{"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 edge te cloud","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Sot 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 analitik\u00ebs, vlera e t\u00eb dh\u00ebnave q\u00eb grumbullohen dhe akumulohen nga kompanit\u00eb po rritet vazhdimisht. Shpesh flitet p\u00ebr rritjen eksplozive dhe eksponenciale t\u00eb sasis\u00eb s\u00eb t\u00eb dh\u00ebnave korporative q\u00eb krijohen. 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 edge te 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>Rritja e sasis\u00eb s\u00eb t\u00eb dh\u00ebnave shoq\u00ebrohet nga rritja e vler\u00ebs s\u00eb tyre.<\/h2>\n<p>\nT\u00eb dh\u00ebnat krijohen dhe p\u00ebrdoren nga sistemi i analitik\u00ebs s\u00eb t\u00eb dh\u00ebnave t\u00eb m\u00ebdha, internetit t\u00eb objekteve (IoT), inteligjenc\u00ebs artificiale dhe t\u00eb tjer\u00eb. T\u00eb dh\u00ebnat e mbledhura jan\u00eb baza p\u00ebr p\u00ebrmir\u00ebsimin e cil\u00ebsis\u00eb s\u00eb sh\u00ebrbimit p\u00ebr klient\u00ebt, marrjen e vendimeve, mb\u00ebshtetje operacionale t\u00eb kompanive, si dhe p\u00ebr hulumtime t\u00eb ndryshme dhe zhvillime.<\/p>\n<p><img decoding=\"async\" alt=\"Platformat e menaxhimit t\u00eb t\u00eb dh\u00ebnave: nga edge te cloud\" 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, sasia e t\u00eb dh\u00ebnave t\u00eb ruajtura n\u00eb bot\u00eb do t\u00eb dyfishohet nga viti 2018 deri n\u00eb vitin 2023, nd\u00ebrsa kapaciteti total i depozitave t\u00eb t\u00eb dh\u00ebnave do t\u00eb arrij\u00eb 11,7 zettabyte, me t\u00eb dh\u00ebnat e bazave t\u00eb t\u00eb dh\u00ebnave t\u00eb kompanive q\u00eb do t\u00eb p\u00ebrb\u00ebjn\u00eb mbi tre t\u00eb kat\u00ebrtat e sasis\u00eb totale. \u00cbsht\u00eb karakteristike q\u00eb, n\u00eb vitin 2018, kapaciteti total i disqeve t\u00eb ngurta t\u00eb instaluar (HDD), q\u00eb ende mbeten bart\u00ebs kryesor\u00eb t\u00eb informacioneve, ishte 869 exabyte, nd\u00ebrsa deri n\u00eb vitin 2023 ky num\u00ebr mund t\u00eb kaloj\u00eb 2,6 zettabyte.<\/p>\n<h2>Platformat e menaxhimit t\u00eb t\u00eb dh\u00ebnave: p\u00ebr \u00e7far\u00eb jan\u00eb t\u00eb nevojshme dhe \u00e7far\u00eb roli luajn\u00eb?<\/h2>\n<p>\nNuk \u00ebsht\u00eb \u00e7udi q\u00eb \u00e7\u00ebshtjet e menaxhimit t\u00eb t\u00eb dh\u00ebnave po b\u00ebhen prioritet p\u00ebr kompanit\u00eb, duke pasur nj\u00eb ndikim t\u00eb drejtp\u00ebrdrejt\u00eb n\u00eb funksionimin e tyre. P\u00ebr t\u00eb zgjidhur k\u00ebto \u00e7\u00ebshtje, her\u00eb-her\u00eb duhet t\u00eb tejkalohen v\u00ebshtir\u00ebsi t\u00eb tilla si heterogjeniteti i sistemeve, formateve t\u00eb t\u00eb dh\u00ebnave, metodave t\u00eb ruajtjes dhe p\u00ebrdorimit, dhe qasjeve t\u00eb menaxhimit n\u00eb kushte t\u00eb nj\u00eb 'kopshti zoologjik' t\u00eb zgjidhjeve q\u00eb 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 edge te cloud\" src=\"\/wp-content\/uploads\/2020\/05\/aa9ec678fe0f1b837fb83698de97f81e.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\nRezultati i k\u00ebtij qasjeje jo t\u00eb unifikuar \u00ebsht\u00eb fragmentimi i masave t\u00eb t\u00eb dh\u00ebnave, t\u00eb ruajtura dhe t\u00eb p\u00ebrpunuara n\u00eb sisteme t\u00eb ndryshme, procedura t\u00eb ndryshme t\u00eb sigurimit t\u00eb cil\u00ebsis\u00eb s\u00eb t\u00eb dh\u00ebnave. K\u00ebto probleme standarde rrisin kostot e pun\u00ebs dhe financiare gjat\u00eb pun\u00ebs 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 adaptohet nevojave, detyrave dhe objekteve t\u00eb mundshme t\u00eb nd\u00ebrmarrjes. Nuk ekziston nj\u00eb sistem automatizimi gjith\u00ebp\u00ebrfshir\u00ebs, nj\u00eb platform\u00eb p\u00ebr menaxhimin e t\u00eb dh\u00ebnave q\u00eb t\u00eb mbuloj\u00eb t\u00eb gjitha detyrat. Megjithat\u00eb, sistemet moderne t\u00eb menaxhimit t\u00eb t\u00eb dh\u00ebnave q\u00eb jan\u00eb gjith\u00ebp\u00ebrfshir\u00ebse, fleksibile dhe t\u00eb shkall\u00ebzuara shpesh paraqesin nj\u00eb softuer universalisht 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 reja u japin mund\u00ebsin\u00eb nd\u00ebrmarrjeve t\u00eb rip\u00ebrcaktojn\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 se cilat t\u00eb dh\u00ebna jan\u00eb t\u00eb disponueshme, cilat politika lidhen me to, ku dhe sa koh\u00eb ruhet informacioni, dhe p\u00ebrfundimisht, i japin mund\u00ebsin\u00eb p\u00ebr t\u00eb ofruar informacionin e nevojsh\u00ebm n\u00eb koh\u00ebn e duhur p\u00ebr njer\u00ebzit e duhur. K\u00ebto zgjidhje zgjeruese ndihmojn\u00eb nd\u00ebrmarrjet dhe i lejojn\u00eb ato:\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, dhe t\u00eb ken\u00eb akses n\u00eb lloje t\u00eb ndryshme t\u00eb t\u00eb dh\u00ebnave.<\/li>\n<li>Me ndihm\u00ebn e mjeteve t\u00eb orkestrimit dhe automatizimit, t\u00eb l\u00ebvizin t\u00eb dh\u00ebnat aty ku ruajtja e tyre \u00ebsht\u00eb m\u00eb efikase \u2014 n\u00eb infrastruktur\u00ebn e ruajtjes primare, sekondare, n\u00eb Qendr\u00ebn e t\u00eb Dh\u00ebnave t\u00eb ofruesit ose n\u00eb cloud.<\/li>\n<li>T\u00eb p\u00ebrdorin funksione komplekse 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 analitik\u00eb 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 softuerike ose t\u00eb p\u00ebrfaq\u00ebsoj\u00eb nj\u00eb sistem t\u00eb unifikuar. Nj\u00eb platform\u00eb gjith\u00ebp\u00ebrfshir\u00ebse siguron menaxhimin e nj\u00ebjt\u00eb t\u00eb t\u00eb dh\u00ebnave n\u00eb t\u00eb gjith\u00eb infrastruktur\u00ebn IT, duke p\u00ebrfshir\u00eb kopjimin e tyre, rikuperimin, arkivimin, menaxhimin e snapshot-eve t\u00eb pajisjeve dhe marrjen e raporteve.<\/p>\n<p>Kjo platform\u00eb lejon realizimin e nj\u00eb strategjie multi-cloud, zgjerimin e Qendr\u00ebs s\u00eb t\u00eb Dh\u00ebnave n\u00eb mjedisin cloud, migrimin e shpejt\u00eb n\u00eb cloud, shfryt\u00ebzimin e mund\u00ebsive p\u00ebr z\u00ebvend\u00ebsimin e pajisjeve dhe p\u00ebrdorimin e varianteve m\u00eb ekonomike p\u00ebr ruajtjen e t\u00eb dh\u00ebnave.<\/p>\n<p>Disa 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 se \"dicka shkoi keq\" dhe automatikisht t\u00eb nd\u00ebrmarrin masa korrigjuese ose t\u00eb njoftojn\u00eb administratorin, si dhe t\u00eb identifikojn\u00eb dhe ndalojn\u00eb sulme t\u00eb ndryshme. Automatizimi i sh\u00ebrbimeve ndihmon n\u00eb optimizimin e operacioneve IT, lejon lirimin e stafit IT, minimizon gabimet p\u00ebr shkak t\u00eb faktor\u00ebve njer\u00ebzor\u00eb dhe redukton koh\u00ebn e ndaljes.\u00a0<\/p>\n<p>\u00c7far\u00eb cil\u00ebsish duhet t\u00eb ket\u00eb nj\u00eb platform\u00eb moderne p\u00ebr menaxhimin e t\u00eb dh\u00ebnave dhe ku aplikohet praktikisht e till\u00eb zgjidhje?<\/p>\n<p>Qasja \"nj\u00eb zgjidhje p\u00ebr t\u00eb gjith\u00eb\" nuk funksionon n\u00eb rastin e platformave p\u00ebr menaxhimin e t\u00eb dh\u00ebnave. \u00c7do kompani ka k\u00ebrkesat e saj p\u00ebr t\u00eb dh\u00ebnat, t\u00eb cilat varen nga lloji i biznesit, p\u00ebrvoja e pun\u00ebs dhe faktor\u00eb t\u00eb tjer\u00eb. Nj\u00eb platform\u00eb universale duhet, nga nj\u00eb an\u00eb, t\u00eb ofroj\u00eb konfigurim p\u00ebr t\u00eb punuar me t\u00eb dh\u00ebnat n\u00eb p\u00ebrmbarimin konkret, dhe nga ana tjet\u00ebr, t\u00eb jet\u00eb e pavarur nga specifikat e llojit t\u00eb aplikimit, fush\u00ebs s\u00eb p\u00ebrdorimit t\u00eb produktit t\u00eb nd\u00ebrtuar mbi t\u00eb dhe ambientin informatik t\u00eb tij.\u00a0<\/p>\n<p><img decoding=\"async\" alt=\"Platformat e menaxhimit t\u00eb t\u00eb dh\u00ebnave: nga edge te cloud\" 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>K\u00ebtu jan\u00eb disa fusha praktike t\u00eb aplikimit t\u00eb platformave p\u00ebr menaxhimin e t\u00eb dh\u00ebnave:<\/p>\n<p>Komponenti<br \/>\nFusha e aplikimit<\/p>\n<p>Strategjia e menaxhimit t\u00eb t\u00eb dh\u00ebnave<br \/>\nQ\u00ebllimet dhe detyrat e menaxhimit, kultura e korporat\u00ebs p\u00ebr menaxhimin e 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 metadatat<\/p>\n<p>Operacionet me t\u00eb dh\u00ebna<br \/>\nStandardet 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, kuadri i cil\u00ebsis\u00eb s\u00eb t\u00eb dh\u00ebnave<\/p>\n<p>Platforma dhe arkitektura<br \/>\nKuadri arkitekturor, 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 rreziqeve, menaxhimi i konfigurimeve<\/p>\n<p>\nP\u00ebrve\u00e7 k\u00ebsaj, 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 \"t\u00eb menaxhuar nga t\u00eb dh\u00ebnat\", e cila mund t\u00eb ndahen 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 nj\u00eb modeli roli me ndarje detyrash dhe kompetencash. Kontrolli i cil\u00ebsis\u00eb s\u00eb t\u00eb dh\u00ebnave, kontrollet nd\u00ebrmjet sistem\u00ebve, korrigjimi i t\u00eb dh\u00ebnave t\u00eb pasakta.\u00a0<\/li>\n<li>Konfigurimi i proceseve p\u00ebr nxjerrjen dhe mbledhjen e t\u00eb dh\u00ebnave, transformimin dhe ngarkimin e tyre. Rregullimi i t\u00eb dh\u00ebnave n\u00eb nj\u00eb sistem t\u00eb unifikuar pa 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 d\u00ebrgimit t\u00eb t\u00eb dh\u00ebnave t\u00eb nevojshme n\u00eb vendin e duhur dhe n\u00eb koh\u00ebn e duhur.\u00a0<\/li>\n<li>Krijimi i nj\u00eb kontrolli 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>Implementimi i mjeteve p\u00ebr menaxhimin e proceseve t\u00eb mbledhjes s\u00eb t\u00eb dh\u00ebnave, verifikimin, deduplikimin dhe pastrimin e tyre. Si pasoj\u00eb, rritja e cil\u00ebsis\u00eb, besueshm\u00ebris\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 p\u00ebr menaxhimin e t\u00eb dh\u00ebnave<\/h2>\n<p>\nKompani q\u00eb punojn\u00eb n\u00eb m\u00ebnyr\u00eb efikase me t\u00eb dh\u00ebnat zakonisht arrijn\u00eb sukses m\u00eb t\u00eb madh krahasuar me konkurrent\u00ebt, nxjerrin m\u00eb shpejt produkte dhe sh\u00ebrbime n\u00eb treg, kuptojn\u00eb m\u00eb mir\u00eb nevojat e audienc\u00ebs s\u00eb synuar dhe mund t\u00eb reagojn\u00eb shpejt ndaj ndryshimeve n\u00eb k\u00ebrkes\u00eb. Platforma p\u00ebr menaxhimin e t\u00eb dh\u00ebnave ofrojn\u00eb mund\u00ebsin\u00eb p\u00ebr \"pastrimin\" e t\u00eb dh\u00ebnave, marrjen e informacionit cil\u00ebsor dhe relevant, transformimin e t\u00eb dh\u00ebnave dhe vler\u00ebsimin 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 p\u00ebr menaxhimin e t\u00eb dh\u00ebnave korporative \u00ebsht\u00eb \"Unidata\", e krijuar mbi baz\u00ebn e nj\u00eb softueri me kod t\u00eb hapur. Ajo ofron mjete p\u00ebr krijimin e modeleve t\u00eb t\u00eb dh\u00ebnave dhe mjete p\u00ebr zgjerimin e funksionalitetit duke u integruar n\u00eb ambiente t\u00eb ndryshme IT dhe sisteme informacioni t\u00eb pal\u00ebve t\u00eb treta: nga menaxhimi i burimeve materiale-teknike deri n\u00eb p\u00ebrpunimin e sigurt t\u00eb volumeve t\u00eb m\u00ebdha 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 edge te cloud\" src=\"\/wp-content\/uploads\/2020\/05\/84c53297142311216c88c4a758a844ef.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Arkitektura e platform\u00ebs \"Unidata\" e kompanis\u00eb s\u00eb nj\u00ebjt\u00eb.<\/i><\/p>\n<p>Kjo platform\u00eb shum\u00ebfunksionale siguron mbledhjen e centralizuar t\u00eb t\u00eb dh\u00ebnave (inventarizimi dhe llogaritja e burimeve), standardizimin e informacionit (normalizimi dhe pasurimi), mbajtjen e informacionit t\u00eb tanish\u00ebm dhe historik (kontrolli i versioneve t\u00eb regjistrimeve, periudhat e aktualitetit t\u00eb t\u00eb dh\u00ebnave), cil\u00ebsin\u00eb e t\u00eb dh\u00ebnave dhe mbajtjen e statistikave. Automatizimi i detyrave t\u00eb tilla si mbledhja, akumulimi, pastrimi, p\u00ebrputhja, konsolidimi, kontrolli i cil\u00ebsis\u00eb, shp\u00ebrndarja e t\u00eb dh\u00ebnave \u00ebsht\u00eb gjithashtu i parashikuar, si dhe mjete p\u00ebr automatizimin e sistemit t\u00eb marr\u00ebveshjes s\u00eb vendimeve.\u00a0<\/p>\n<h2>Platformat e menaxhimit t\u00eb t\u00eb dh\u00ebnave (DPM) n\u00eb reklam\u00eb dhe marketing\u00a0<\/h2>\n<p>\nN\u00eb reklam\u00eb dhe marketing, koncepti i platform\u00ebs s\u00eb menaxhimit t\u00eb t\u00eb dh\u00ebnave DMP (Platform\u00eb e Menaxhimit t\u00eb t\u00eb Dh\u00ebnave) ka nj\u00eb kuptim m\u00eb t\u00eb ngusht\u00eb. Kjo \u00ebsht\u00eb nj\u00eb platform\u00eb softuerike q\u00eb, bazuar n\u00eb t\u00eb dh\u00ebnat e mbledhura, lejon kompanit\u00eb t\u00eb p\u00ebrcaktojn\u00eb segmente audiencash p\u00ebr targetimin e reklamave ndaj p\u00ebrdoruesve specifik\u00eb dhe kontekstit t\u00eb fushatave reklamuese n\u00eb internet. Ky softuer \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 p\u00ebr t'i p\u00ebrdorur ato p\u00ebrmes kanaleve mediatike t\u00eb njohura.<\/p>\n<p><img decoding=\"async\" alt=\"Platformat e menaxhimit t\u00eb t\u00eb dh\u00ebnave: nga edge te cloud\" 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 fund t\u00eb vitit 2023 n\u00eb 3 miliard\u00eb dollar\u00eb me nj\u00eb rritje vjetore mesatare prej 15%, dhe n\u00eb vitin 2025, v\u00ebllimi 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 strukturuar 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\u00ebnat n\u00eb \u00e7do hap\u00ebsir\u00eb mediatike p\u00ebr vendosjen e reklamave t\u00eb targetuara.\u00a0<\/li>\n<li>Ndihmon n\u00eb mbledhjen, organizimin dhe aktivizimin e t\u00eb dh\u00ebnave nga burime t\u00eb ndryshme dhe n\u00eb kthimin e tyre n\u00eb nj\u00eb form\u00eb t\u00eb dobishme.\u00a0<\/li>\n<li>Organizon t\u00eb gjitha t\u00eb dh\u00ebnat n\u00eb kategori bazuar n\u00eb objektivat biznesore dhe modelet e marketingut. Sistemi analizon t\u00eb dh\u00ebnat dhe gjeneron segmente audiencash q\u00eb p\u00ebrfaq\u00ebsojn\u00eb sakt\u00ebsisht baz\u00ebn e klient\u00ebve n\u00eb nj\u00eb gam\u00eb t\u00eb gjer\u00eb kanalesh, t\u00eb bazuara n\u00eb karakteristika t\u00eb ndryshme t\u00eb p\u00ebrbashk\u00ebta.<\/li>\n<li>Lejon rritjen e sakt\u00ebsis\u00eb s\u00eb targetimit t\u00eb reklamave online dhe ndihmon n\u00eb nd\u00ebrtimin e komunikimeve t\u00eb personalizuara me audienc\u00ebn p\u00ebrkat\u00ebse. N\u00eb baz\u00eb t\u00eb DMP, gjithashtu mund t\u00eb organizohen zinxhir\u00eb interaksioni me \u00e7do segment t\u00eb synuar, p\u00ebr t'i siguruar p\u00ebrdoruesit mesazhe relevante n\u00eb koh\u00ebn dhe vendin e duhur.<\/li>\n<\/ul>\n<p>\nRritja e pjes\u00ebs s\u00eb marketingut digjital ndikon n\u00eb m\u00ebnyr\u00eb t\u00eb konsiderueshme 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 bazuar n\u00eb modelin e tyre t\u00eb sjelljes. K\u00ebto mund\u00ebsi kontribuojn\u00eb n\u00eb k\u00ebrkes\u00ebn p\u00ebr DMP nga ana e marketer\u00ebve.\u00a0<\/p>\n<p>Tregu global i platformave t\u00eb menaxhimit t\u00eb t\u00eb dh\u00ebnave \u00ebsht\u00eb p\u00ebrfaq\u00ebsuar nga disa lojtar\u00eb kryesor\u00eb, si dhe disa kompani t\u00eb reja, duke p\u00ebrfshir\u00eb Lotame Solutions, KBM Group, Rocket Fuel, Krux Digital, Oracle, Neustar, SAS Institute, SAP, Adobe Systems, Cloudera, Turn, Informatica etj.<\/p>\n<p>Nj\u00eb shembull i zgjidhjes ruse \u2013 produkti infrastrukturor i l\u00ebshuar nga Mail.ru Group, i cili p\u00ebrfaq\u00ebson nj\u00eb platform\u00eb t\u00eb vetme p\u00ebr menaxhimin dhe p\u00ebrpunimin e t\u00eb dh\u00ebnave (Data Management Platform, DMP). Zgjidhja lejon nd\u00ebrtimin e nj\u00eb p\u00ebrshkrimi t\u00eb zgjeruar t\u00eb profilit t\u00eb segmenteve audienc\u00ebs brenda platform\u00ebs, e cila \u00ebsht\u00eb e integruar me mjetet e marketingut. DMP bashkon zgjidhjet dhe sh\u00ebrbimet e Mail.ru Group n\u00eb fush\u00ebn e marketingut omnikanal dhe pun\u00ebs me audienc\u00ebn. Klient\u00ebt do t\u00eb jen\u00eb n\u00eb gjendje t\u00eb ruajn\u00eb, p\u00ebrpunojn\u00eb dhe strukturojn\u00eb t\u00eb dh\u00ebnat e tyre t\u00eb anonimizuara, si dhe t'i aktivizojn\u00eb ato n\u00eb komunikimet reklamore, duke rritur efikasitetin e biznesit dhe marketingut.\u00a0<\/p>\n<h2>Menaxhimi i t\u00eb dh\u00ebnave n\u00eb ambientin 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 e siguris\u00eb deri te problemet me migrimin e t\u00eb dh\u00ebnave dhe reduktimin e performanc\u00ebs, si dhe zgjidhjen e detyrave t\u00eb transformimit dixhital q\u00eb rrjedhin p\u00ebrpara kompanis\u00eb. Sigurisht, funksionet e sistemeve t\u00eb tilla nuk kufizohen 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 edge te cloud\" 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 sipas 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 ambientet multicloud; optimizimi dhe transparenca e kostove; optimizimi i kapaciteteve dhe burimeve; migrimi n\u00eb cloud dhe sigurimi i q\u00ebndrueshm\u00ebris\u00eb ndaj fatkeq\u00ebsive (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 ambientin cloud duhet t\u00eb siguroj\u00eb nj\u00eb nivel t\u00eb lart\u00eb t\u00eb disponueshm\u00ebris\u00eb s\u00eb t\u00eb dh\u00ebnave, kontrollit, automatizimit t\u00eb menaxhimit t\u00eb t\u00eb dh\u00ebnave n\u00eb qendrat e t\u00eb dh\u00ebnave, rreth p\u00ebrimterit t\u00eb rrjetit dhe n\u00eb cloud.\u00a0<\/p>\n<p><img decoding=\"async\" alt=\"Platformat e menaxhimit t\u00eb t\u00eb dh\u00ebnave: nga edge te cloud\" 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) \u2013 \u00ebsht\u00eb nj\u00eb platform\u00eb q\u00eb p\u00ebrdoret p\u00ebr menaxhimin e t\u00eb dh\u00ebnave t\u00eb korporatave n\u00eb ambiente t\u00eb ndryshme cloud duke marr\u00eb parasysh qasjet private, publike, hibride dhe multicloud.<\/i><\/p>\n<p>Nj\u00eb shembull i till\u00eb \u00ebsht\u00eb Veeam Cloud Data Management Platform. Si\u00e7 deklarojn\u00eb zhvilluesit e sistemit, ajo ndihmon organizatat t\u00eb ndryshojn\u00eb qasjen ndaj menaxhimit t\u00eb t\u00eb dh\u00ebnave, duke ofruar menaxhim t\u00eb automatizuar inteligjent t\u00eb t\u00eb dh\u00ebnave dhe disponueshm\u00ebrin\u00eb 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 edge te cloud\" 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 siguron disponueshm\u00ebrin\u00eb e tyre p\u00ebr biznesin nga \u00e7do pik\u00eb.\u00a0<\/i><\/p>\n<p>Platforma cloud Veeam Cloud Data Management Platform lejon modernizimin e backup-it dhe heqjen dor\u00eb nga sistemet e vjetra, duke ofruar nj\u00eb implementim t\u00eb shpejt\u00eb t\u00eb cloud-it hibrid dhe mig\u00ebrimin e t\u00eb dh\u00ebnave, automatizimin e siguris\u00eb s\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 edge te cloud\" src=\"\/wp-content\/uploads\/2020\/05\/81eea168bf76e9119921b9ef436a123b.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Veeam Cloud Data Management Platform \u2014 \"nj\u00eb platform\u00eb moderne p\u00ebr menaxhimin e t\u00eb dh\u00ebnave, q\u00eb mb\u00ebshtet \u00e7do cloud\".<\/i><\/p>\n<p>Si\u00e7 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 diversifikuar zgjidhjesh. Ato ndajn\u00eb, ndoshta, di\u00e7ka t\u00eb p\u00ebrbashk\u00ebt: fokusimin n\u00eb pun\u00ebn efektive me t\u00eb dh\u00ebnat e korporatave dhe shnd\u00ebrrimin e kompanis\u00eb ose organizat\u00ebs n\u00eb nj\u00eb nd\u00ebrmarrje moderne, e udh\u00ebhequr nga t\u00eb dh\u00ebnat (data-driven enterprise).<\/p>\n<p>Platformat e menaxhimit t\u00eb t\u00eb dh\u00ebnave jan\u00eb nj\u00eb evoluim i nevojsh\u00ebm i menaxhimit tradicional t\u00eb t\u00eb dh\u00ebnave. Po ecur n\u00eb rritje numri i organizatave q\u00eb transferojn\u00eb t\u00eb dh\u00ebnat n\u00eb cloud, n\u00eb nj\u00eb num\u00ebr n\u00eb rritje t\u00eb konfigurations lokale dhe cloud, po shfaqen probleme t\u00eb reja q\u00eb duhen zgjidhur pik\u00ebrisht nga k\u00ebndv\u00ebshtrimi i menaxhimit t\u00eb t\u00eb dh\u00ebnave. Menaxhimi i t\u00eb dh\u00ebnave n\u00eb cloud \u2014 nj\u00eb qasje e rinovuar, nj\u00eb paradigm\u00eb e re, q\u00eb zgjerohet p\u00ebr t\u00eb mb\u00ebshtetur platformat, aplikacionet dhe skenar\u00ebt e rinj t\u00eb p\u00ebrdorimit.<\/p>\n<p>P\u00ebr m\u00eb tep\u00ebr, sipas raportit t\u00eb studimit Veeam Cloud Data Management Report p\u00ebr vitin 2019, kompanit\u00eb planifikojn\u00eb t\u00eb integrojn\u00eb m\u00eb thell\u00eb teknologjit\u00eb cloud, teknologjit\u00eb e cloud-it hibrid, analizat e t\u00eb dh\u00ebnave t\u00eb m\u00ebdha, inteligjenc\u00ebn artificiale dhe internetin e gj\u00ebrave. Pritet q\u00eb implementimi i k\u00ebtyre iniciativave digjitale do t'u sjell\u00eb kompanive p\u00ebrfitime ndjesh\u00ebm.<\/p>\n<p>Kompani po rrug\u00eb t\u00eb shpejt\u00eb po implementojn\u00eb teknologjit\u00eb e platformave t\u00eb t\u00eb dh\u00ebnave dhe jan\u00eb t\u00eb gatsh\u00ebm t\u00eb p\u00ebrfshijn\u00eb cloud-in p\u00ebr t\u00eb realizuar ngarkesat analitik\u00eb, megjithat\u00eb shum\u00eb prej tyre p\u00ebrballen me probleme kur p\u00ebrpiqen t\u00eb shfryt\u00ebzojn\u00eb t\u00eb gjitha t\u00eb dh\u00ebnat e tyre p\u00ebr t\u00eb arritur rezultate m\u00eb t\u00eb mira biznesi, sipas analist\u00ebve t\u00eb kompanis\u00eb 451 Research. Platforma m\u00eb t\u00eb reja t\u00eb menaxhimit t\u00eb t\u00eb dh\u00ebnave do t'i ndihmojn\u00eb kompanit\u00eb t\u00eb orientohen n\u00eb proceset komplekse t\u00eb pun\u00ebs me t\u00eb dh\u00ebna n\u00eb disa cloud-e, t\u00eb p\u00ebrdorin mjete p\u00ebr menaxhimin e t\u00eb dh\u00ebnave dhe t\u00eb kryejn\u00eb analizat e tyre pavar\u00ebsisht se ku ndodhen k\u00ebto t\u00eb dh\u00ebna.<\/p>\n<p>Duke pasur parasysh se ne p\u00ebrpiqemi t\u00eb shkojm\u00eb p\u00ebrpara me koh\u00ebn dhe t'i p\u00ebrmbahemi d\u00ebshirave t\u00eb klient\u00ebve tan\u00eb (si t\u00eb aktual\u00ebve, ashtu edhe t\u00eb potencial\u00ebve), do t\u00eb donim t\u00eb pyesnim komunitetin e Habr, a do d\u00ebshironit t\u00eb shihni Veeam n\u00eb <noindex><a rel=\"nofollow\" href=\"https:\/\/ruvds.com\/ru-rub\/marketplace\">marketin 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 edge te 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\">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 lutem.<\/p>\n<h2 class=\"default-block__polling-title\">Paket\u00eb e p\u00ebrbashk\u00ebt me Veeam n\u00eb tregun ton\u00eb<\/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 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0445 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\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 - 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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