{"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\/cs\/blog\/administrirovanie\/kak-avtomatizirovat-upravlenie-it-infrastrukturoj-obsuzhdaem-tri-trenda","title":{"rendered":"Jak automatizovat \u0159\u00edzen\u00ed IT infrastruktury \u2013 diskutujeme o t\u0159ech trendech","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Dnes jsme se rozhodli hovo\u0159it o n\u00e1stroj\u00edch, kter\u00e9 pou\u017e\u00edvaj\u00ed IT spole\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\">poskytovatel\u00e9 IaaS<\/a><\/noindex> pro automatizaci pr\u00e1ce se s\u00edt\u011bmi a in\u017een\u00fdrsk\u00fdmi syst\u00e9my.<\/p>\n<p><img decoding=\"async\" alt=\"Jak automatizovat \u0159\u00edzen\u00ed IT infrastruktury \u2013 diskutujeme o t\u0159ech trendech\" 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>Implementace softwarov\u011b definovan\u00fdch s\u00edt\u00ed<\/h2>\n<p>\nO\u010dek\u00e1v\u00e1 se, \u017ee s uveden\u00edm s\u00edt\u00ed 5G z\u00edskaj\u00ed za\u0159\u00edzen\u00ed IoT skute\u010dn\u011b \u0161irokou popularitu \u2013 podle <noindex><a rel=\"nofollow\" href=\"https:\/\/www.dqecom.com\/resources\/tech-talk\/iot-impact-bandwidth\/\">n\u011bkter\u00fdch<\/a><\/noindex> odhadu jejich po\u010det p\u0159ekro\u010d\u00ed 50 miliard ji\u017e do roku 2022.<\/p>\n<p>Odborn\u00edci upozor\u0148uj\u00ed, \u017ee st\u00e1vaj\u00edc\u00ed infrastruktura nebude schopna zvl\u00e1dnout zv\u00fd\u0161enou z\u00e1t\u011b\u017e. Podle <noindex><a rel=\"nofollow\" href=\"https:\/\/www.cisco.com\/c\/en\/us\/solutions\/service-provider\/gci-highlights-tool\/index.html\">podle odhad\u016f<\/a><\/noindex> Cisco, za dva roky dos\u00e1hne objem provozu proch\u00e1zej\u00edc\u00edho datov\u00fdmi centry 20,6 zettabyt\u016f.<\/p>\n<p>Z tohoto d\u016fvodu investuj\u00ed IT spole\u010dnosti miliardy do rozvoje s\u00ed\u0165ov\u00e9 infrastruktury. Nap\u0159\u00edklad Google <noindex><a rel=\"nofollow\" href=\"https:\/\/www.blog.google\/products\/google-cloud\/expanding-our-global-infrastructure-new-regions-and-subsea-cables\/\">se zab\u00fdvaj\u00ed<\/a><\/noindex> pokl\u00e1d\u00e1n\u00edm nov\u00fdch podmo\u0159sk\u00fdch kabel\u016f v Asii a Evrop\u011b, aby sn\u00ed\u017eil latenci p\u0159i p\u0159enosu dat na m\u00edstech vzd\u00e1len\u00fdch od datov\u00fdch center. Tak\u00e9 IT giganti stav\u00ed hyper\u0161k\u00e1lovateln\u00e1 datov\u00e1 centra \u2013 na jejich vytvo\u0159en\u00ed ji\u017e AWS, Microsoft a Google dohromady <noindex><a rel=\"nofollow\" href=\"http:\/\/www.platformonomics.com\/2017\/04\/follow-the-capex-cloud-table-stakes\/\">utraceli<\/a><\/noindex> v\u00edce ne\u017e 100 miliard dolar\u016f.<\/p>\n<p>Je z\u0159ejm\u00e9, \u017ee v takov\u00fdch (a jednodu\u0161\u0161\u00edch) syst\u00e9mech nen\u00ed mo\u017en\u00e9 sledovat spr\u00e1vnou funkci v\u0161ech p\u0159ep\u00edna\u010d\u016f, server\u016f a kabel\u016f ru\u010dn\u011b. Zde p\u0159ich\u00e1zej\u00ed na pomoc softwarov\u011b definovan\u00e9 s\u00edt\u011b (SDN) a speci\u00e1ln\u00ed protokoly (nap\u0159\u00edklad, <noindex><a rel=\"nofollow\" href=\"https:\/\/ru.wikipedia.org\/wiki\/OpenFlow\">OpenFlow<\/a><\/noindex>).<\/p>\n<p>Na Statista <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/1cloud\/blog\/435630\/\">, \u017ee pokud Google, Apple, Facebook a makl\u00e9\u0159i dat maj\u00ed povoleno prod\u00e1vat osobn\u00ed \u00fadaje klient\u016f bez jejich souhlasu, m\u011bla by m\u00edt tuto mo\u017enost i internetov\u00e1 poskytovatel\u00e9. Av\u0161ak stoj\u00ed za zm\u00ednku, \u017ee na feder\u00e1ln\u00ed \u00farovni<\/a><\/noindex>, \u017ee do roku 2021 se objem provozu proch\u00e1zej\u00edc\u00edho SDN syst\u00e9my datov\u00fdch center v\u00edce ne\u017e zdvojn\u00e1sob\u00ed: z 3,1 zettabyt\u016f na 7,4 zettabyt\u016f. Nap\u0159\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\">zavedli<\/a><\/noindex>\u00a0pou\u017e\u00edv\u00e1 technologii SDN ve stovce sv\u00fdch datov\u00fdch center rozprost\u0159en\u00fdch po cel\u00e9m sv\u011bt\u011b. <noindex><a rel=\"nofollow\" href=\"https:\/\/www.techrepublic.com\/article\/vmware-nsx-3-different-use-cases\/\">Pou\u017e\u00edv\u00e1<\/a><\/noindex> softwarov\u011b definovan\u00e9 s\u00edt\u011b a jeden z m\u00edstn\u00edch poskytovatel\u016f cloudov\u00fdch slu\u017eeb v USA.<\/p>\n<p>Odborn\u00edci z IDC o\u010dek\u00e1vaj\u00ed, \u017ee trh SDN bude pokra\u010dovat v rozvoji. Do roku 2021 jeho <noindex><a rel=\"nofollow\" href=\"https:\/\/www.networkworld.com\/article\/3209131\/what-sdn-is-and-where-its-going.html\">objem dos\u00e1hne<\/a><\/noindex> 13 miliard dolar\u016f, p\u0159i\u010dem\u017e v roce 2017 byl odhadov\u00e1n na 6 miliard.<\/p>\n<h2>P\u0159ej\u00edt na virtu\u00e1ln\u00ed stroje<\/h2>\n<p>\nPopularita virtualizace v posledn\u00edch letech souvis\u00ed s rozvojem mnoha n\u00e1stroj\u016f, kter\u00e9 automatizuj\u00ed spr\u00e1vu VM a zvy\u0161uj\u00ed jejich dostupnost.<\/p>\n<blockquote><p>N\u00e1stroje automatizace poskytuj\u00ed sv\u00fdm klient\u016fm i poskytovatel\u00e9 IaaS. Nap\u0159\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\">nab\u00edz\u00edme<\/a><\/noindex> poskytujeme programov\u00e9 rozhran\u00ed, kter\u00e9 umo\u017e\u0148uje b\u011bhem n\u011bkolika minut spustit nov\u00fd virtu\u00e1ln\u00ed stroj. Tak\u00e9 je mo\u017en\u00e9 spravovat <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\">infrastrukturu pomoc\u00ed API<\/a><\/noindex>. Nap\u0159\u00edklad m\u016f\u017eete nastavit vyp\u00edn\u00e1n\u00ed virtu\u00e1ln\u00edch stroj\u016f podle dan\u00e9ho rozvrhu, abyste za jejich \"ne\u010dinnost\" neplatili. API lze tak\u00e9 pou\u017e\u00edt ke zm\u011bn\u011b po\u010dtu jader a objemu opera\u010dn\u00ed pam\u011bti.<\/p><\/blockquote>\n<p>\n<img decoding=\"async\" alt=\"Jak automatizovat \u0159\u00edzen\u00ed IT infrastruktury \u2013 diskutujeme o t\u0159ech trendech\" 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 pro spr\u00e1vu virtualiza\u010dn\u00edch \u0159e\u0161en\u00ed se vyv\u00edjej\u00ed sm\u011brem k vyu\u017e\u00edv\u00e1n\u00ed technologi\u00ed strojov\u00e9ho u\u010den\u00ed, kter\u00e9 automaticky rozd\u011bluj\u00ed z\u00e1t\u011b\u017e mezi VM. Nap\u0159\u00edklad takov\u00e9 funkce <noindex><a rel=\"nofollow\" href=\"https:\/\/www.techrepublic.com\/article\/vmware-nsx-3-different-use-cases\/\">m\u00e1 \u0159e\u0161en\u00ed<\/a><\/noindex> pro virtu\u00e1ln\u00ed prost\u0159ed\u00ed VMware NSX. Ji\u017e pom\u00e1h\u00e1 IaaS poskytovatel\u016fm rozd\u011blovat z\u00e1t\u011b\u017e v multicloudov\u00fdch a hybridn\u00edch prost\u0159ed\u00edch.<\/p>\n<h2>Implementovat DCIM syst\u00e9my<\/h2>\n<p>\nDCIM \u0159e\u0161en\u00ed (Data Center Infrastructure Management) jsou softwarov\u00e9 n\u00e1stroje, kter\u00e9 monitoruj\u00ed provoz technick\u00fdch syst\u00e9m\u016f datov\u00e9ho centra: spot\u0159ebu energie server\u016f, ulo\u017ei\u0161\u0165, sm\u011brova\u010d\u016f, v\u00fdkonov\u00fdch distribu\u010dn\u00edch za\u0159\u00edzen\u00ed, \u00farove\u0148 vlhkosti atd. Takov\u00e9 syst\u00e9my existuj\u00ed v datov\u00fdch centrech Dataspace a Xelent, kde 1cloud umis\u0165uje sv\u00e9 za\u0159\u00edzen\u00ed.<\/p>\n<p>V prvn\u00edm p\u0159\u00edpad\u011b DCIM syst\u00e9m <noindex><a rel=\"nofollow\" href=\"https:\/\/www.dataspace.ru\/data-center\/infrastructure\/sistema-upravleniya-zdaniem-bms-\/\">\u0159\u00edd\u00ed<\/a><\/noindex> elektro- a vodovodn\u00ed z\u00e1sobov\u00e1n\u00ed, klimatizaci serveroven a videomonitoring po cel\u00e9 budov\u011b. V druh\u00e9m p\u0159\u00edpad\u011b automaticky <noindex><a rel=\"nofollow\" href=\"https:\/\/www.xelent.ru\/data-center\/\">stabilizuje<\/a><\/noindex> v\u00fdstupn\u00ed nap\u011bt\u00ed v elektrick\u00e9 s\u00edti, chr\u00e1n\u00ed servery a odstra\u0148uje mikro p\u0159eru\u0161en\u00ed.<\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/company\/1cloud\/blog\/430974\/\"><img decoding=\"async\" alt=\"Jak automatizovat \u0159\u00edzen\u00ed IT infrastruktury \u2013 diskutujeme o t\u0159ech trendech\" 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\/\">Velk\u00e1 fotoexkurze po moskevsk\u00e9m cloudu 1cloud<\/a><\/noindex> na Habru<\/i><\/p>\n<p>Tato oblast byla tak\u00e9 zasa\u017eena syst\u00e9my um\u011bl\u00e9 inteligence. Chytr\u00e9 algoritmy p\u0159edpov\u00eddaj\u00ed poruchy server\u016f anal\u00fdzou jejich \"chov\u00e1n\u00ed\". Nap\u0159\u00edklad spole\u010dnost 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> p\u016fsob\u00ed na technologii Dac. Syst\u00e9m sleduje stav hardwaru pomoc\u00ed senzor\u016f um\u00edst\u011bn\u00fdch ve strojovn\u011b. Tyto analyzuj\u00ed ultrazvukov\u00e9 frekvence a vibrace podlahy.<\/p>\n<p>Na z\u00e1klad\u011b t\u011bchto dat Dac odhaluje anom\u00e1lie a ur\u010duje, zda ve\u0161ker\u00e9 za\u0159\u00edzen\u00ed funguje spr\u00e1vn\u011b. Pokud se vyskytnou z\u00e1vady, syst\u00e9m upozor\u0148uje oper\u00e1tory datov\u00e9ho centra nebo samostatn\u011b vyp\u00edn\u00e1 nefunk\u010dn\u00ed servery.<\/p>\n<p>Zat\u00edmco tyto technologie nejsou je\u0161t\u011b p\u0159\u00edli\u0161 roz\u0161\u00ed\u0159en\u00e9, v posledn\u00ed dob\u011b se v\u00fdznamn\u011b upevnily na trhu. Podle <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\">predikc\u00ed analytik\u016f<\/a><\/noindex>, v roce 2022 bude objem trhu DCIM \u010dinit 8 miliard dolar\u016f, co\u017e je dvakr\u00e1t v\u00edce ne\u017e ukazatele z roku 2017. Brzy se tyto \u0159e\u0161en\u00ed za\u010dnou objevovat ve v\u0161ech velk\u00fdch datov\u00fdch centrech.<\/p>\n<blockquote><p><b>Na\u0161e dal\u0161\u00ed zdroje a odkazy:<\/b><\/p>\n<p><img decoding=\"async\" alt=\"Jak automatizovat \u0159\u00edzen\u00ed IT infrastruktury \u2013 diskutujeme o t\u0159ech trendech\" 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 otev\u0159en\u00fd protokol nahrad\u00ed IMAP p\u0159i v\u00fdm\u011bn\u011b e-mail\u016f<\/a><\/noindex><\/p>\n<p><img decoding=\"async\" alt=\"Jak automatizovat \u0159\u00edzen\u00ed IT infrastruktury \u2013 diskutujeme o t\u0159ech trendech\" 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\">Jak funguje datov\u00e9 centrum a co je pot\u0159eba k jeho provozu?<\/a><\/noindex><br \/>\n<img decoding=\"async\" alt=\"Jak automatizovat \u0159\u00edzen\u00ed IT infrastruktury \u2013 diskutujeme o t\u0159ech trendech\" 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 organizace IT infrastruktury: v kancel\u00e1\u0159i, datov\u00e9m centru a v cloudu<\/a><\/noindex><br \/>\n<img decoding=\"async\" alt=\"Jak automatizovat \u0159\u00edzen\u00ed IT infrastruktury \u2013 diskutujeme o t\u0159ech trendech\" 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\">Evoluce architektury cloudu 1cloud<\/a><\/noindex><\/p>\n<p><img decoding=\"async\" alt=\"Jak automatizovat \u0159\u00edzen\u00ed IT infrastruktury \u2013 diskutujeme o t\u0159ech trendech\" 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 technologi\u00edch \u2014 \u010d\u00e1st 1<\/a><\/noindex><br \/>\n<img decoding=\"async\" alt=\"Jak automatizovat \u0159\u00edzen\u00ed IT infrastruktury \u2013 diskutujeme o t\u0159ech trendech\" 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\">Jak sn\u00ed\u017eit n\u00e1klady na cloudovou infrastrukturu pomoc\u00ed API<\/a><\/noindex><br \/>\n<img decoding=\"async\" alt=\"Jak automatizovat \u0159\u00edzen\u00ed IT infrastruktury \u2013 diskutujeme o t\u0159ech trendech\" 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\">Jak to u n\u00e1s funguje: p\u0159ehled 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 5.0.3 - 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 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