai, did\u017ei\u0173j\u0173 duomen\u0173 ir susijusi\u0173 technologij\u0173 svarba tik did\u0117ja, o tai formuoja sprendim\u0173 pri\u0117mimo ir inovacij\u0173 ateit\u012f pasauliniu mastu.<\/p>","protected":false},"excerpt":{"rendered":"<p>Defini\u00e7\u00e3o: Big Data refere-se a conjuntos de dados extremamente grandes e complexos que n\u00e3o podem ser processados, armazenados ou analisados eficientemente usando m\u00e9todos tradicionais de processamento de dados. Esses dados [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":583,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[35,41],"tags":[],"class_list":["post-582","post","type-post","status-publish","format-standard","has-post-thumbnail","category-artigos","category-glossario"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.ecommerceupdate.com.br\/lt\/wp-json\/wp\/v2\/posts\/582","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ecommerceupdate.com.br\/lt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ecommerceupdate.com.br\/lt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ecommerceupdate.com.br\/lt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ecommerceupdate.com.br\/lt\/wp-json\/wp\/v2\/comments?post=582"}],"version-history":[{"count":0,"href":"https:\/\/www.ecommerceupdate.com.br\/lt\/wp-json\/wp\/v2\/posts\/582\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ecommerceupdate.com.br\/lt\/wp-json\/wp\/v2\/media\/583"}],"wp:attachment":[{"href":"https:\/\/www.ecommerceupdate.com.br\/lt\/wp-json\/wp\/v2\/media?parent=582"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ecommerceupdate.com.br\/lt\/wp-json\/wp\/v2\/categories?post=582"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ecommerceupdate.com.br\/lt\/wp-json\/wp\/v2\/tags?post=582"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}