{"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\/sq\/blog\/administrirovanie\/platformy-upravleniya-dannymi-ot-periferii-do-oblaka","title":{"rendered":"Platformat e menaxhimit t\u00eb t\u00eb dh\u00ebnave: nga periferia n\u00eb re","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Sot, p\u00ebr shumic\u00ebn e kompanive dhe organizatave, t\u00eb dh\u00ebnat jan\u00eb nj\u00eb nga asetet strategjike. Me zgjerimin e mund\u00ebsive t\u00eb analiz\u00ebs, vlera e t\u00eb dh\u00ebnave q\u00eb kompanit\u00eb mbledhin dhe grumbullojn\u00eb vazhdimisht rritet. Nd\u00ebrkoh\u00eb, shpesh flitet p\u00ebr rritjen eksplozive dhe eksponenciale t\u00eb volumit t\u00eb t\u00eb dh\u00ebnave t\u00eb krijuara nga korporatat. Raportohet se 90% e t\u00eb gjitha t\u00eb dh\u00ebnave jan\u00eb krijuar n\u00eb dy vitet e fundit.\u00a0<\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/ruvds\/blog\/500028\/\"><img decoding=\"async\" alt=\"Platformat e menaxhimit t\u00eb t\u00eb dh\u00ebnave: nga periferia n\u00eb re\" 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>Rritja e volumit t\u00eb t\u00eb dh\u00ebnave shoq\u00ebrohet me rritjen e vler\u00ebs s\u00eb tyre.<\/h2>\n<p>\nT\u00eb dh\u00ebnat krijohen dhe p\u00ebrdoren nga sistemet e analiz\u00ebs s\u00eb t\u00eb dh\u00ebnave t\u00eb m\u00ebdha, internetit t\u00eb gj\u00ebrave (IoT), inteligjenc\u00ebs artificiale dhe t\u00eb tjera. T\u00eb dh\u00ebnat e mbledhura jan\u00eb baza p\u00ebr p\u00ebrmir\u00ebsimin e cil\u00ebsis\u00eb s\u00eb sh\u00ebrbimit ndaj klient\u00ebve, marrjen e vendimeve, mb\u00ebshtetje p\u00ebr operacionet e kompanive, si dhe p\u00ebr hulumtime dhe zhvillime t\u00eb ndryshme.<\/p>\n<p><img decoding=\"async\" alt=\"Platformat e menaxhimit t\u00eb t\u00eb dh\u00ebnave: nga periferia n\u00eb re\" src=\"\/wp-content\/uploads\/2020\/05\/35009715d4c2b71c8c035c48e1e263ec.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>90% e t\u00eb gjitha t\u00eb dh\u00ebnave jan\u00eb krijuar n\u00eb dy vitet e fundit.<\/i>\u00a0<\/p>\n<p>Sipas parashikimeve t\u00eb IDC, volumi i t\u00eb dh\u00ebnave t\u00eb ruajtura n\u00eb bot\u00eb do t\u00eb dyfishohet nga viti 2018 deri n\u00eb 2023, dhe kapaciteti total i magazinimit t\u00eb t\u00eb dh\u00ebnave do t\u00eb arrij\u00eb n\u00eb 11.7 zettabajt, me nj\u00eb pjes\u00eb m\u00eb t\u00eb madhe se tre t\u00eb kat\u00ebrtat e saj q\u00eb do t\u2019i p\u00ebrkas\u00eb bazave t\u00eb t\u00eb dh\u00ebnave t\u00eb nd\u00ebrmarrjeve. \u00cbsht\u00eb e habitshme se, n\u00ebse n\u00eb vitin 2018 kapaciteti total i disqeve t\u00eb instaluara (HDD), t\u00eb cilat ende mbeten mbajt\u00ebsit kryesor\u00eb t\u00eb informacionit, ishte 869 exabajt, deri n\u00eb vitin 2023 ky tregues mund t\u00eb kaloj\u00eb 2.6 zettabajt.<\/p>\n<h2>Platformat e menaxhimit t\u00eb t\u00eb dh\u00ebnave: p\u00ebr \u00e7far\u00eb sh\u00ebrbejn\u00eb ato, dhe \u00e7far\u00eb roli luajn\u00eb?<\/h2>\n<p>\nNuk \u00ebsht\u00eb befasi q\u00eb \u00e7\u00ebshtjet e menaxhimit t\u00eb t\u00eb dh\u00ebnave po b\u00ebhen prioritet p\u00ebr nd\u00ebrmarrjet, duke pasur nj\u00eb ndikim t\u00eb drejtp\u00ebrdrejt\u00eb n\u00eb funksionimin e tyre. P\u00ebr t'i zgjidhur ato, her\u00eb pas here duhet t\u00eb kalojn\u00eb p\u00ebrmes v\u00ebshtir\u00ebsive si heterogjeniteti i sistemeve, formateve t\u00eb t\u00eb dh\u00ebnave, metodave t\u00eb ruajtjes dhe p\u00ebrdorimit, si dhe qasjeve t\u00eb menaxhimit n\u00eb kushte t\u00eb nj\u00eb 'zoologjie' zgjidhjesh, t\u00eb cilat jan\u00eb implementuar n\u00eb koh\u00eb t\u00eb ndryshme.\u00a0<\/p>\n<p><img decoding=\"async\" alt=\"Platformat e menaxhimit t\u00eb t\u00eb dh\u00ebnave: nga periferia n\u00eb re\" src=\"\/wp-content\/uploads\/2020\/05\/aa9ec678fe0f1b837fb83698de97f81e.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\nRezultati i nj\u00eb qasje t\u00eb till\u00eb jo t\u00eb unifikuar \u00ebsht\u00eb fragmentimi i grupeve t\u00eb t\u00eb dh\u00ebnave, t\u00eb ruajtura dhe t\u00eb p\u00ebrpunuara n\u00eb sisteme t\u00eb ndryshme, si dhe procedurat e ndryshme t\u00eb siguris\u00eb s\u00eb cil\u00ebsis\u00eb s\u00eb t\u00eb dh\u00ebnave. K\u00ebto probleme standarde rrisin kostot e pun\u00ebs dhe financave kur punoni me t\u00eb dh\u00ebnat, p\u00ebr shembull, gjat\u00eb marrjes s\u00eb statistikave dhe raporteve ose gjat\u00eb marrjes s\u00eb vendimeve menaxheriale.\u00a0<\/p>\n<p>Modeli i menaxhimit t\u00eb t\u00eb dh\u00ebnave duhet t\u00eb jet\u00eb i personalizuar, i adaptuar ndaj nevojave, q\u00ebllimeve dhe objektivave t\u00eb nd\u00ebrmarrjes. Nuk ekziston nj\u00eb sistem automatizimi t\u00eb vet\u00ebm, nj\u00eb platform\u00eb menaxhimi t\u00eb dh\u00ebnash e cila adreson t\u00eb gjitha detyrat. Megjithat\u00eb, sistemet moderne t\u00eb menaxhimit t\u00eb t\u00eb dh\u00ebnave, t\u00eb p\u00ebrgjithshme, fleksib\u00ebl dhe t\u00eb shkall\u00ebzueshme shpesh paraqiten si nj\u00eb software universale p\u00ebr menaxhimin dhe ruajtjen e t\u00eb dh\u00ebnave. Ato p\u00ebrfshijn\u00eb mjetet dhe sh\u00ebrbimet e nevojshme p\u00ebr menaxhimin efikas t\u00eb t\u00eb dh\u00ebnave.\u00a0<\/p>\n<p>Zhvillimet m\u00eb t\u00eb fundit u lejojn\u00eb bizneseve t\u00eb rishikojn\u00eb menaxhimin e t\u00eb dh\u00ebnave n\u00eb shkall\u00eb t\u00eb organizat\u00ebs, t\u00eb ken\u00eb nj\u00eb pamje t\u00eb qart\u00eb t\u00eb asaj q\u00eb kan\u00eb, cilat politika jan\u00eb t\u00eb lidhura me to, ku dhe sa koh\u00eb ruhen t\u00eb dh\u00ebnat, dhe m\u00eb n\u00eb fund, ato ofrojn\u00eb mund\u00ebsin\u00eb p\u00ebr t\u00eb ofruar informacionin e nevojsh\u00ebm n\u00eb koh\u00eb p\u00ebr njer\u00ebzit e duhur. K\u00ebto jan\u00eb zgjidhje q\u00eb zgjerojn\u00eb mund\u00ebsit\u00eb e bizneseve dhe lejojn\u00eb:\u00a0<\/p>\n<ul>\n<li>T\u00eb menaxhojn\u00eb skedar\u00ebt, objektet, t\u00eb dh\u00ebnat e aplikacioneve, bazat e t\u00eb dh\u00ebnave, t\u00eb dh\u00ebnat e mjediseve virtuale dhe cloud, t\u00eb ken\u00eb akses n\u00eb t\u00eb dh\u00ebna t\u00eb llojeve t\u00eb ndryshme.<\/li>\n<li>Me ndihm\u00ebn e mjeteve t\u00eb orkestrimit dhe automatizimit, t\u00eb zhvendosin t\u00eb dh\u00ebnat n\u00eb vendet ku ruajtja e tyre \u00ebsht\u00eb m\u00eb efektive \u2014 n\u00eb infrastruktur\u00ebn e par\u00eb, t\u00eb dyt\u00eb t\u00eb ruajtjes, n\u00eb Qendr\u00ebn e T\u00eb Dh\u00ebnave t\u00eb ofruesit ose n\u00eb cloud.<\/li>\n<li>T\u00eb p\u00ebrdorin funksione t\u00eb avancuara t\u00eb mbrojtjes s\u00eb t\u00eb dh\u00ebnave.<\/li>\n<li>T\u00eb sigurojn\u00eb integrimin e t\u00eb dh\u00ebnave.<\/li>\n<li>T\u00eb marrin analizat operative nga t\u00eb dh\u00ebnat.\u00a0<\/li>\n<\/ul>\n<p>\nPlatforma e menaxhimit t\u00eb t\u00eb dh\u00ebnave mund t\u00eb nd\u00ebrtohet mbi disa produkte software ose t\u00eb p\u00ebrb\u00ebj\u00eb nj\u00eb sistem t\u00eb vet\u00ebm unifikuar. Nj\u00eb platform\u00eb komplekse siguron menaxhim t\u00eb nj\u00ebjt\u00eb p\u00ebr t\u00eb dh\u00ebnat n\u00eb gjith\u00eb infrastruktur\u00ebn IT, duke p\u00ebrfshir\u00eb backup-in e tyre, rikuperimin, arkivimin, menaxhimin e imazheve harduerike dhe gjenerimin e raporteve.<\/p>\n<p>Kjo platform\u00eb lejon realizimin e nj\u00eb strategjie multi-cloud, zgjerimin e qendr\u00ebs s\u00eb p\u00ebrpunimit t\u00eb t\u00eb dh\u00ebnave n\u00eb mjedisin cloud, migrim t\u00eb shpejt\u00eb n\u00eb cloud, shfryt\u00ebzimin e mund\u00ebsive p\u00ebr z\u00ebvend\u00ebsimin e pajisjeve dhe implementimin e opsioneve m\u00eb ekonomike p\u00ebr ruajtjen e t\u00eb dh\u00ebnave.<\/p>\n<p>Disa zgjidhje jan\u00eb t\u00eb afta t\u00eb arkivojn\u00eb automatikisht t\u00eb dh\u00ebnat. Me ndihm\u00ebn e inteligjenc\u00ebs artificiale, ato mund t\u00eb zbulojn\u00eb kur \"di\u00e7ka ka shkuar keq\" dhe t\u00eb nd\u00ebrmarrin automatikisht masa korrigjuese ose t\u00eb njoftojn\u00eb administrat\u00ebn, si dhe t\u00eb identifikojn\u00eb dhe parandalojn\u00eb sulmet e ndryshme. Automatizimi i sh\u00ebrbimeve ndihmon n\u00eb optimizimin e operacioneve IT, \u00e7liron stafin IT, minimizon gabimet p\u00ebr shkak t\u00eb faktor\u00ebve njer\u00ebzor\u00eb dhe redukton koh\u00ebn e ndales\u00ebs.\u00a0<\/p>\n<p>Cilat jan\u00eb cil\u00ebsit\u00eb q\u00eb duhet t\u00eb ket\u00eb nj\u00eb platform\u00eb moderne p\u00ebr menaxhimin e t\u00eb dh\u00ebnave, dhe ku p\u00ebrdoren n\u00eb praktik\u00eb k\u00ebto zgjidhje?<\/p>\n<p>Qasja \"nj\u00eb zgjidhje p\u00ebr t\u00eb gjith\u00eb\" nuk funksionon p\u00ebr platformat e menaxhimit t\u00eb t\u00eb dh\u00ebnave. \u00c7do kompani ka k\u00ebrkesa t\u00eb ndryshme p\u00ebr t\u00eb dh\u00ebnat, t\u00eb cilat varen nga lloji i biznesit, p\u00ebrvoja e pun\u00ebs, etj. Nj\u00eb platform\u00eb universale duhet, nga nj\u00ebra an\u00eb, t\u00eb siguroj\u00eb konfigurimin p\u00ebr pun\u00ebn me t\u00eb dh\u00ebna n\u00eb nj\u00eb nd\u00ebrmarrje t\u00eb caktuar, dhe nga ana tjet\u00ebr, t\u00eb jet\u00eb e pavarur nga specifikat e sektorit t\u00eb aplikuesh\u00ebm, fush\u00ebs s\u00eb p\u00ebrdorimit t\u00eb produktit t\u00eb nd\u00ebrtuar mbi t\u00eb dhe mjedisit t\u00eb tij informativ.\u00a0<\/p>\n<p><img decoding=\"async\" alt=\"Platformat e menaxhimit t\u00eb t\u00eb dh\u00ebnave: nga periferia n\u00eb re\" src=\"\/wp-content\/uploads\/2020\/05\/473555c60cae20f2f9bb129b11b16a23.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Fushat praktike t\u00eb menaxhimit t\u00eb t\u00eb dh\u00ebnave (burimi; CMMI Institute).<\/i><\/p>\n<p>Ja disa fusha praktike t\u00eb aplikimit t\u00eb platformave t\u00eb menaxhimit t\u00eb t\u00eb dh\u00ebnave:<\/p>\n<p>Komponenti<br \/>\nFushat e p\u00ebrdorimit<\/p>\n<p>Strategjia e menaxhimit t\u00eb t\u00eb dh\u00ebnave<br \/>\nQ\u00ebllimet dhe objektivat e menaxhimit, kultura korporative e menaxhimit t\u00eb t\u00eb dh\u00ebnave, p\u00ebrcaktimi i k\u00ebrkesave p\u00ebr ciklin e jet\u00ebs s\u00eb t\u00eb dh\u00ebnave.<\/p>\n<p>Menaxhimi i t\u00eb dh\u00ebnave<br \/>\nMenaxhimi i t\u00eb dh\u00ebnave dhe metadata<\/p>\n<p>Operacionet me t\u00eb dh\u00ebna<br \/>\nStandartet dhe procedurat p\u00ebr pun\u00ebn me burimet e t\u00eb dh\u00ebnave<\/p>\n<p>Cil\u00ebsia e t\u00eb dh\u00ebnave<br \/>\nSigurimi i cil\u00ebsis\u00eb, korniza e cil\u00ebsis\u00eb s\u00eb t\u00eb dh\u00ebnave<\/p>\n<p>Platforma dhe arkitektura<br \/>\nKorniza arkitekturore, platformat dhe integrimi\u00a0<\/p>\n<p>Proceset mb\u00ebshtet\u00ebse<br \/>\nVler\u00ebsimi dhe analiza, menaxhimi i proceseve, sigurimi i cil\u00ebsis\u00eb, menaxhimi i rrezikut, menaxhimi i konfiguracionit<\/p>\n<p>\nP\u00ebr m\u00eb tep\u00ebr, k\u00ebto platforma luajn\u00eb nj\u00eb rol t\u00eb r\u00ebnd\u00ebsish\u00ebm n\u00eb procesin e transformimit t\u00eb organizat\u00ebs n\u00eb nj\u00eb nd\u00ebrmarrje, \"e menaxhuar nga t\u00eb dh\u00ebnat\", e cila mund t\u00eb ndahet n\u00eb disa faza:\u00a0<\/p>\n<ol>\n<li>Ndryshimi i menaxhimit t\u00eb t\u00eb dh\u00ebnave n\u00eb sistemet ekzistuese, implementimi i modelit t\u00eb rolit me ndarje detyrash dhe autorizimesh. Kontrolli i cil\u00ebsis\u00eb s\u00eb t\u00eb dh\u00ebnave, verifikimi nd\u00ebrmjet sistemeve, korrigjimi i t\u00eb dh\u00ebnave t\u00eb pasakta.\u00a0<\/li>\n<li>Konfigurimi i proceseve t\u00eb nxjerrjes dhe mbledhjes s\u00eb t\u00eb dh\u00ebnave, transformimit dhe ngarkimit t\u00eb tyre. Rregullimi i t\u00eb dh\u00ebnave n\u00eb nj\u00eb sistem t\u00eb vet\u00ebm pa e komplikuar kontrollin e cil\u00ebsis\u00eb s\u00eb t\u00eb dh\u00ebnave dhe ndryshimin e proceseve t\u00eb biznesit.\u00a0<\/li>\n<li>Integrimi i t\u00eb dh\u00ebnave. Automatizimi i proceseve t\u00eb shp\u00ebrndarjes s\u00eb t\u00eb dh\u00ebnave t\u00eb nevojshme n\u00eb vendin e duhur dhe n\u00eb koh\u00ebn e duhur.\u00a0<\/li>\n<li>Hyrja e kontrollit t\u00eb plot\u00eb t\u00eb cil\u00ebsis\u00eb s\u00eb t\u00eb dh\u00ebnave. P\u00ebrcaktimi i parametrave t\u00eb kontrollit t\u00eb cil\u00ebsis\u00eb, zhvillimi i metodologjis\u00eb p\u00ebr p\u00ebrdorimin e sistemeve automatike.\u00a0<\/li>\n<li>Zbatimi i mjeteve p\u00ebr menaxhimin e proceseve t\u00eb mbledhjes s\u00eb t\u00eb dh\u00ebnave, verifikimit, deduplikimit dhe pastrimit t\u00eb tyre. Si pasoj\u00eb \u2014 rritja e cil\u00ebsis\u00eb, sakt\u00ebsis\u00eb dhe unifikimit t\u00eb t\u00eb dh\u00ebnave n\u00eb t\u00eb gjitha sistemet e nd\u00ebrmarrjes.\u00a0<\/li>\n<\/ol>\n<p><\/p>\n<h2>P\u00ebrfitimet e platformave t\u00eb menaxhimit t\u00eb t\u00eb dh\u00ebnave<\/h2>\n<p>\nKompani q\u00eb punojn\u00eb n\u00eb m\u00ebnyr\u00eb efektive me t\u00eb dh\u00ebnat zakonisht arrijn\u00eb sukses m\u00eb t\u00eb madh krahasuar me konkurrenc\u00ebn, nxjerrin produktet dhe sh\u00ebrbimet n\u00eb treg m\u00eb shpejt, kuptojn\u00eb m\u00eb mir\u00eb nevojat e audienc\u00ebs s\u00eb tyre t\u00eb synuar dhe mund t\u00eb reagojn\u00eb n\u00eb m\u00ebnyr\u00eb t\u00eb shpejt\u00eb ndaj ndryshimeve n\u00eb k\u00ebrkes\u00eb. Platforma p\u00ebr menaxhimin e t\u00eb dh\u00ebnave ofrojn\u00eb mund\u00ebsin\u00eb e \"pastrimit\" t\u00eb t\u00eb dh\u00ebnave, marrjes s\u00eb informacionit cil\u00ebsor dhe relevant, transformimit t\u00eb t\u00eb dh\u00ebnave dhe vler\u00ebsimit strategjik t\u00eb t\u00eb dh\u00ebnave t\u00eb nd\u00ebrmarrjes.\u00a0<\/p>\n<p>Nj\u00eb shembull i nj\u00eb platforme universale p\u00ebr nd\u00ebrtimin e sistemeve t\u00eb menaxhimit t\u00eb t\u00eb dh\u00ebnave t\u00eb korporatave \u00ebsht\u00eb ruse \"Unidata\", e krijuar mbi baz\u00ebn e softuerit me burim t\u00eb hapur. Ajo ofron mjete p\u00ebr t\u00eb krijuar modele t\u00eb t\u00eb dh\u00ebnave dhe burime p\u00ebr t\u00eb zgjeruar funksionalitetin e saj gjat\u00eb integrimit n\u00eb mjedise t\u00eb ndryshme IT dhe sisteme informative t\u00eb pal\u00ebve t\u00eb treta: nga menaxhimi i burimeve materialo-teknike deri te p\u00ebrpunimi i sigurt i volumit t\u00eb madh t\u00eb t\u00eb dh\u00ebnave personale.\u00a0<\/p>\n<p><img decoding=\"async\" alt=\"Platformat e menaxhimit t\u00eb t\u00eb dh\u00ebnave: nga periferia n\u00eb re\" src=\"\/wp-content\/uploads\/2020\/05\/84c53297142311216c88c4a758a844ef.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Arkitektura e platform\u00ebs \"Unidata\" t\u00eb kompanis\u00eb me t\u00eb nj\u00ebjtin em\u00ebr.<\/i><\/p>\n<p>Kjo platform\u00eb shum\u00ebfunksionale siguron grumbullimin e centralizuar t\u00eb t\u00eb dh\u00ebnave (inventarizimi dhe llogaritja e resurseve), standardizimin e informacionit (normalizimi dhe pasurimi), ruajtjen e informacionit aktual dhe historik (kontrolli i versioneve t\u00eb regjistrimeve, periudhat e vlefshm\u00ebris\u00eb s\u00eb t\u00eb dh\u00ebnave), cil\u00ebsin\u00eb e t\u00eb dh\u00ebnave dhe mbajtjen e statistikave. Ajo parashikon automatizimin e detyrave si grumbullimi, akumulimi, pastrimi, p\u00ebrputhja, konsolidimi, verifikimi i cil\u00ebsis\u00eb, shp\u00ebrndarja e t\u00eb dh\u00ebnave, si dhe mjete p\u00ebr automatizimin e sistemit t\u00eb vendimmarrjes.\u00a0<\/p>\n<h2>Platformat e menaxhimit t\u00eb t\u00eb dh\u00ebnave (DPM) n\u00eb reklamim dhe marketing\u00a0<\/h2>\n<p>\nN\u00eb reklamim dhe marketing, koncepti i platform\u00ebs s\u00eb menaxhimit t\u00eb t\u00eb dh\u00ebnave DMP (Data Management Platform) ka nj\u00eb kuptim m\u00eb t\u00eb ngusht\u00eb. Kjo \u00ebsht\u00eb nj\u00eb platform\u00eb software, e cila mbi baz\u00ebn e t\u00eb dh\u00ebnave t\u00eb mbledhura lejon kompanit\u00eb t\u00eb identifikojn\u00eb segmente audienc\u00ebs p\u00ebr targetimin e reklamave n\u00eb p\u00ebrdorues t\u00eb caktuar dhe n\u00eb kontekstin e fushatave reklamuese n\u00eb internet. Ky lloj programi \u00ebsht\u00eb i aft\u00eb t\u00eb mbledh\u00eb, p\u00ebrpunoj\u00eb dhe ruaj\u00eb \u00e7do lloj t\u00eb dh\u00ebnash audienc\u00eb, si dhe ka mund\u00ebsin\u00eb e p\u00ebrdorimit t\u00eb tyre p\u00ebrmes kanaleve t\u00eb njohura mediale.<\/p>\n<p><img decoding=\"async\" alt=\"Platformat e menaxhimit t\u00eb t\u00eb dh\u00ebnave: nga periferia n\u00eb re\" src=\"\/wp-content\/uploads\/2020\/05\/dd2326fe6b2aff1ebb605afeeb156ab5.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Sipas parashikimeve t\u00eb Market Research Future (MRFR), tregu global i platformave t\u00eb menaxhimit t\u00eb t\u00eb dh\u00ebnave (DMP) mund t\u00eb arrij\u00eb n\u00eb 3 miliard\u00eb dollar\u00eb deri n\u00eb fund t\u00eb vitit 2023 me nj\u00eb norm\u00eb t\u00eb rritjes vjetore prej 15%, dhe deri n\u00eb vitin 2025, volumi i tij do t\u00eb kaloj\u00eb 3.5 miliard\u00eb dollar\u00eb.<\/i><\/p>\n<p>Sistemi DMP:<\/p>\n<ul>\n<li>Ofron mund\u00ebsin\u00eb p\u00ebr t\u00eb mbledhur dhe strukturizuar t\u00eb gjitha llojet e t\u00eb dh\u00ebnave t\u00eb audienc\u00ebs; p\u00ebr t\u00eb analizuar t\u00eb dh\u00ebnat ekzistuese; p\u00ebr t\u00eb transferuar t\u00eb dh\u00ebna n\u00eb \u00e7do hap\u00ebsir\u00eb mediale p\u00ebr vendosjen e reklamave t\u00eb synuara.\u00a0<\/li>\n<li>Ndihmon n\u00eb grumbullimin, organizimin dhe aktivizimin e t\u00eb dh\u00ebnave nga burime t\u00eb ndryshme dhe n\u00eb transformimin e tyre n\u00eb nj\u00eb format t\u00eb dobish\u00ebm.\u00a0<\/li>\n<li>Organizon t\u00eb gjitha t\u00eb dh\u00ebnat n\u00eb kategori sipas objektivave t\u00eb biznesit dhe modeleve t\u00eb marketingut. Sistemi analizon t\u00eb dh\u00ebnat dhe gjeneron segmente audienc\u00ebs q\u00eb p\u00ebrfaq\u00ebsojn\u00eb sakt\u00ebsisht baz\u00ebn e klient\u00ebve n\u00eb nj\u00eb gam\u00eb t\u00eb gjer\u00eb kanal\u00ebsh, t\u00eb bazuara n\u00eb karakteristika t\u00eb ndryshme t\u00eb zakonshme.<\/li>\n<li>Leht\u00ebson rritjen e sakt\u00ebsis\u00eb s\u00eb targetimit t\u00eb reklamave n\u00eb internet dhe ndihmon n\u00eb nd\u00ebrtimin e komunikimeve t\u00eb personalizuara me audienc\u00ebn p\u00ebrkat\u00ebse. N\u00eb baz\u00eb t\u00eb DMP mund t\u00eb konfigurohen gjithashtu zinxhir\u00eb nd\u00ebrveprimi me \u00e7do segment t\u00eb synuar, n\u00eb m\u00ebnyr\u00eb q\u00eb p\u00ebrdoruesit t\u00eb marrin mesazhe t\u00eb p\u00ebrshtatshme n\u00eb momentin e duhur dhe n\u00eb vendin e duhur.<\/li>\n<\/ul>\n<p>\nRritja e pjes\u00ebs s\u00eb marketingut digjital ndikon ndjesh\u00ebm n\u00eb rritjen e tregut t\u00eb platformave t\u00eb menaxhimit t\u00eb t\u00eb dh\u00ebnave. Sistemet DMP mund t\u00eb unifikojn\u00eb shpejt t\u00eb dh\u00ebnat nga burime t\u00eb ndryshme dhe t\u00eb ndajn\u00eb p\u00ebrdoruesit n\u00eb disa kategori n\u00eb baz\u00eb t\u00eb modelit t\u00eb tyre t\u00eb sjelljes. K\u00ebto mund\u00ebsi kontribuojn\u00eb n\u00eb k\u00ebrkes\u00ebn p\u00ebr DMP nga marketingu.\u00a0<\/p>\n<p>Tregu global i platformave t\u00eb menaxhimit t\u00eb t\u00eb dh\u00ebnave p\u00ebrfaq\u00ebsohet nga nj\u00eb num\u00ebr lojtar\u00ebsh kryesor\u00eb, si dhe disa kompani t\u00eb reja, p\u00ebrfshir\u00eb Lotame Solutions, KBM Group, Rocket Fuel, Krux Digital, Oracle, Neustar, SAS Institute, SAP, Adobe Systems, Cloudera, Turn, Informatica dhe t\u00eb tjer\u00eb.<\/p>\n<p>Shembulli i nj\u00eb zgjidhjeje ruse \u2014 nj\u00eb produkt infrastrukture i l\u00ebshuar nga Mail.ru Group, i cili p\u00ebrb\u00ebn nj\u00eb platform\u00eb t\u00eb vetme p\u00ebr menaxhimin dhe p\u00ebrpunimin e t\u00eb dh\u00ebnave (Data Management Platform, DMP). Ky zgjidhje lejon nd\u00ebrtimin e p\u00ebrshkrimeve t\u00eb avancuara t\u00eb profileve t\u00eb segmenteve t\u00eb audienc\u00ebs brenda platform\u00ebs, e cila \u00ebsht\u00eb e integruar me mjetet e marketingut. DMP bashkon zgjidhje dhe sh\u00ebrbime t\u00eb Mail.ru Group n\u00eb fush\u00ebn e marketingut omnikanal dhe pun\u00ebs me audienc\u00ebn. Klient\u00ebt do t\u00eb mund t\u00eb ruajn\u00eb, p\u00ebrpunojn\u00eb dhe strukturojn\u00eb t\u00eb dh\u00ebnat e tyre t\u00eb paskrupulloara, si dhe t'i aktivizojn\u00eb ato n\u00eb komunikimet reklamuese, duke rritur efikasitetin e biznesit dhe marketingut.\u00a0<\/p>\n<h2>Menaxhimi i t\u00eb dh\u00ebnave n\u00eb mjedisin cloud<\/h2>\n<p>\nNj\u00eb kategori tjet\u00ebr zgjidhjesh p\u00ebr menaxhimin e t\u00eb dh\u00ebnave \u2013 platformat cloud. N\u00eb ve\u00e7anti, p\u00ebrdorimi i nj\u00eb zgjidhjeje moderne p\u00ebr mbrojtjen e t\u00eb dh\u00ebnave n\u00eb kuad\u00ebr t\u00eb menaxhimit t\u00eb t\u00eb dh\u00ebnave n\u00eb cloud lejon shmangien e problemeve t\u00eb mundshme \u2013 nga k\u00ebrc\u00ebnimet ndaj siguris\u00eb deri te problemet me migrimin e t\u00eb dh\u00ebnave dhe uljen e performanc\u00ebs, si dhe zgjidhjen e sfidave t\u00eb transformimit digjital q\u00eb p\u00ebrballen kompanit\u00eb. Natyrisht, funksionet e sistemeve t\u00eb tilla nuk jan\u00eb t\u00eb kufizuara vet\u00ebm n\u00eb mbrojtjen e t\u00eb dh\u00ebnave.<\/p>\n<p><img decoding=\"async\" alt=\"Platformat e menaxhimit t\u00eb t\u00eb dh\u00ebnave: nga periferia n\u00eb re\" src=\"\/wp-content\/uploads\/2020\/05\/9a276127b55533ed0f7c173a37465a25.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Funksionet e platform\u00ebs cloud p\u00ebr menaxhimin e t\u00eb dh\u00ebnave n\u00eb paraqitjen e Gartner: shp\u00ebrndarja e burimeve, automatizimi dhe orkestrimi; menaxhimi i k\u00ebrkesave p\u00ebr sh\u00ebrbim; menaxhimi i nivelit t\u00eb lart\u00eb dhe kontrolli i p\u00ebrputhshm\u00ebris\u00eb me politikat; monitorimi dhe matja e parametrave; mb\u00ebshtetje p\u00ebr mjedise multi-cloud; optimizimi dhe transparenca e kostove; optimizimi i kapaciteteve dhe burimeve; migrazione n\u00eb cloud dhe sigurimi i q\u00ebndrueshm\u00ebris\u00eb ndaj katastrofave (DR); menaxhimi i nivelit t\u00eb sh\u00ebrbimit; siguria dhe identifikimi; automatizimi i p\u00ebrdit\u00ebsimeve t\u00eb konfigurimeve.<\/i><\/p>\n<p>Menaxhimi i t\u00eb dh\u00ebnave n\u00eb mjedisin cloud duhet t\u00eb ofroj\u00eb nj\u00eb nivel t\u00eb lart\u00eb t\u00eb disponueshm\u00ebris\u00eb s\u00eb t\u00eb dh\u00ebnave, kontrollit, dhe automatizimit t\u00eb menaxhimit t\u00eb t\u00eb dh\u00ebnave n\u00eb qendrat e t\u00eb dh\u00ebnave, rreth rrjetit dhe n\u00eb cloud.\u00a0<\/p>\n<p><img decoding=\"async\" alt=\"Platformat e menaxhimit t\u00eb t\u00eb dh\u00ebnave: nga periferia n\u00eb re\" src=\"\/wp-content\/uploads\/2020\/05\/e1d8ab3f0d128956b4a016f1c0aaf102.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Menaxhimi i t\u00eb dh\u00ebnave cloud (Cloud Data Management, CDM) \u00ebsht\u00eb nj\u00eb platform\u00eb q\u00eb p\u00ebrdoret p\u00ebr t\u00eb menaxhuar t\u00eb dh\u00ebnat e korporatave n\u00eb ambiente t\u00eb ndryshme cloud, duke marr\u00eb parasysh qasjet private, publike, hibride dhe multi-cloud.<\/i><\/p>\n<p>Nj\u00eb shembull i till\u00eb zgjidhjeje \u00ebsht\u00eb Veeam Cloud Data Management Platform. Sipas zhvilluesve t\u00eb sistemit, ajo ndihmon organizatat t\u00eb ndryshojn\u00eb qasjen ndaj menaxhimit t\u00eb t\u00eb dh\u00ebnave, ofron menaxhim inteligjent dhe t\u00eb automatizuar t\u00eb t\u00eb dh\u00ebnave dhe aksesin e tyre n\u00eb \u00e7do aplikacion ose infrastruktur\u00eb cloud.<\/p>\n<p><img decoding=\"async\" alt=\"Platformat e menaxhimit t\u00eb t\u00eb dh\u00ebnave: nga periferia n\u00eb re\" src=\"\/wp-content\/uploads\/2020\/05\/1221dcf790a21cc98d740b59d95e0f12.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Menaxhimi i t\u00eb dh\u00ebnave n\u00eb cloud n\u00eb Veeam konsiderohet nj\u00eb pjes\u00eb t\u00eb pandashme t\u00eb menaxhimit inteligjent t\u00eb t\u00eb dh\u00ebnave, q\u00eb garantojn\u00eb aksesin e tyre p\u00ebr biznesin nga \u00e7do vend.\u00a0<\/i><\/p>\n<p>Platforma cloud Veeam Cloud Data Management Platform lejon modernizimin e kopjimit rezerv\u00eb dhe p\u00ebrjashtimin nga sistemet e vjetra, ofron p\u00ebrshpejtimin e implementimit t\u00eb cloud-it hibrid dhe transferimin e t\u00eb dh\u00ebnave, si dhe automatizimin e siguris\u00eb t\u00eb t\u00eb dh\u00ebnave dhe p\u00ebrputhshm\u00ebris\u00eb me rregulloret.\u00a0<\/p>\n<p><img decoding=\"async\" alt=\"Platformat e menaxhimit t\u00eb t\u00eb dh\u00ebnave: nga periferia n\u00eb re\" src=\"\/wp-content\/uploads\/2020\/05\/81eea168bf76e9119921b9ef436a123b.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Veeam Cloud Data Management Platform \u00ebsht\u00eb \"nj\u00eb platform\u00eb moderne p\u00ebr menaxhimin e t\u00eb dh\u00ebnave, q\u00eb mb\u00ebshtet \u00e7do cloud.\"<\/i><\/p>\n<p>Si duket, platformat moderne t\u00eb menaxhimit t\u00eb t\u00eb dh\u00ebnave paraqesin nj\u00eb klas\u00eb mjaft t\u00eb gjer\u00eb dhe t\u00eb larmishme zgjidhjesh. Ato ndahen p\u00ebr nj\u00eb gj\u00eb: p\u00ebrkushtimi ndaj pun\u00ebs efektive me t\u00eb dh\u00ebnat e korporatave dhe shnd\u00ebrrimi i nj\u00eb kompanie ose organizate n\u00eb nj\u00eb nd\u00ebrmarrje moderne t\u00eb orientuar nga t\u00eb dh\u00ebnat (data-driven enterprise).<\/p>\n<p>Platformat e menaxhimit t\u00eb t\u00eb dh\u00ebnave jan\u00eb nj\u00eb evolucion i nevojsh\u00ebm i menaxhimit tradicional t\u00eb t\u00eb dh\u00ebnave. Nj\u00eb num\u00ebr n\u00eb rritje organizatash po transferojn\u00eb t\u00eb dh\u00ebnat n\u00eb re, nd\u00ebrsa nj\u00eb num\u00ebr gjithnj\u00eb e m\u00eb t\u00eb madh konfiguracionesh lokale dhe n\u00eb re po krijon probleme t\u00eb reja q\u00eb duhet t\u00eb zgjidhen pik\u00ebrisht nga k\u00ebndv\u00ebshtrimi i menaxhimit t\u00eb t\u00eb dh\u00ebnave. Menaxhimi i t\u00eb dh\u00ebnave n\u00eb re \u2014 nj\u00eb qasje e p\u00ebrmir\u00ebsuar, nj\u00eb paradig\u00ebm e re q\u00eb zgjeron funksionalitetet e menaxhimit t\u00eb t\u00eb dh\u00ebnave p\u00ebr t\u00eb mb\u00ebshtetur platforma, aplikacione dhe skenar\u00eb t\u00eb rinj.<\/p>\n<p>S\u00eb fundmi, sipas raportit t\u00eb menaxhimit t\u00eb t\u00eb dh\u00ebnave n\u00eb re nga Veeam p\u00ebr vitin 2019, kompanit\u00eb planifikojn\u00eb t\u00eb integrojn\u00eb m\u00eb thell\u00eb teknologjit\u00eb e reja n\u00eb re, teknologjit\u00eb e hibridit t\u00eb re, analizat e t\u00eb dh\u00ebnave t\u00eb m\u00ebdha, inteligjenc\u00ebn artificial dhe internetin e gj\u00ebrave. pritet q\u00eb implementimi i k\u00ebtyre iniciativave digjitale t\u00eb sjell\u00eb p\u00ebrfitime t\u00eb konsiderueshme p\u00ebr kompanit\u00eb.<\/p>\n<p>Bizneset po p\u00ebrshpejtojn\u00eb implementimin e platformave t\u00eb t\u00eb dh\u00ebnave dhe jan\u00eb t\u00eb gatshme t\u00eb angazhojn\u00eb re p\u00ebr t\u00eb realizuar ngarkesat analitike, megjithat\u00eb shum\u00eb p\u00ebrballen me sfida duke u p\u00ebrpjekur t\u00eb p\u00ebrdorin t\u00eb dh\u00ebnat e tyre p\u00ebr t\u00eb arritur rezultate m\u00eb t\u00eb mira biznesi, besojn\u00eb analist\u00ebt e kompanis\u00eb 451 Research. Platforma m\u00eb t\u00eb reja p\u00ebr menaxhimin e t\u00eb dh\u00ebnave do t'i ndihmojn\u00eb bizneset t\u00eb orientohen n\u00eb proceset komplekse t\u00eb pun\u00ebs me t\u00eb dh\u00ebna n\u00eb disa re, t\u00eb p\u00ebrdorin mjete p\u00ebr menaxhimin e t\u00eb dh\u00ebnave dhe t\u00eb realizojn\u00eb analitik\u00ebn e tyre pavar\u00ebsisht se ku ndodhen k\u00ebto t\u00eb dh\u00ebna.<\/p>\n<p>P\u00ebrderisa ne p\u00ebrpiqemi t\u00eb q\u00ebndrojm\u00eb n\u00eb hap me koh\u00ebn dhe orientohemi nga d\u00ebshirat e klient\u00ebve tan\u00eb (si t\u00eb tanish\u00ebm ashtu edhe t\u00eb mundsh\u00ebm), d\u00ebshirojm\u00eb t\u00eb pyesim komunitetin Habr, a do t\u00eb donit t\u00eb shihni Veeam n\u00eb <noindex><a rel=\"nofollow\" href=\"https:\/\/ruvds.com\/ru-rub\/marketplace\">merkatplace-in ton\u00eb<\/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=\"Platformat e menaxhimit t\u00eb t\u00eb dh\u00ebnave: nga periferia n\u00eb re\" src=\"\/wp-content\/uploads\/2020\/05\/5e34710a887156a3f19f4d4c551bff6f.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/a><\/noindex><\/p>\n<p class=\"for_users_only_msg\">Vet\u00ebm p\u00ebrdoruesit e regjistruar mund t\u00eb marrin pjes\u00eb n\u00eb anket\u00eb. <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/auth\/login\/\">Hyni<\/a><\/noindex>, ju lutemi.<\/p>\n<h2 class=\"default-block__polling-title\">Ofert\u00eb paket\u00eb me Veeam n\u00eb tregun e aplikacioneve<\/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>Po, ide e mir\u00eb5<\/p>\n<\/li>\n<li class=\"poll-result__item\">\n<p>                <strong class=\"poll-result__data-percent\">37,5%<\/strong>Mendoj se nuk do t\u00eb funksionoj\u00eb3<\/p>\n<\/li>\n<\/ul>\n<p>    8 p\u00ebrdorues kan\u00eb votuar. 4 p\u00ebrdorues jan\u00eb abstenuar.<br \/>\n<br \/>Burimi: <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 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\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 4.9.10 - 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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Me zgjerimin e mund\u00ebsive t\u00eb analiz\u00ebs, vlera e t\u00eb dh\u00ebnave q\u00eb mbledhin dhe akumullojn\u00eb kompanit\u00eb vazhdimisht rritet. Ndon\u00ebse shpesh flitet p\u00ebr nj\u00eb rritje eksplozive, shpejt\u00ebsisht eksponenciale t\u00eb sasis\u00eb s\u00eb t\u00eb dh\u00ebnave q\u00eb gjenerohen nga kompanit\u00eb. Raportohet se 90% e t\u00eb dh\u00ebnave jan\u00eb krijuar n\u00eb dy vitet e fundit. 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