{"id":80277,"date":"2020-05-05T01:42:27","date_gmt":"2020-05-04T23:42:27","guid":{"rendered":"https:\/\/prohoster.info\/blog\/administrirovanie\/platformy-upravleniya-dannymi-ot-periferii-do-oblaka"},"modified":"2020-05-05T01:42:27","modified_gmt":"2020-05-04T23:42:27","slug":"platformy-upravleniya-dannymi-ot-periferii-do-oblaka","status":"publish","type":"post","link":"https:\/\/prohoster.info\/ro\/blog\/administrirovanie\/platformy-upravleniya-dannymi-ot-periferii-do-oblaka","title":{"rendered":"Platforme de gestionare a datelor: de la periferie la cloud","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Ast\u0103zi, pentru majoritatea companiilor \u0219i organiza\u021biilor, datele reprezint\u0103 unul dintre activele strategice. Odat\u0103 cu extinderea capacit\u0103\u021bilor analitice, valoarea datelor colectate \u0219i acumulate de companii cre\u0219te constant. Se vorbe\u0219te adesea despre o cre\u0219tere exploziv\u0103, exponen\u021bial\u0103 a volumelor de date corporative generate. Se constat\u0103 c\u0103 90% din toate datele au fost create \u00een ultimii doi ani.\u00a0<\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/ruvds\/blog\/500028\/\"><img decoding=\"async\" alt=\"Platforme de gestionare a datelor: de la periferie la cloud\" src=\"\/wp-content\/uploads\/2020\/05\/ee44c1b681383bbc96a96e11d62c874f.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/a><\/noindex><noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<h2>Cre\u0219terea volumelor de date este \u00eenso\u021bit\u0103 de o cre\u0219tere a valorii acestora.<\/h2>\n<p>\nDatele sunt create \u0219i utilizate de sistemele de analiz\u0103 a big data, internetul lucrurilor (IoT), inteligen\u021ba artificial\u0103 \u0219i altele. Datele colectate constituie baza pentru \u00eembun\u0103t\u0103\u021birea calit\u0103\u021bii serviciilor pentru clien\u021bi, luarea deciziilor, sprijinirea activit\u0103\u021bilor opera\u021bionale ale companiilor, pentru diferite studii \u0219i dezvolt\u0103ri.<\/p>\n<p><img decoding=\"async\" alt=\"Platforme de gestionare a datelor: de la periferie la cloud\" src=\"\/wp-content\/uploads\/2020\/05\/35009715d4c2b71c8c035c48e1e263ec.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>90% din toate datele au fost create \u00een ultimii doi ani.<\/i>\u00a0<\/p>\n<p>Potrivit prognozei IDC, volumul datelor stocate \u00een \u00eentreaga lume se va dubla \u00eentre 2018 \u0219i 2023, iar capacitatea total\u0103 a depozitelor de date va ajunge la 11,7 zettabi\u021bi, cu peste trei sferturi din totalul acestora provenind din bazele de date ale \u00eentreprinderilor. Este caracteristic c\u0103, dac\u0103 \u00een 2018 capacitatea total\u0103 a hard disk-urilor livrate (HDD), care r\u0103m\u00e2n principalul suport de informa\u021bii, a fost de 869 exabi\u021bi, p\u00e2n\u0103 \u00een 2023 acest indicator ar putea dep\u0103\u0219i 2,6 zettabi\u021bi.<\/p>\n<h2>Platformele de gestionare a datelor: pentru ce sunt necesare \u0219i ce rol joac\u0103?<\/h2>\n<p>\nNu este surprinz\u0103tor c\u0103 problemele de gestionare a datelor devin priorit\u0103\u021bi pentru \u00eentreprinderi, av\u00e2nd un impact direct asupra activit\u0103\u021bii lor. Pentru a le rezolva, de multe ori este necesar s\u0103 dep\u0103\u0219im astfel de dificult\u0103\u021bi precum heterogeneitatea sistemelor, formatelor de date, metodelor de stocare \u0219i utilizare, abord\u0103rilor de management \u00een condi\u021bii de \u201ezoo\u201d de solu\u021bii, care au fost implementate \u00een momente diferite.\u00a0<\/p>\n<p><img decoding=\"async\" alt=\"Platforme de gestionare a datelor: de la periferie la cloud\" src=\"\/wp-content\/uploads\/2020\/05\/aa9ec678fe0f1b837fb83698de97f81e.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\nRezultatul unei astfel de abord\u0103ri neuniforme este fragmentarea masivelor de date, stocate \u0219i procesate \u00een diferite sisteme, diferite proceduri de asigurare a calit\u0103\u021bii datelor. Aceste probleme tipice cresc costurile de munc\u0103 \u0219i financiare \u00een gestionarea datelor, de exemplu, \u00een ob\u021binerea statisticilor \u0219i rapoartelor sau \u00een luarea deciziilor de management.\u00a0<\/p>\n<p>Modelul de afaceri pentru managementul datelor trebuie s\u0103 fie personalizat, adaptat nevoilor, sarcinilor \u0219i obiectivelor organiza\u021biei. Nu exist\u0103 un sistem automatizat unic, o platform\u0103 de management al datelor, care s\u0103 acopere toate sarcinile. Cu toate acestea, sistemele moderne, cuprinz\u0103toare, flexibile \u0219i scalabile pentru managementul datelor reprezint\u0103 adesea software universal pentru gestionarea \u0219i stocarea datelor. Acestea includ instrumentele \u0219i serviciile necesare pentru un management eficient al datelor.\u00a0<\/p>\n<p>Cele mai noi dezvolt\u0103ri permit organiza\u021biilor s\u0103 reg\u00e2ndeasc\u0103 managementul datelor la nivelul \u00eentregii organiza\u021bii, s\u0103 ob\u021bin\u0103 o imagine clar\u0103 asupra datelor disponibile, a politicilor asociate, a locului \u0219i duratei de stocare a datelor, oferind, \u00een final, posibilitatea de a furniza informa\u021biile necesare oamenilor potrivi\u021bi la momentul potrivit. Aceste solu\u021bii extind capabilit\u0103\u021bile organiza\u021biilor \u0219i permit:\u00a0<\/p>\n<ul>\n<li>Gestionarea fi\u0219ierelor, obiectelor, datelor aplica\u021biilor, bazelor de date, datelor din medii virtuale \u0219i cloud, accesarea datelor de diferite tipuri.<\/li>\n<li>Folosind instrumente de orchestrare \u0219i automatizare pentru a muta datele acolo unde stocarea lor este cea mai eficient\u0103 \u2014 \u00een infrastructura de stocare primar\u0103, secundar\u0103, \u00een centrul de date al furnizorului sau \u00een cloud.<\/li>\n<li>Utilizarea func\u021biilor complexe de protec\u021bie a datelor.<\/li>\n<li>Asigurarea integr\u0103rii datelor.<\/li>\n<li>Ob\u021binerea de analize operative din date.\u00a0<\/li>\n<\/ul>\n<p>\nPlatforma de management al datelor poate fi construit\u0103 pe baza mai multor produse software sau poate reprezenta un sistem unificat. O platform\u0103 cuprinz\u0103toare asigur\u0103 gestionarea unitar\u0103 a datelor \u00een \u00eentreaga infrastructur\u0103 IT, inclusiv backup-ul, recuperarea, arhivarea, gestionarea instantaneelor hardware \u0219i generarea de raport\u0103ri.<\/p>\n<p>O astfel de platform\u0103 permite implementarea unei strategii multi-cloud, extinderea centrului de date \u00een medii cloud, efectuarea rapid\u0103 a migra\u021biei \u00een cloud, utilizarea posibilit\u0103\u021bilor de \u00eenlocuire a hardware-ului \u0219i adoptarea celor mai economice solu\u021bii de stocare a datelor.<\/p>\n<p>Unele solu\u021bii pot arhiva automat datele. Cu ajutorul inteligen\u021bei artificiale, ele pot detecta c\u0103 \u201eceva nu a mers bine\u201d \u0219i pot lua m\u0103suri corective automat sau pot notifica administratorul, precum \u0219i identifica \u0219i preveni atacurile de diferite tipuri. Automatizarea serviciilor contribuie la optimizarea opera\u021biunilor IT, elibereaz\u0103 personalul IT, minimizeaz\u0103 erorile cauzate de factorul uman \u0219i reduce timpii de nefunc\u021bionare.\u00a0<\/p>\n<p>Ce caracteristici ar trebui s\u0103 aib\u0103 o platform\u0103 modern\u0103 de gestionare a datelor \u0219i unde sunt aplicate astfel de solu\u021bii \u00een practic\u0103?<\/p>\n<p>Abordarea \u201eo solu\u021bie pentru toate\u201d nu func\u021bioneaz\u0103 \u00een cazul platformelor de gestionare a datelor. Fiecare companie are cerin\u021be specifice legate de date, \u00een func\u021bie de tipul de afacere, experien\u021ba de lucru etc. O platform\u0103 universal\u0103 trebuie, pe de o parte, s\u0103 permit\u0103 personalizarea pentru gestionarea datelor \u00eentr-o anumit\u0103 companie \u0219i, pe de alt\u0103 parte, s\u0103 fie independent\u0103 de specificul domeniului de aplicare, de sfera de utilizare a produsului construit pe baza sa \u0219i de mediul informa\u021bional asociat.\u00a0<\/p>\n<p><img decoding=\"async\" alt=\"Platforme de gestionare a datelor: de la periferie la cloud\" src=\"\/wp-content\/uploads\/2020\/05\/473555c60cae20f2f9bb129b11b16a23.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Domeniile practice de gestionare a datelor (surs\u0103; CMMI Institute).<\/i><\/p>\n<p>Iat\u0103 c\u00e2teva domenii practice de aplicare a platformelor de gestionare a datelor:<\/p>\n<p>Component\u0103<br \/>\nDomeniul de aplicare<\/p>\n<p>Strategia de gestionare a datelor<br \/>\nObiectivele \u0219i sarcinile managementului, cultura corporativ\u0103 a gestion\u0103rii datelor, definirea cerin\u021belor pentru ciclul de via\u021b\u0103 al datelor.<\/p>\n<p>Gestionarea datelor<br \/>\nGestionarea datelor \u0219i a metadatelor<\/p>\n<p>Opera\u021biuni cu date<br \/>\nStandarde \u0219i proceduri pentru lucrul cu sursele de date<\/p>\n<p>Calitatea datelor<br \/>\nAsigurarea calit\u0103\u021bii, cadru pentru calitatea datelor<\/p>\n<p>Platforma \u0219i arhitectura<br \/>\nCadru arhitectural, platforme \u0219i integrare\u00a0<\/p>\n<p>Procese suport<br \/>\nEvaluare \u0219i analiz\u0103, managementul proceselor, asigurarea calit\u0103\u021bii, managementul riscurilor, gestionarea configura\u021biei<\/p>\n<p>\n\u00cen plus, astfel de platforme joac\u0103 un rol important \u00een procesul de transformare a organiza\u021biei \u00eentr-o \u00eentreprindere \u201edirijat\u0103 de date\u201d, care poate fi \u00eemp\u0103r\u021bit\u0103 \u00een mai multe etape:\u00a0<\/p>\n<ol>\n<li>Schimbarea gestion\u0103rii datelor \u00een sistemele existente, implementarea unui model bazat pe roluri cu separarea responsabilit\u0103\u021bilor \u0219i a autorit\u0103\u021bilor. Controlul calit\u0103\u021bii datelor, verificarea \u00eencruci\u0219at\u0103 a datelor \u00eentre sisteme, corectarea datelor inexacte.\u00a0<\/li>\n<li>Configurarea proceselor de extragere \u0219i colectare a datelor, transformarea lor \u0219i \u00eenc\u0103rcarea acestora. Unificarea datelor \u00eentr-un sistem coerent, f\u0103r\u0103 complicarea controalelor asupra calit\u0103\u021bii datelor \u0219i a modific\u0103rilor \u00een procesele de afaceri.\u00a0<\/li>\n<li>Integrarea datelor. Automatizarea proceselor de livrare a datelor necesare, la momentul \u0219i locul potrivit.\u00a0<\/li>\n<li>Implementarea unui control complet al calit\u0103\u021bii datelor. Definirea parametrilor de control al calit\u0103\u021bii, dezvoltarea unei metodologii pentru utilizarea sistemelor automate.\u00a0<\/li>\n<li>Implementarea instrumentelor de gestionare a proceselor de colectare a datelor, verificarea, deduplicarea \u0219i cur\u0103\u021barea acestora. Ca urmare, se \u00eembun\u0103t\u0103\u021be\u0219te calitatea, veridicitatea \u0219i unificarea datelor din toate sistemele \u00eentreprinderii.\u00a0<\/li>\n<\/ol>\n<p><\/p>\n<h2>Avantajele platformelor de gestionare a datelor<\/h2>\n<p>\nCompaniile care gestioneaz\u0103 eficient datele ob\u021bin, de obicei, un succes mai mare comparativ cu concuren\u021bii, lanseaz\u0103 mai rapid produse \u0219i servicii pe pia\u021b\u0103, \u00een\u021beleg mai bine nevoile publicului \u021bint\u0103 \u0219i r\u0103spund rapid la schimb\u0103rile cererii. Platformele de gestionare a datelor ofer\u0103 oportunitatea de a \u201ecur\u0103\u021ba\u201d datele, de a ob\u021bine informa\u021bii de calitate \u0219i relevante, de a transforma datele \u0219i de a evalua strategic datele \u00eentreprinderii.\u00a0<\/p>\n<p>Un exemplu de platform\u0103 versatil\u0103 pentru construirea sistemelor de gestionare a datelor corporative este \u201eUnidata\u201d, dezvoltat\u0103 pe baza unui software cu cod surs\u0103 deschis. Ofer\u0103 instrumente pentru crearea modelului de date \u0219i metode pentru extinderea func\u021bionalit\u0103\u021bii prin integrarea \u00een diferite medii IT \u0219i sisteme informative externe: de la gestionarea resurselor materiale p\u00e2n\u0103 la procesarea \u00een siguran\u021b\u0103 a unor volume mari de date personale.\u00a0<\/p>\n<p><img decoding=\"async\" alt=\"Platforme de gestionare a datelor: de la periferie la cloud\" src=\"\/wp-content\/uploads\/2020\/05\/84c53297142311216c88c4a758a844ef.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Arhitectura platformei \u201eUnidata\u201d a companiei cu acela\u0219i nume.<\/i><\/p>\n<p>Aceast\u0103 platform\u0103 multifunctional\u0103 asigur\u0103 colectarea centralizat\u0103 a datelor (inventarierea \u0219i contabilizarea resurselor), standardizarea informa\u021biilor (normalizarea \u0219i \u00eembog\u0103\u021birea), gestionarea informa\u021biilor curente \u0219i istorice (controlul versiunilor \u00eenregistr\u0103rilor, perioadele de valabilitate ale datelor), calitatea datelor \u0219i statisticile. Se preconizeaz\u0103 automatizarea unor sarcini precum colectarea, acumularea, cur\u0103\u021barea, potrivirea, consolidarea, verificarea calit\u0103\u021bii, distribuirea datelor, precum \u0219i instrumente pentru automatizarea sistemului de luare a deciziilor.\u00a0<\/p>\n<h2>Platformele de gestionare a datelor (DPM) \u00een publicitate \u0219i marketing\u00a0<\/h2>\n<p>\n\u00cen publicitate \u0219i marketing, conceptul de platform\u0103 de gestionare a datelor DMP (Data Management Platform) are un \u00een\u021beles mai restr\u00e2ns. Aceasta este o platform\u0103 software care, pe baza datelor colectate, permite companiilor s\u0103 defineasc\u0103 segmentele de audien\u021b\u0103 pentru targetarea publicit\u0103\u021bii c\u0103tre utilizatori specifici \u0219i contextul campaniilor publicitare online. Acest tip de software poate colecta, procesa \u0219i stoca orice tip de date ale audien\u021bei, av\u00e2nd de asemenea capacitatea de a le utiliza prin canale media obi\u0219nuite.<\/p>\n<p><img decoding=\"async\" alt=\"Platforme de gestionare a datelor: de la periferie la cloud\" src=\"\/wp-content\/uploads\/2020\/05\/dd2326fe6b2aff1ebb605afeeb156ab5.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Conform prognozelor Market Research Future (MRFR), pia\u021ba global\u0103 a platformelor de gestionare a datelor (DMP) ar putea atinge la sf\u00e2r\u0219itul anului 2023 suma de 3 miliarde de dolari, cu o cre\u0219tere medie anual\u0103 de 15%, iar \u00een 2025, volumul s\u0103u va dep\u0103\u0219i 3,5 miliarde de dolari.<\/i><\/p>\n<p>Sistemul DMP:<\/p>\n<ul>\n<li>Ofer\u0103 posibilitatea de a colecta \u0219i structura toate tipurile de date ale audien\u021bei; de a analiza datele disponibile; de a transfera datele \u00een orice spa\u021biu media pentru plasarea de publicitate \u021bintit\u0103.\u00a0<\/li>\n<li>Ajut\u0103 la colectarea, organizarea \u0219i activarea datelor din diverse surse \u0219i la transformarea acestora \u00eentr-o form\u0103 util\u0103.\u00a0<\/li>\n<li>Organizeaz\u0103 toate datele \u00een categorii pe baza obiectivelor de afaceri \u0219i a modelelor de marketing. Sistemul analizeaz\u0103 datele \u0219i genereaz\u0103 segmente de audien\u021b\u0103 care reflect\u0103 cu exactitate baza de clien\u021bi pe o gam\u0103 larg\u0103 de canale, bazate pe diferite caracteristici comune.<\/li>\n<li>Permite cre\u0219terea acurate\u021bei target\u0103rii publicit\u0103\u021bii online \u0219i construirea de comunica\u021bii personalizate cu audien\u021ba relevant\u0103. Pe baza DMP-ului, pot fi configurate \u0219i \u0219iruri de interac\u021biune cu fiecare segment \u021bint\u0103, astfel \u00eenc\u00e2t utilizatorii s\u0103 primeasc\u0103 mesaje relevante la momentul \u0219i locul potrivit.<\/li>\n<\/ul>\n<p>\nCre\u0219terea p\u0103r\u021bii de marketing digital influen\u021beaz\u0103 semnificativ cre\u0219terea pie\u021bei platformelor de gestionare a datelor. Sistemele DMP pot rapid unifica datele din diverse surse \u0219i pot \u00eemp\u0103r\u021bi utilizatorii \u00een mai multe categorii pe baza modelului lor de comportament. Aceste capacit\u0103\u021bi contribuie la cererea de DMP \u00een r\u00e2ndul marketerilor.\u00a0<\/p>\n<p>Pia\u021ba global\u0103 a platformelor de gestionare a datelor este reprezentat\u0103 de o serie de juc\u0103tori de top, precum \u0219i de c\u00e2teva companii noi, inclusiv Lotame Solutions, KBM Group, Rocket Fuel, Krux Digital, Oracle, Neustar, SAS Institute, SAP, Adobe Systems, Cloudera, Turn, Informatica \u0219i altele.<\/p>\n<p>Un exemplu de solu\u021bie ruseasc\u0103 este produsul infrastructural lansat de Mail.ru Group, care reprezint\u0103 o platform\u0103 unic\u0103 pentru gestionarea \u0219i procesarea datelor (Data Management Platform, DMP). Solu\u021bia permite construirea unei descrieri extinse a profilului segmentelor de audien\u021b\u0103 \u00een cadrul platformei, integrate cu instrumentele de marketing. DMP combin\u0103 solu\u021biile \u0219i serviciile Mail.ru Group \u00een domeniul marketingului omnichannel \u0219i al interac\u021biunii cu audien\u021ba. Clien\u021bii vor putea stoca, prelucra \u0219i structura datele lor dezlegate, activ\u00e2ndu-le \u00een comunic\u0103rile publicitare, sporind astfel eficien\u021ba afacerii \u0219i marketingului.\u00a0<\/p>\n<h2>Gestionarea datelor \u00een mediul cloud<\/h2>\n<p>\nO alt\u0103 categorie de solu\u021bii pentru gestionarea datelor sunt platformele cloud. \u00cen special, utilizarea unei solu\u021bii moderne pentru protec\u021bia datelor \u00een cadrul gestion\u0103rii datelor \u00een cloud permite evitarea problemelor posibile \u2013 de la amenin\u021b\u0103ri de securitate la probleme cu migrarea datelor \u0219i reducerea performan\u021bei, precum \u0219i rezolvarea provoc\u0103rilor legate de transformarea digital\u0103 a companiei. Desigur, func\u021biile acestor sisteme nu se limiteaz\u0103 la protec\u021bia datelor.<\/p>\n<p><img decoding=\"async\" alt=\"Platforme de gestionare a datelor: de la periferie la cloud\" src=\"\/wp-content\/uploads\/2020\/05\/9a276127b55533ed0f7c173a37465a25.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Func\u021biile platformei cloud de gestionare a datelor conform Gartner: distribuirea resurselor, automatizare \u0219i orchestrare; gestionarea cererilor de servicii; management la un nivel \u00eenalt \u0219i controlul conformit\u0103\u021bii politicilor; monitorizarea \u0219i m\u0103surarea parametrilor; suport pentru medii multi-cloud; optimizarea \u0219i transparen\u021ba costurilor; optimizarea capacit\u0103\u021bilor \u0219i resurselor; migrarea \u00een cloud \u0219i asigurarea rezilien\u021bei \u00een caz de dezastru (DR); gestionarea nivelului de servicii; securitate \u0219i identificare; automatizarea actualiz\u0103rii configura\u021biilor.<\/i><\/p>\n<p>Gestionarea datelor \u00een mediul cloud trebuie s\u0103 asigure un nivel ridicat de disponibilitate a datelor, control, automatizare a gestion\u0103rii datelor \u00een centrele de date, la periferia re\u021belei \u0219i \u00een cloud.\u00a0<\/p>\n<p><img decoding=\"async\" alt=\"Platforme de gestionare a datelor: de la periferie la cloud\" src=\"\/wp-content\/uploads\/2020\/05\/e1d8ab3f0d128956b4a016f1c0aaf102.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Gestionarea datelor \u00een cloud (Cloud Data Management, CDM) este o platform\u0103 utilizat\u0103 pentru gestionarea datelor corporative \u00een diverse medii cloud, av\u00e2nd \u00een vedere abord\u0103rile private, publice, hibride \u0219i multi-cloud.<\/i><\/p>\n<p>Un exemplu al acestei solu\u021bii este Veeam Cloud Data Management Platform. Potrivit dezvoltatorilor sistemului, aceasta ajut\u0103 organiza\u021biile s\u0103 \u00ee\u0219i schimbe abordarea \u00een managementul datelor, asigur\u00e2nd o gestionare automatizat\u0103 \u0219i inteligent\u0103 a datelor \u0219i accesibilitatea acestora \u00een orice aplica\u021bie sau infrastructur\u0103 de cloud.<\/p>\n<p><img decoding=\"async\" alt=\"Platforme de gestionare a datelor: de la periferie la cloud\" src=\"\/wp-content\/uploads\/2020\/05\/1221dcf790a21cc98d740b59d95e0f12.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Gestionarea datelor \u00een cloud la Veeam este considerat\u0103 o parte esen\u021bial\u0103 a managementului inteligent al datelor, asigur\u00e2nd accesibilitatea acestora pentru afaceri din orice loca\u021bie.\u00a0<\/i><\/p>\n<p>Platforma de cloud Veeam Cloud Data Management Platform permite modernizarea backup-ului \u0219i eliminarea sistemelor \u00eenvechite, asigur\u00e2nd o implementare accelerat\u0103 a cloud-ului hibrid \u0219i transferul de date, automatizarea securit\u0103\u021bii datelor \u0219i conformitatea cu reglement\u0103rile.\u00a0<\/p>\n<p><img decoding=\"async\" alt=\"Platforme de gestionare a datelor: de la periferie la cloud\" src=\"\/wp-content\/uploads\/2020\/05\/81eea168bf76e9119921b9ef436a123b.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Veeam Cloud Data Management Platform este \"o platform\u0103 modern\u0103 pentru gestionarea datelor, care suport\u0103 orice cloud.\"<\/i><\/p>\n<p>Dup\u0103 cum se observ\u0103, platformele moderne de gestionare a datelor reprezint\u0103 o clas\u0103 de solu\u021bii destul de extins\u0103 \u0219i diversificat\u0103. Acestea sunt unite, poate, de un singur lucru: focusul pe o munc\u0103 eficient\u0103 cu datele corporative \u0219i transformarea companiei sau organiza\u021biei \u00eentr-o \u00eentreprindere modern\u0103, bazat\u0103 pe date (data-driven enterprise).<\/p>\n<p>Platformele de gestionare a datelor reprezint\u0103 o evolu\u021bie necesar\u0103 a gestion\u0103rii tradi\u021bionale a datelor. Tot mai multe organiza\u021bii \u00ee\u0219i mut\u0103 datele \u00een cloud, iar un num\u0103r tot mai mare de configura\u021bii locale \u0219i cloud genereaz\u0103 probleme noi care trebuie abordate \u00een mod particular din perspectiva managementului datelor. Gestionarea datelor \u00een cloud este o abordare actualizat\u0103, o nou\u0103 paradigm\u0103, care extinde func\u021biile managementului datelor pentru a sus\u021bine noi platforme, aplica\u021bii \u0219i scenarii de utilizare.<\/p>\n<p>\u00cen plus, conform studiului Veeam Cloud Data Management Report din 2019, companiile inten\u021bioneaz\u0103 s\u0103 integreze mai profund tehnologiile cloud, tehnologiile de cloud hibrid, analitica big data, inteligen\u021ba artificial\u0103 \u0219i internetul lucrurilor. Se a\u0219teapt\u0103 ca implementarea acestor ini\u021biative digitale s\u0103 aduc\u0103 beneficii semnificative companiilor.<\/p>\n<p>Companiile implementeaz\u0103 rapid tehnologiile platformelor de date \u0219i sunt preg\u0103tite s\u0103 foloseasc\u0103 cloudul pentru a efectua sarcini de analiz\u0103, \u00eens\u0103 multe dintre ele se confrunt\u0103 cu dificult\u0103\u021bi \u00een \u00eencercarea de a utiliza toate datele lor pentru a ob\u021bine cele mai bune rezultate de afaceri, sus\u021bin anali\u0219tii companiei 451 Research. Cele mai noi platforme de gestionare a datelor vor ajuta \u00eentreprinderile s\u0103 navigheze prin procesele complexe de lucru cu datele \u00een mai multe clouduri, s\u0103 utilizeze instrumentele de gestionare a datelor \u0219i s\u0103 efectueze analiza acestora, indiferent de locul \u00een care se afl\u0103 aceste date.<\/p>\n<p>Deoarece ne str\u0103duim s\u0103 \u021binem pasul cu vremea \u0219i ne concentr\u0103m pe dorin\u021bele clien\u021bilor no\u0219tri (at\u00e2t actuali, c\u00e2t \u0219i poten\u021biali), dorim s\u0103 \u00eentreb\u0103m comunitatea Habr, dac\u0103 a\u021bi dori s\u0103 vede\u021bi Veeam \u00een oferta noastr\u0103. <noindex><a rel=\"nofollow\" href=\"https:\/\/ruvds.com\/ru-rub\/marketplace\">pe marketplace<\/a><\/noindex>? \u041e\u0442\u0432\u0435\u0442\u0438\u0442\u044c \u043c\u043e\u0436\u043d\u043e \u0432 \u043e\u043f\u0440\u043e\u0441\u0435 \u043d\u0438\u0436\u0435.<\/p>\n<p><noindex><a rel=\"nofollow\" href=\"http:\/\/ruvds.com\/ru-rub\/?utm_source=habr&amp;utm_medium=article&amp;utm_campaign=caplin&amp;utm_content=platformyupravleniyadannymi#order\"><img decoding=\"async\" alt=\"Platforme de gestionare a datelor: de la periferie la cloud\" src=\"\/wp-content\/uploads\/2020\/05\/5e34710a887156a3f19f4d4c551bff6f.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/a><\/noindex><\/p>\n<p class=\"for_users_only_msg\">Numai utilizatorii \u00eenregistra\u021bi pot participa la sondaj. <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/auth\/login\/\">Conecta\u021bi-v\u0103<\/a><\/noindex>, v\u0103 rug\u0103m.<\/p>\n<h2 class=\"default-block__polling-title\">Oferim un pachet cu Veeam pe pia\u021ba online.<\/h2>\n<ul class=\"poll-result\">\n<li class=\"poll-result__item\">\n<p>                <strong class=\"poll-result__data-percent  poll-result__data-percent_winner\">62,5%<\/strong>Da, o idee bun\u0103.<\/p>\n<\/li>\n<li class=\"poll-result__item\">\n<p>                <strong class=\"poll-result__data-percent\">37,5%<\/strong>Cred c\u0103 nu va func\u021biona.<\/p>\n<\/li>\n<\/ul>\n<p>    Au votat 8 utilizatori. S-au ab\u021binut 4 utilizatori.<br \/>\n<br \/>Sursa: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/ruvds\/blog\/500028\/\">habr.com<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0421\u0435\u0433\u043e\u0434\u043d\u044f \u0434\u043b\u044f \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u0430 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0439 \u0438 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0439 \u0434\u0430\u043d\u043d\u044b\u0435 \u2013 \u044d\u0442\u043e \u043e\u0434\u0438\u043d \u0438\u0437 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0430\u043a\u0442\u0438\u0432\u043e\u0432. \u0418 \u0441 \u0440\u0430\u0441\u0448\u0438\u0440\u0435\u043d\u0438\u0435\u043c \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0435\u0439 \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0438, \u0446\u0435\u043d\u043d\u043e\u0441\u0442\u044c \u0441\u043e\u0431\u0438\u0440\u0430\u0435\u043c\u044b\u0445 \u0438 \u043d\u0430\u043a\u0430\u043f\u043b\u0438\u0432\u0430\u0435\u043c\u044b\u0445 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u043c\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u043f\u043e\u0441\u0442\u043e\u044f\u043d\u043d\u043e \u0443\u0432\u0435\u043b\u0438\u0447\u0438\u0432\u0430\u0435\u0442\u0441\u044f. \u041f\u0440\u0438 \u044d\u0442\u043e\u043c \u0447\u0430\u0441\u0442\u043e \u0433\u043e\u0432\u043e\u0440\u044f\u0442 \u043e \u0432\u0437\u0440\u044b\u0432\u043d\u043e\u043c, \u044d\u043a\u0441\u043f\u043e\u043d\u0435\u043d\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u043c \u0440\u043e\u0441\u0442\u0435 \u043e\u0431\u044a\u0435\u043c\u043e\u0432 \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u0435\u043c\u044b\u0445 \u043a\u043e\u0440\u043f\u043e\u0440\u0430\u0442\u0438\u0432\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445. \u041e\u0442\u043c\u0435\u0447\u0430\u0435\u0442\u0441\u044f, \u0447\u0442\u043e 90% \u0432\u0441\u0435\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 \u0431\u044b\u043b\u0438 \u0441\u043e\u0437\u0434\u0430\u043d\u044b \u0437\u0430 \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0438\u0435 \u0434\u0432\u0430 \u0433\u043e\u0434\u0430.\u00a0 \u0420\u043e\u0441\u0442 \u043e\u0431\u044a\u0435\u043c\u043e\u0432 \u0434\u0430\u043d\u043d\u044b\u0445 \u0441\u043e\u043f\u0440\u043e\u0432\u043e\u0436\u0434\u0430\u0435\u0442\u0441\u044f \u0443\u0432\u0435\u043b\u0438\u0447\u0435\u043d\u0438\u0435\u043c \u0438\u0445 [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":80278,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[688],"tags":[],"class_list":["post-80277","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-administrirovanie"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.2.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0421\u0435\u0433\u043e\u0434\u043d\u044f \u0434\u043b\u044f \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u0430 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0439 \u0438 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0439 \u0434\u0430\u043d\u043d\u044b\u0435 \u2013 \u044d\u0442\u043e \u043e\u0434\u0438\u043d \u0438\u0437 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0445 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