{"id":34460,"date":"2019-10-31T21:58:27","date_gmt":"2019-10-31T18:58:27","guid":{"rendered":"https:\/\/prohoster.info\/blog\/kak-avtomatizirovat-upravlenie-it-infrastrukturoj-obsuzhdaem-tri-trenda\/"},"modified":"2019-10-31T21:58:27","modified_gmt":"2019-10-31T18:58:27","slug":"kak-avtomatizirovat-upravlenie-it-infrastrukturoj-obsuzhdaem-tri-trenda","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sk\/blog\/administrirovanie\/kak-avtomatizirovat-upravlenie-it-infrastrukturoj-obsuzhdaem-tri-trenda","title":{"rendered":"Ako automatizova\u0165 spr\u00e1vu IT infra\u0161trukt\u00fary \u2014 diskutujeme o troch trendoch","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Dnes sme sa rozhodli diskutova\u0165 o n\u00e1strojoch, ktor\u00e9 pou\u017e\u00edvaj\u00fa IT spolo\u010dnosti a <noindex><a rel=\"nofollow\" href=\"https:\/\/1cloud.ru\/?utm_source=habrahabr&amp;utm_medium=cpm&amp;utm_campaign=automation&amp;utm_content=site\">poskytovatelia IaaS<\/a><\/noindex> na automatiz\u00e1ciu pr\u00e1ce so sie\u0165ami a in\u017einierskymi syst\u00e9mami.<\/p>\n<p><img decoding=\"async\" alt=\"Ako automatizova\u0165 spr\u00e1vu IT infra\u0161trukt\u00fary \u2014 diskutujeme o troch trendoch\" src=\"\/wp-content\/uploads\/2019\/05\/350ca4f0b58c3993591e67e74e81430c.jpg\" style=\"display:block;margin: 0 auto;\" \/><noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><br \/>\n<i>\/ Flickr \/ <noindex><a rel=\"nofollow\" href=\"https:\/\/www.flickr.com\/photos\/pierrotcarre\/4450487354\/\">Not4rthur<\/a><\/noindex> \/ CC BY-SA<\/i><\/p>\n<h2>Zrealizova\u0165 softv\u00e9rovo definovan\u00e9 siete<\/h2>\n<p>\nO\u010dak\u00e1va sa, \u017ee s uveden\u00edm 5G siet\u00ed IoT zariadenia z\u00edskaj\u00fa skuto\u010dne masov\u00e9 roz\u0161\u00edrenie \u2014 pod\u013ea <noindex><a rel=\"nofollow\" href=\"https:\/\/www.dqecom.com\/resources\/tech-talk\/iot-impact-bandwidth\/\">niektor\u00fdch<\/a><\/noindex> odhadov ich po\u010det presiahne 50 mili\u00e1rd u\u017e do roku 2022.<\/p>\n<p>Experti uv\u00e1dzaj\u00fa, \u017ee existuj\u00faca infra\u0161trukt\u00fara nebude schopn\u00e1 zvl\u00e1dnu\u0165 zv\u00fd\u0161en\u00e9 za\u0165a\u017eenie. Pod\u013ea <noindex><a rel=\"nofollow\" href=\"https:\/\/www.cisco.com\/c\/en\/us\/solutions\/service-provider\/gci-highlights-tool\/index.html\">odhadov<\/a><\/noindex> Cisco, do dvoch rokov dosiahne prenos d\u00e1t cez d\u00e1tov\u00e9 centr\u00e1 20,6 zettabajtov.<\/p>\n<p>Z tohto d\u00f4vodu IT spolo\u010dnosti investuj\u00fa miliardy do rozvoja sie\u0165ovej infra\u0161trukt\u00fary. Napr\u00edklad Google <noindex><a rel=\"nofollow\" href=\"https:\/\/www.blog.google\/products\/google-cloud\/expanding-our-global-infrastructure-new-regions-and-subsea-cables\/\">sa zaoberaj\u00fa<\/a><\/noindex> kladen\u00edm nov\u00fdch podmorsk\u00fdch k\u00e1blov v \u00c1zii a Eur\u00f3pe, aby skr\u00e1tili oneskorenia pri prenose d\u00e1t v miestach vzdialen\u00fdch od d\u00e1tov\u00fdch centier. Taktie\u017e IT giganti pracuj\u00fa na budovan\u00ed hyper\u0161k\u00e1lovate\u013en\u00fdch d\u00e1tov\u00fdch centier \u2014 na ich v\u00fdstavbu AWS, Microsoft a Google spolu <noindex><a rel=\"nofollow\" href=\"http:\/\/www.platformonomics.com\/2017\/04\/follow-the-capex-cloud-table-stakes\/\">u\u017e minuli<\/a><\/noindex> viac ne\u017e 100 mili\u00e1rd dol\u00e1rov.<\/p>\n<p>Je jasn\u00e9, \u017ee v tak\u00fdchto (a jednoduch\u0161\u00edch) syst\u00e9moch nie je mo\u017en\u00e9 sledova\u0165 spr\u00e1vnu funkciu v\u0161etk\u00fdch prep\u00edna\u010dov, serverov a k\u00e1blov manu\u00e1lne. Tu prich\u00e1dzaj\u00fa na pomoc softv\u00e9rovo definovan\u00e9 siete (SDN) a \u0161peci\u00e1lne protokoly (napr\u00edklad, <noindex><a rel=\"nofollow\" href=\"https:\/\/ru.wikipedia.org\/wiki\/OpenFlow\">OpenFlow<\/a><\/noindex>).<\/p>\n<p>V Statista <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/1cloud\/blog\/435630\/\">hovoria<\/a><\/noindex>, \u017ee do roku 2021 objem prenosu d\u00e1t cez SDN syst\u00e9my d\u00e1tov\u00fdch centier vzrastie viac ne\u017e dvojn\u00e1sobne: z 3,1 zettabajtov na 7,4 zettabajtov. Napr\u00edklad Fujitsu\u00a0<noindex><a rel=\"nofollow\" href=\"https:\/\/www.cisco.com\/c\/dam\/en_us\/about\/success-stories\/docs\/aci-case-study-jun2016.pdf\">implementovali<\/a><\/noindex>\u00a0implementoval technol\u00f3giu SDN vo svojich sto d\u00e1tov\u00fdch centr\u00e1ch po celom svete. <noindex><a rel=\"nofollow\" href=\"https:\/\/www.techrepublic.com\/article\/vmware-nsx-3-different-use-cases\/\">Pou\u017e\u00edva<\/a><\/noindex> softv\u00e9rovo definovan\u00e9 siete a jeden z lok\u00e1lnych cloudov\u00fdch poskytovate\u013eov v USA.<\/p>\n<p>Experti z IDC o\u010dak\u00e1vaj\u00fa, \u017ee trh SDN bude na\u010falej r\u00e1s\u0165. Do roku 2021 dosiahne jeho <noindex><a rel=\"nofollow\" href=\"https:\/\/www.networkworld.com\/article\/3209131\/what-sdn-is-and-where-its-going.html\">objem<\/a><\/noindex> 13 mili\u00e1rd dol\u00e1rov, pri\u010dom v roku 2017 bol odhadovan\u00fd na 6 mili\u00e1rd.<\/p>\n<h2>Prejs\u0165 na virtu\u00e1lne stroje<\/h2>\n<p>\nPopularita virtualiz\u00e1cie v posledn\u00fdch rokoch sa sp\u00e1ja s rozvojom mno\u017estva n\u00e1strojov, ktor\u00e9 automatizuj\u00fa spr\u00e1vu VM a zvy\u0161uj\u00fa ich dostupnos\u0165.<\/p>\n<blockquote><p>N\u00e1stroje automatiz\u00e1cie poskytuj\u00fa svojim klientom aj IaaS poskytovatelia. Napr\u00edklad my v 1cloud <noindex><a rel=\"nofollow\" href=\"https:\/\/1cloud.ru\/infrastructure\/panel-upravleniya?utm_source=habrahabr&amp;utm_medium=cpm&amp;utm_campaign=automation&amp;utm_content=site\">pon\u00fakame<\/a><\/noindex> programov\u00fd rozhranie, ktor\u00e9 umo\u017e\u0148uje spusti\u0165 nov\u00fa virtu\u00e1lnu ma\u0161inu za p\u00e1r min\u00fat. Taktie\u017e je mo\u017en\u00e9 spravova\u0165 <noindex><a rel=\"nofollow\" href=\"https:\/\/1cloud.ru\/blog\/ekonomiya-na-api?utm_source=habrahabr&amp;utm_medium=cpm&amp;utm_campaign=automation&amp;utm_content=site\">infrastrukt\u00faru pomocou API<\/a><\/noindex>Napr\u00edklad je mo\u017en\u00e9 nastavi\u0165 vyp\u00ednanie virtu\u00e1lnych strojov pod\u013ea dan\u00e9ho rozvrhu, aby ste neplatili za ich \"hluch\u00fa\" pr\u00e1cu. Na zmenu po\u010dtu jadier a objemu opera\u010dnej pam\u00e4te je tie\u017e mo\u017en\u00e9 vyu\u017ei\u0165 API.<\/p><\/blockquote>\n<p>\n<img decoding=\"async\" alt=\"Ako automatizova\u0165 spr\u00e1vu IT infra\u0161trukt\u00fary \u2014 diskutujeme o troch trendoch\" src=\"\/wp-content\/uploads\/2019\/05\/8dd8eb4e5c209d8d49b3a311526063f7.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>\/ <noindex><a rel=\"nofollow\" href=\"https:\/\/www.pexels.com\/photo\/close-up-of-telephone-booth-257736\/\">Pixabay<\/a><\/noindex> \/ PD<\/i><\/p>\n<p>Syst\u00e9my spr\u00e1vy virtualiza\u010dn\u00fdch rie\u0161en\u00ed sa vyv\u00edjaj\u00fa smerom k vyu\u017e\u00edvaniu technol\u00f3gi\u00ed strojov\u00e9ho u\u010denia, ktor\u00e9 automaticky rozde\u013euj\u00fa z\u00e1\u0165a\u017e medzi VM. Napr\u00edklad tak\u00fato funk\u010dnos\u0165 <noindex><a rel=\"nofollow\" href=\"https:\/\/www.techrepublic.com\/article\/vmware-nsx-3-different-use-cases\/\">m\u00e1 rie\u0161enie<\/a><\/noindex> pre virtu\u00e1lne prostredia VMware NSX. U\u017e pom\u00e1ha poskytovate\u013eom IaaS rozde\u013eova\u0165 z\u00e1\u0165a\u017e v multi-cloudov\u00fdch a hybridn\u00fdch prostrediach.<\/p>\n<h2>Implementova\u0165 syst\u00e9my DCIM<\/h2>\n<p>\nRie\u0161enia DCIM (Data Center Infrastructure Management) s\u00fa softv\u00e9r, ktor\u00fd sleduje pr\u00e1cu in\u017einierskych syst\u00e9mov d\u00e1tov\u00e9ho centra: spotrebu energie serverov, \u00falo\u017e\u00edsk, routerov, rozvodov nap\u00e1jania, \u00farove\u0148 vlhkosti a \u010fal\u0161ie. Tieto syst\u00e9my s\u00fa v d\u00e1tov\u00fdch centr\u00e1ch Dataspace a Xelent, kde 1cloud umiest\u0148uje svoje zariadenia.<\/p>\n<p>V prvom pr\u00edpade DCIM syst\u00e9m <noindex><a rel=\"nofollow\" href=\"https:\/\/www.dataspace.ru\/data-center\/infrastructure\/sistema-upravleniya-zdaniem-bms-\/\">riadi<\/a><\/noindex> elektro- a vodovodn\u00e9 z\u00e1sobovanie, klimatiz\u00e1ciu serverovne a videomonitoring po celom budove. V druhom pr\u00edpade <noindex><a rel=\"nofollow\" href=\"https:\/\/www.xelent.ru\/data-center\/\">automaticky<\/a><\/noindex> stabilizuje<\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/company\/1cloud\/blog\/430974\/\"><img decoding=\"async\" alt=\"Ako automatizova\u0165 spr\u00e1vu IT infra\u0161trukt\u00fary \u2014 diskutujeme o troch trendoch\" src=\"\/wp-content\/uploads\/2019\/05\/eb15f21b1493bc343c3c3a4df98c49b7.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/a><\/noindex><br \/>\n<i>\/ <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/1cloud\/blog\/430974\/\">v\u00fdstupn\u00e9 nap\u00e4tie v elektrickej sieti, chr\u00e1ni servere a odstra\u0148uje mikro v\u00fdpadky.<\/a><\/noindex> na Habr<\/i><\/p>\n<p>Do tejto oblasti sa dostali aj syst\u00e9my umelej inteligencie. Inteligentn\u00e9 algoritmy predpovedaj\u00fa poruchy serverov anal\u00fdzou ich \"spr\u00e1vania\". Napr\u00edklad spolo\u010dnos\u0165 Litbit <noindex><a rel=\"nofollow\" href=\"https:\/\/www.datacenterknowledge.com\/machine-learning\/litbits-ai-data-center-operator-keep-ear-roots-montreal-facility\">pracuje<\/a><\/noindex> pracuje na technol\u00f3gii Dac. Syst\u00e9m sleduje stav hardv\u00e9ru pomocou senzorov umiestnen\u00fdch v strojovni. Tieto analyzuj\u00fa ultrazvukov\u00e9 frekvencie a vibr\u00e1cie podlahy.<\/p>\n<p>Na z\u00e1klade t\u00fdchto \u00fadajov Dac odha\u013euje anom\u00e1lie a ur\u010duje, \u010di v\u0161etko zariadenie funguje spr\u00e1vne. Ak s\u00fa zisten\u00e9 poruchy, syst\u00e9m informuje oper\u00e1torov d\u00e1tov\u00e9ho centra alebo samostatne vyp\u00edna nefunk\u010dn\u00e9 servery.<\/p>\n<p>Zatia\u013e s\u00fa tieto technol\u00f3gie roz\u0161\u00edren\u00e9 len ve\u013emi m\u00e1lo, ale v poslednej dobe sa ich poz\u00edcia v\u00fdrazne posilnila. Pod\u013ea <noindex><a rel=\"nofollow\" href=\"https:\/\/www.prnewswire.com\/news-releases\/data-center-virtualization-market-2018---global-forecast-to-2022-key-players-are-vmware-microsoft-citrix-systems-ibm-and-cisco-systems-300584747.html\">predpoved\u00ed analytikov<\/a><\/noindex>, v roku 2022 objem trhu DCIM dosiahne 8 mili\u00e1rd dol\u00e1rov, \u010do je dvojn\u00e1sobok \u010d\u00edsiel z roku 2017. \u010coskoro sa tieto rie\u0161enia za\u010dn\u00fa objavova\u0165 vo v\u0161etk\u00fdch ve\u013ek\u00fdch d\u00e1tov\u00fdch centr\u00e1ch.<\/p>\n<blockquote><p><b>Na\u0161e \u010fal\u0161ie zdroje a materi\u00e1ly:<\/b><\/p>\n<p><img decoding=\"async\" alt=\"Ako automatizova\u0165 spr\u00e1vu IT infra\u0161trukt\u00fary \u2014 diskutujeme o troch trendoch\" src=\"\/wp-content\/uploads\/2019\/05\/e0b8e51dd581b4c0d80765fafbee840e.jpg\" style=\"display:block;margin: 0 auto;\" \/> <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/1cloud\/blog\/452958\/\">JMAP \u2014 otvoren\u00fd protokol nahrad\u00ed IMAP pri v\u00fdmene e-mailov<\/a><\/noindex><\/p>\n<p><img decoding=\"async\" alt=\"Ako automatizova\u0165 spr\u00e1vu IT infra\u0161trukt\u00fary \u2014 diskutujeme o troch trendoch\" src=\"\/wp-content\/uploads\/2019\/05\/c58c511de1f0e4bfefe352eb40734441.jpg\" style=\"display:block;margin: 0 auto;\" \/> <noindex><a rel=\"nofollow\" href=\"https:\/\/1cloud.ru\/blog\/chto-takoe-centr-obrabotki-dannyh?utm_source=habrahabr&amp;utm_medium=cpm&amp;utm_campaign=automation&amp;utm_content=blog\">Ako funguje d\u00e1tov\u00e9 centrum a \u010do je potrebn\u00e9 pre jeho prev\u00e1dzku?<\/a><\/noindex><br \/>\n<img decoding=\"async\" alt=\"Ako automatizova\u0165 spr\u00e1vu IT infra\u0161trukt\u00fary \u2014 diskutujeme o troch trendoch\" src=\"\/wp-content\/uploads\/2019\/05\/ef7483561c51133709045f0782f37496.jpg\" style=\"display:block;margin: 0 auto;\" \/> <noindex><a rel=\"nofollow\" href=\"https:\/\/1cloud.ru\/blog\/varianty-it-infrastrukture-dlya-organizacii?utm_source=habrahabr&amp;utm_medium=cpm&amp;utm_campaign=automation&amp;utm_content=blog\">Mo\u017enosti organiz\u00e1cie IT infra\u0161trukt\u00fary: v kancel\u00e1rii, d\u00e1tovom centre a v cloude<\/a><\/noindex><br \/>\n<img decoding=\"async\" alt=\"Ako automatizova\u0165 spr\u00e1vu IT infra\u0161trukt\u00fary \u2014 diskutujeme o troch trendoch\" src=\"\/wp-content\/uploads\/2019\/05\/005b28ec43b95694802a129574345e5f.jpg\" style=\"display:block;margin: 0 auto;\" \/> <noindex><a rel=\"nofollow\" href=\"https:\/\/1cloud.ru\/blog\/our-system-architecture-evolution?utm_source=habrahabr&amp;utm_medium=cpm&amp;utm_campaign=automation&amp;utm_content=blog\">Evol\u00facia architekt\u00fary cloudu 1cloud<\/a><\/noindex><\/p>\n<p><img decoding=\"async\" alt=\"Ako automatizova\u0165 spr\u00e1vu IT infra\u0161trukt\u00fary \u2014 diskutujeme o troch trendoch\" src=\"\/wp-content\/uploads\/2019\/05\/e3bd5e767340e16b310d547b9f49951c.jpg\" style=\"display:block;margin: 0 auto;\" \/> <noindex><a rel=\"nofollow\" href=\"https:\/\/www.facebook.com\/1cloudru\/posts\/2329624197360087\">M\u00fdty o cloudov\u00fdch technol\u00f3gi\u00e1ch \u2014 \u010das\u0165 1<\/a><\/noindex><br \/>\n<img decoding=\"async\" alt=\"Ako automatizova\u0165 spr\u00e1vu IT infra\u0161trukt\u00fary \u2014 diskutujeme o troch trendoch\" src=\"\/wp-content\/uploads\/2019\/05\/dc68feeeea9f4b424d2648a44995e2bf.jpg\" style=\"display:block;margin: 0 auto;\" \/> <noindex><a rel=\"nofollow\" href=\"https:\/\/www.facebook.com\/1cloudru\/posts\/2324691874519986\">Ako zn\u00ed\u017ei\u0165 n\u00e1klady na cloudov\u00fa infra\u0161trukt\u00faru pomocou API<\/a><\/noindex><br \/>\n<img decoding=\"async\" alt=\"Ako automatizova\u0165 spr\u00e1vu IT infra\u0161trukt\u00fary \u2014 diskutujeme o troch trendoch\" src=\"\/wp-content\/uploads\/2019\/05\/8240afc4c1023ad714b944603f6b49cc.jpg\" style=\"display:block;margin: 0 auto;\" \/> <noindex><a rel=\"nofollow\" href=\"https:\/\/www.facebook.com\/1cloudru\/posts\/2320833768239130\">Ako to u n\u00e1s funguje: preh\u013ead od 1cloud<\/a><\/noindex><\/p><\/blockquote>\n<p>Zdroj: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/1cloud\/blog\/453326\/\">habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0421\u0435\u0433\u043e\u0434\u043d\u044f \u043c\u044b \u0440\u0435\u0448\u0438\u043b\u0438 \u043f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u0442\u044c \u043e\u0431 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0445, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 \u0418\u0422-\u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 \u0438 IaaS-\u043f\u0440\u043e\u0432\u0430\u0439\u0434\u0435\u0440\u044b \u0434\u043b\u044f \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u0441\u0435\u0442\u044f\u043c\u0438 \u0438 \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043d\u044b\u043c\u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u043c\u0438. \/ Flickr \/ Not4rthur \/ CC BY-SA \u0420\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u0442\u044c \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e-\u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0435\u043c\u044b\u0435 \u0441\u0435\u0442\u0438 \u041e\u0436\u0438\u0434\u0430\u0435\u0442\u0441\u044f, \u0447\u0442\u043e \u0441 \u0437\u0430\u043f\u0443\u0441\u043a\u043e\u043c 5G-\u0441\u0435\u0442\u0435\u0439 IoT-\u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\u0430 \u043f\u043e\u043b\u0443\u0447\u0430\u0442 \u043f\u043e-\u043d\u0430\u0441\u0442\u043e\u044f\u0449\u0435\u043c\u0443 \u043c\u0430\u0441\u0441\u043e\u0432\u043e\u0435 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u0438\u0435 \u2014 \u043f\u043e \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u043c \u043e\u0446\u0435\u043d\u043a\u0430\u043c, \u0438\u0445 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u043f\u0440\u0435\u0432\u044b\u0441\u0438\u0442 50 \u043c\u043b\u0440\u0434 \u0443\u0436\u0435 \u043a 2022 \u0433\u043e\u0434\u0443. \u042d\u043a\u0441\u043f\u0435\u0440\u0442\u044b \u043e\u0442\u043c\u0435\u0447\u0430\u044e\u0442, \u0447\u0442\u043e [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":25966,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[688],"tags":[],"class_list":["post-34460","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-administrirovanie"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.4 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0421\u0435\u0433\u043e\u0434\u043d\u044f \u043c\u044b \u0440\u0435\u0448\u0438\u043b\u0438 \u043f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u0442\u044c \u043e\u0431 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0445, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 \u0418\u0422-\u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 \u0438\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Yuri Gagarin\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/prohoster.info\/sk\/blog\/administrirovanie\/kak-avtomatizirovat-upravlenie-it-infrastrukturoj-obsuzhdaem-tri-trenda\" \/>\n\t\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.4\" \/>\n\t\t<meta property=\"og:locale\" content=\"sk_SK\" \/>\n\t\t<meta property=\"og:site_name\" content=\"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"\ud83e\udd47\u041a\u0430\u043a \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0418\u0422-\u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u043e\u0439 \u2014 \u043e\u0431\u0441\u0443\u0436\u0434\u0430\u0435\u043c \u0442\u0440\u0438 \u0442\u0440\u0435\u043d\u0434\u0430 | ProHoster\" \/>\n\t\t<meta property=\"og:description\" content=\"\u0421\u0435\u0433\u043e\u0434\u043d\u044f \u043c\u044b \u0440\u0435\u0448\u0438\u043b\u0438 \u043f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u0442\u044c \u043e\u0431 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0445, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 \u0418\u0422-\u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 \u0438\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/prohoster.info\/sk\/blog\/administrirovanie\/kak-avtomatizirovat-upravlenie-it-infrastrukturoj-obsuzhdaem-tri-trenda\" \/>\n\t\t<meta property=\"og:image\" content=\"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg\" \/>\n\t\t<meta property=\"og:image:secure_url\" content=\"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg\" \/>\n\t\t<meta property=\"og:image:width\" content=\"350\" \/>\n\t\t<meta property=\"og:image:height\" content=\"350\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2019-10-31T18:58:27+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2019-10-31T18:58:27+00:00\" \/>\n\t\t<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/prohoster\" \/>\n\t\t<meta property=\"article:author\" content=\"https:\/\/www.facebook.com\/prohoster\" \/>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"\ud83e\udd47Ako automatizova\u0165 spravovanie IT infra\u0161trukt\u00fary \u2014 diskutujeme o troch trendoch | ProHoster","description":"Dnes sme sa rozhodli diskutova\u0165 o n\u00e1strojoch, ktor\u00e9 pou\u017e\u00edvaj\u00fa IT spolo\u010dnosti a","canonical_url":"https:\/\/prohoster.info\/sk\/blog\/administrirovanie\/kak-avtomatizirovat-upravlenie-it-infrastrukturoj-obsuzhdaem-tri-trenda","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":null,"og:locale":"sk_SK","og:site_name":"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b","og:type":"article","og:title":"\ud83e\udd47\u041a\u0430\u043a \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0418\u0422-\u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u043e\u0439 \u2014 \u043e\u0431\u0441\u0443\u0436\u0434\u0430\u0435\u043c \u0442\u0440\u0438 \u0442\u0440\u0435\u043d\u0434\u0430 | ProHoster","og:description":"\u0421\u0435\u0433\u043e\u0434\u043d\u044f \u043c\u044b \u0440\u0435\u0448\u0438\u043b\u0438 \u043f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u0442\u044c \u043e\u0431 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0445, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 \u0418\u0422-\u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 \u0438","og:url":"https:\/\/prohoster.info\/sk\/blog\/administrirovanie\/kak-avtomatizirovat-upravlenie-it-infrastrukturoj-obsuzhdaem-tri-trenda","og:image":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:secure_url":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:width":350,"og:image:height":350,"article:published_time":"2019-10-31T18:58:27+00:00","article:modified_time":"2019-10-31T18:58:27+00:00","article:publisher":"https:\/\/www.facebook.com\/prohoster","article:author":"https:\/\/www.facebook.com\/prohoster"},"aioseo_meta_data":{"post_id":"34460","title":null,"description":null,"keywords":null,"keyphrases":null,"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":null,"og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"","isEnabled":true},"graphs":[]},"schema_type":null,"schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":null,"robots_max_videopreview":null,"robots_max_imagepreview":"large","priority":null,"frequency":null,"local_seo":null,"seo_analyzer_scan_date":"2026-01-21 19:22:19","breadcrumb_settings":null,"limit_modified_date":false,"reviewed_by":null,"ai":null,"created":"2021-03-01 02:20:56","updated":"2026-01-21 19:22:19","focus_keyword":null,"additional_keywords":null,"truseo_locale":null},"gt_translate_keys":[{"key":"link","format":"url"}],"_links":{"self":[{"href":"https:\/\/prohoster.info\/sk\/wp-json\/wp\/v2\/posts\/34460","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/prohoster.info\/sk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/prohoster.info\/sk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/prohoster.info\/sk\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/prohoster.info\/sk\/wp-json\/wp\/v2\/comments?post=34460"}],"version-history":[{"count":0,"href":"https:\/\/prohoster.info\/sk\/wp-json\/wp\/v2\/posts\/34460\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/prohoster.info\/sk\/wp-json\/wp\/v2\/media\/25966"}],"wp:attachment":[{"href":"https:\/\/prohoster.info\/sk\/wp-json\/wp\/v2\/media?parent=34460"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/prohoster.info\/sk\/wp-json\/wp\/v2\/categories?post=34460"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/prohoster.info\/sk\/wp-json\/wp\/v2\/tags?post=34460"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}