{"id":75007,"date":"2020-03-22T19:42:31","date_gmt":"2020-03-22T17:42:31","guid":{"rendered":"https:\/\/prohoster.info\/blog\/administrirovanie\/sravnenie-stoimosti-na-managed-kubernetes-2020"},"modified":"2020-03-22T19:42:31","modified_gmt":"2020-03-22T17:42:31","slug":"sravnenie-stoimosti-na-managed-kubernetes-2020","status":"publish","type":"post","link":"https:\/\/prohoster.info\/et\/blog\/administrirovanie\/sravnenie-stoimosti-na-managed-kubernetes-2020","title":{"rendered":"Managed Kubernetesi (2020) hindade v\u00f5rdlus","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p><i><b>M\u00e4rk. t\u00f5lge.<\/b>: Ameerika DevOps-insener Sid Palas, kasutades <noindex><a rel=\"nofollow\" href=\"https:\/\/www.reddit.com\/r\/kubernetes\/comments\/fdgblk\/google_gke_to_introduce_management_fees_by_june\/\">Google Cloud'i hiljutist v\u00e4ljakuulutamist<\/a><\/noindex> infokilluna, viis l\u00e4bi v\u00f5rreldava anal\u00fc\u00fcsi Managed Kubernetes teenuse hindadest (erinevates konfiguratsioonides) juhtivate globaalsete pilveteenuse pakkujate seas. Tema t\u00f6\u00f6 t\u00e4iendavaks plussiks oli vastava Jupyter Notebooki avaldamine, mis v\u00f5imaldab (v\u00e4hemalt p\u00f5hiteadmistega Pythonis) kohandada arvutusi vastavalt oma vajadustele.<\/i><\/p>\n<p><b>TL;DR<\/b>: Azure ja Digital Ocean ei tasu juhtplaani (control plane) teenuste eest, mis teeb neist sobiva valiku paljude v\u00e4ikeste klastrite juurutamiseks. V\u00e4ikese arvu suurte klastrite k\u00e4ivitamiseks on GKE k\u00f5ige parem valik. Lisaks on v\u00f5imalik kulusid t\u00f5siselt k\u00e4rpida, kasutades spott- \/ v\u00e4henenud \/ madala prioriteediga s\u00f5lmi v\u00f5i \u201etellides\u201d pikemaajalist kasutamist sama s\u00f5lme (see kehtib k\u00f5igi platvormide kohta).<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<p><img decoding=\"async\" alt=\"Managed Kubernetesi (2020) hindade v\u00f5rdlus\" src=\"\/wp-content\/uploads\/2020\/03\/6c67dad749abb484670a9c81402e29cf.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Klastri suurus (t\u00f6\u00f6tajate arv)<\/i><\/p>\n<h2>\u00dclevaade<\/h2>\n<p>\n<noindex><a rel=\"nofollow\" href=\"https:\/\/news.ycombinator.com\/item?id=22485625\">Google Cloudi hiljutine v\u00e4ljakuulutamine<\/a><\/noindex> GKE-s iga 10 senti tunnis igas klastris t\u00f6\u00f6 eest sundis mind anal\u00fc\u00fcsima juhtivate pakkujate hindu hallatavas (managed) Kuberneteses.<\/p>\n<p><img decoding=\"async\" alt=\"Managed Kubernetesi (2020) hindade v\u00f5rdlus\" src=\"\/wp-content\/uploads\/2020\/03\/f29c0186fa345bbee7c2105a70845a51.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>See teadaanne h\u00e4iris paljusid\u2026<\/i><\/p>\n<p>Artikli peategelasteks on:<\/p>\n<ul>\n<li> Google Kubernetes Engine (GCP) \u2013 <noindex><a rel=\"nofollow\" href=\"https:\/\/cloud.google.com\/products\/calculator\">hinnakalkulaator<\/a><\/noindex>;<\/li>\n<li> Elastic Kubernetes Service (AWS) \u2013 <noindex><a rel=\"nofollow\" href=\"https:\/\/calculator.s3.amazonaws.com\/index.html\">hinnakalkulaator<\/a><\/noindex>;<\/li>\n<li> Azure Kubernetes Service (Azure) \u2013 <noindex><a rel=\"nofollow\" href=\"https:\/\/azure.microsoft.com\/en-us\/pricing\/calculator\/\">hinnakalkulaator<\/a><\/noindex>;<\/li>\n<li> Kubernetes Digital Oceanis \u2013 <noindex><a rel=\"nofollow\" href=\"https:\/\/www.digitalocean.com\/pricing\/\">hindade leht<\/a><\/noindex>.<\/li>\n<\/ul>\n<p><\/p>\n<h2>kulude jaotus<\/h2>\n<p>\nKubernetes l\u00f5ppkasutuskulud igal platvormil koosnevad j\u00e4rgmistest komponentidest:<\/p>\n<ul>\n<li> Klastri haldustasu;<\/li>\n<li> Koormuse jaotus (Ingress'i jaoks);<\/li>\n<li> Arvutusressursid (vCPU ja t\u00f6\u00f6tajate m\u00e4lu);<\/li>\n<li> Egress-liiklus;<\/li>\n<li> P\u00fcsiv salvestus;<\/li>\n<li> Andmete t\u00f6\u00f6tlemine koormuse tasakaalustaja kaudu.<\/li>\n<\/ul>\n<p>\nLisaks pakuvad pilveteenuse pakkujad m\u00e4rkimisv\u00e4\u00e4rseid allahindlusi, kui klient soovib\/saab kasutada vahelduvaid (preemptible), <noindex><a rel=\"nofollow\" href=\"https:\/\/aws.amazon.com\/ru\/ec2\/spot\/\">spottnode<\/a><\/noindex> v\u00f5i madala prioriteediga (low-priority) s\u00f5lmi V\u00d5I on kohustatud kasutama samu s\u00f5lmi 1-3 aastat.<\/p>\n<p>Oluline on r\u00f5hutada, et kuigi hind on hea alus teenusepakkujate v\u00f5rdlemiseks ja hindamiseks, tuleks arvesse v\u00f5tta ka teisi tegureid:<\/p>\n<ul>\n<li> Saadavus (teenuse taseme leping);<\/li>\n<li> \u00dcmbritsev pilve-\u00f6kos\u00fcsteem;<\/li>\n<li> Saadaval olevad K8s versioonid;<\/li>\n<li> Dokumentatsiooni\/vahendite kvaliteet.<\/li>\n<\/ul>\n<p>\nKuid need tegurid ulatuvad kaugemale sellest artiklist\/uuringust. <noindex><a rel=\"nofollow\" href=\"https:\/\/www.stackrox.com\/post\/2020\/02\/eks-vs-gke-vs-aks\/\">Veebruari m\u00e4rkuses StackRoxi blogis<\/a><\/noindex> t\u00f6\u00f6tatakse v\u00e4lja mittehindavaid tegureid EKS-i, AKS-i ja GKE jaoks.<\/p>\n<h2>Jupyteri m\u00e4rkmik<\/h2>\n<p>\nKuna k\u00f5ige kasulikumate lahenduste leidmine on keeruline, olen koostanud <noindex><a rel=\"nofollow\" href=\"https:\/\/en.wikipedia.org\/wiki\/Project_Jupyter#Jupyter_Notebook\">Jupyteri m\u00e4rkmiku<\/a><\/noindex>, kasutades plotly + ipywidgets. See v\u00f5imaldab v\u00f5rrelda pakkujate pakkumisi erinevate klastrite suuruste ja teenuste valikute osas.<\/p>\n<p>Katsetamiseks on olemas elav versioon m\u00e4rkmikust Binderis:<\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/mybinder.org\/v2\/gh\/sidpalas\/managed-kubernetes-pricing\/master?filepath=%2Fmanaged-kubernetes-price-exploration.ipynb\"><img decoding=\"async\" alt=\"Managed Kubernetesi (2020) hindade v\u00f5rdlus\" src=\"\/wp-content\/uploads\/2020\/03\/4554a23c44b0d6c8c235308a172f66e3.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/a><\/noindex><br \/>\n<i><noindex><a rel=\"nofollow\" href=\"https:\/\/mybinder.org\/v2\/gh\/sidpalas\/managed-kubernetes-pricing\/master?filepath=%2Fmanaged-kubernetes-price-exploration.ipynb\">managed-kubernetes-price-exploration.ipynb mybinder.org-is<\/a><\/noindex><\/i><\/p>\n<p>Andke mulle teada, kui arvutused v\u00f5i algsed hinnangud on valed (seda saab teha l\u00e4bi issue v\u00f5i pull request&#8217;i GitHubis \u2014 <noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/sidpalas\/managed-kubernetes-pricing\/\">siin on repository<\/a><\/noindex>).<\/p>\n<h2>J\u00e4reldused<\/h2>\n<p>\nKahjuks on n\u00fcansse liiga palju, et anda konkreetsemaid soovitusi, kui need, mis on esitatud TL;DR l\u00f5igus alguses. Kuid siiski saab m\u00f5ningaid j\u00e4reldusi teha:<\/p>\n<ul>\n<li> Erinevalt GKE-st ja EKS-ist, AKS ja Digital Ocean ei n\u00f5ua tasu juhtimisploki ressursside eest. AKS ja DO on kasulikud, kui arhitektuur h\u00f5lmab palju v\u00e4ikeseid klastreid (n\u00e4iteks \u00fcks klaster <i>iga arendaja<\/i> v\u00f5i <i>iga kliendi jaoks<\/i>).<\/li>\n<li> Veidi odavamad GKE arvutusressursid teevad selle kasumlikumaks klastrite suurenedes*.<\/li>\n<li> Kasutades v\u00e4ljakutsuvaid s\u00f5lmi v\u00f5i pikaajalist s\u00f5lmede sidumist, saavad kulud v\u00e4heneda rohkem kui 50%. <i>M\u00e4rkus: Digital Oceanil ei ole selliseid allahindlusi.<\/i><\/li>\n<li> Google'i v\u00e4ljaminevate andmete tasu on k\u00f5rgem, kuid arvutuste tegemisel on m\u00e4\u00e4rav tegur arvutusressursside maksumus (v\u00e4lja arvatud juhul, kui teie klaster ei ole m\u00e4rkimisv\u00e4\u00e4rne allikas v\u00e4ljaminevate andmete koguses).<\/li>\n<li> Masinat\u00fc\u00fcpide valimine, arvestades t\u00f6\u00f6koormuste CPU ja m\u00e4lu vajadusi, aitab v\u00e4ltida liigseid kulusid mittekasutatavate ressursside eest.<\/li>\n<li> Digital Ocean k\u00fcsib vCPU eest v\u00e4hem ja m\u00e4lu eest rohkem v\u00f5rreldes teiste platvormidega \u2014 see v\u00f5ib olla otsustav tegur teatud t\u00fc\u00fcpi arvutuskoormuste jaoks.<\/li>\n<\/ul>\n<p>\n<i>* M\u00e4rkus: anal\u00fc\u00fcsis kasutatakse andmeid \u00fcldotstarbeliste arvutus\u00fcksuste kohta. <i>(general-purpose)<\/i>. Need on n1 GCP Compute Engine, m5 AWS ec2, D2v3 Azure virtuaalmasinad ja DO droplet&#8217;id, millel on eraldatud CPU. Samuti on v\u00f5imalik uurida teisi virtuaalmasinate t\u00fc\u00fcpe (burstable, entry-level). Esmapilgul s\u00f5ltub virtuaalmasinate hind lineaarselt vCPU arvust ja m\u00e4lu mahust, kuid ma ei ole kindel, ega see eeldus j\u00e4\u00e4 t\u00f5eliselt kehtima tugevalt ebastandardsete m\u00e4lu\/CPU suhete puhul.<\/i><\/p>\n<p>Artiklis <noindex><a rel=\"nofollow\" href=\"https:\/\/www.replex.io\/blog\/the-ultimate-kubernetes-cost-guide-aws-vs-gce-vs-azure-vs-digital-ocean\">Kubernetesi kulude l\u00f5ppjuhend: AWS vs GCP vs Azure vs Digital Ocean<\/a><\/noindex>, avaldatud 2018. aastal, kasutati standardset klastrit, mis koosnes 100 vCPU tuumast ja 400 GB m\u00e4lust. V\u00f5rdluseks arvutasin, et sarnane klaster \u00fchel neist platvormidest (n\u00f5udmisel eksemplaride jaoks) maksaks j\u00e4rgmised summad:<\/p>\n<ul>\n<li> AKS: 51465 USD\/aastas<\/li>\n<li> EKS: 43138 USD\/aastas<\/li>\n<li> GKE: 30870 USD\/aastas<\/li>\n<li> DO: 36131 USD\/aastas<\/li>\n<\/ul>\n<p>\nLoodan, et artikkel koos m\u00e4rkmikuga aitab teil hinnata hallatavate Kubernetes'e p\u00f5hiteenuseid ja\/v\u00f5i s\u00e4\u00e4sta pilveinfrastruktuurilt, kasutades allahindlusi ja muid v\u00f5imalusi.<\/p>\n<h2>P.S. t\u00f5lkija m\u00e4rkused<\/h2>\n<p>\nLugege ka meie blogist:<\/p>\n<ul>\n<li> \u00ab<noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/flant\/blog\/466659\/\">Kubecosti \u00fclevaade Kubernetes'i rahasammaste k\u00e4rpimiseks pilvedes<\/a><\/noindex>\u00bb;<\/li>\n<li> \u00ab<noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/flant\/blog\/490356\/\">Esitleme Kubernetes CCM (Cloud Controller Manager) Yandex.Cloudile<\/a><\/noindex>\u00bb;<\/li>\n<li> \u00ab<noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/flant\/blog\/455543\/\">Kubernetes-kl\u00f5ster on lihtne ja mugav seadistada? Tutvustame addon-operatorit<\/a><\/noindex>\u00bb;<\/li>\n<li> \u00ab<noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/flant\/blog\/341760\/\">Kubernetes'i infrastruktuur kui teenus<\/a><\/noindex>\u00bb.<\/li>\n<\/ul>\n<p>Allikas: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/flant\/blog\/492226\/\">habr.com<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u041f\u0440\u0438\u043c. \u043f\u0435\u0440\u0435\u0432.: \u0410\u043c\u0435\u0440\u0438\u043a\u0430\u043d\u0441\u043a\u0438\u0439 DevOps-\u0438\u043d\u0436\u0435\u043d\u0435\u0440 Sid Palas, \u043f\u043e\u043b\u044c\u0437\u0443\u044f\u0441\u044c \u043d\u0435\u0434\u0430\u0432\u043d\u0438\u043c \u0430\u043d\u043e\u043d\u0441\u043e\u043c Google Cloud \u043a\u0430\u043a \u0438\u043d\u0444\u043e\u043f\u043e\u0432\u043e\u0434\u043e\u043c, \u043f\u0440\u043e\u0432\u0451\u043b \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u0441\u0442\u043e\u0438\u043c\u043e\u0441\u0442\u0438 \u0443\u0441\u043b\u0443\u0433\u0438 Managed Kubernetes (\u0432 \u0440\u0430\u0437\u043d\u044b\u0445 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u044f\u0445) \u043e\u0442 \u0432\u0435\u0434\u0443\u0449\u0438\u0445 \u043c\u0438\u0440\u043e\u0432\u044b\u0445 \u043e\u0431\u043b\u0430\u0447\u043d\u044b\u0445 \u043f\u0440\u043e\u0432\u0430\u0439\u0434\u0435\u0440\u043e\u0432. \u0414\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u043c \u043f\u043b\u044e\u0441\u043e\u043c \u0435\u0433\u043e \u0440\u0430\u0431\u043e\u0442\u044b \u0441\u0442\u0430\u043b\u0430 \u043f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u044f \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u0433\u043e Jupyter Notebook, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0449\u0435\u0433\u043e (\u043f\u0440\u0438 \u043d\u0430\u043b\u0438\u0447\u0438\u0438 \u043c\u0438\u043d\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u0445 \u0437\u043d\u0430\u043d\u0438\u0439 Python) \u043f\u043e\u0434\u043a\u043e\u0440\u0440\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u043c\u044b\u0435 \u0440\u0430\u0441\u0447\u0451\u0442\u044b \u043f\u043e\u0434 \u0441\u0432\u043e\u0438 \u043d\u0443\u0436\u0434\u044b. TL;DR: Azure \u0438 Digital Ocean \u043d\u0435 \u0432\u0437\u0438\u043c\u0430\u044e\u0442 [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":75008,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[688],"tags":[],"class_list":["post-75007","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=\"\u041f\u0440\u0438\u043c. \u043f\u0435\u0440\u0435\u0432.: \u0410\u043c\u0435\u0440\u0438\u043a\u0430\u043d\u0441\u043a\u0438\u0439 DevOps-\u0438\u043d\u0436\u0435\u043d\u0435\u0440 Sid Palas, \u043f\u043e\u043b\u044c\u0437\u0443\u044f\u0441\u044c \u043d\u0435\u0434\u0430\u0432\u043d\u0438\u043c \u0430\u043d\u043e\u043d\u0441\u043e\u043c Google Cloud \u043a\u0430\u043a \u0438\u043d\u0444\u043e\u043f\u043e\u0432\u043e\u0434\u043e\u043c, \u043f\u0440\u043e\u0432\u0451\u043b \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u0441\u0442\u043e\u0438\u043c\u043e\u0441\u0442\u0438 \u0443\u0441\u043b\u0443\u0433\u0438 Managed Kubernetes (\u0432 \u0440\u0430\u0437\u043d\u044b\u0445 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u044f\u0445) \u043e\u0442 \u0432\u0435\u0434\u0443\u0449\u0438\u0445 \u043c\u0438\u0440\u043e\u0432\u044b\u0445 \u043e\u0431\u043b\u0430\u0447\u043d\u044b\u0445 \u043f\u0440\u043e\u0432\u0430\u0439\u0434\u0435\u0440\u043e\u0432. \u0414\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u043c \u043f\u043b\u044e\u0441\u043e\u043c \u0435\u0433\u043e \u0440\u0430\u0431\u043e\u0442\u044b \u0441\u0442\u0430\u043b\u0430 \u043f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u044f \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u0433\u043e Jupyter Notebook, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0449\u0435\u0433\u043e (\u043f\u0440\u0438 \u043d\u0430\u043b\u0438\u0447\u0438\u0438 \u043c\u0438\u043d\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u0445 \u0437\u043d\u0430\u043d\u0438\u0439 Python) \u043f\u043e\u0434\u043a\u043e\u0440\u0440\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u043c\u044b\u0435 \u0440\u0430\u0441\u0447\u0451\u0442\u044b \u043f\u043e\u0434 \u0441\u0432\u043e\u0438 \u043d\u0443\u0436\u0434\u044b. TL;DR: Azure \u0438 Digital Ocean \u043d\u0435 \u0432\u0437\u0438\u043c\u0430\u044e\u0442\" \/>\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\/et\/blog\/administrirovanie\/sravnenie-stoimosti-na-managed-kubernetes-2020\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.10\" \/>\n\t\t<meta property=\"og:locale\" content=\"et_EE\" \/>\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\u0421\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u0441\u0442\u043e\u0438\u043c\u043e\u0441\u0442\u0438 \u043d\u0430 Managed Kubernetes (2020) | ProHoster\" \/>\n\t\t<meta property=\"og:description\" content=\"\u041f\u0440\u0438\u043c. \u043f\u0435\u0440\u0435\u0432.: \u0410\u043c\u0435\u0440\u0438\u043a\u0430\u043d\u0441\u043a\u0438\u0439 DevOps-\u0438\u043d\u0436\u0435\u043d\u0435\u0440 Sid Palas, \u043f\u043e\u043b\u044c\u0437\u0443\u044f\u0441\u044c \u043d\u0435\u0434\u0430\u0432\u043d\u0438\u043c \u0430\u043d\u043e\u043d\u0441\u043e\u043c Google Cloud \u043a\u0430\u043a \u0438\u043d\u0444\u043e\u043f\u043e\u0432\u043e\u0434\u043e\u043c, \u043f\u0440\u043e\u0432\u0451\u043b \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u0441\u0442\u043e\u0438\u043c\u043e\u0441\u0442\u0438 \u0443\u0441\u043b\u0443\u0433\u0438 Managed Kubernetes (\u0432 \u0440\u0430\u0437\u043d\u044b\u0445 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u044f\u0445) \u043e\u0442 \u0432\u0435\u0434\u0443\u0449\u0438\u0445 \u043c\u0438\u0440\u043e\u0432\u044b\u0445 \u043e\u0431\u043b\u0430\u0447\u043d\u044b\u0445 \u043f\u0440\u043e\u0432\u0430\u0439\u0434\u0435\u0440\u043e\u0432. \u0414\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u043c \u043f\u043b\u044e\u0441\u043e\u043c \u0435\u0433\u043e \u0440\u0430\u0431\u043e\u0442\u044b \u0441\u0442\u0430\u043b\u0430 \u043f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u044f \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u0433\u043e Jupyter Notebook, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0449\u0435\u0433\u043e (\u043f\u0440\u0438 \u043d\u0430\u043b\u0438\u0447\u0438\u0438 \u043c\u0438\u043d\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u0445 \u0437\u043d\u0430\u043d\u0438\u0439 Python) \u043f\u043e\u0434\u043a\u043e\u0440\u0440\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u043c\u044b\u0435 \u0440\u0430\u0441\u0447\u0451\u0442\u044b \u043f\u043e\u0434 \u0441\u0432\u043e\u0438 \u043d\u0443\u0436\u0434\u044b. TL;DR: Azure \u0438 Digital Ocean \u043d\u0435 \u0432\u0437\u0438\u043c\u0430\u044e\u0442\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/prohoster.info\/et\/blog\/administrirovanie\/sravnenie-stoimosti-na-managed-kubernetes-2020\" \/>\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=\"2020-03-22T17:42:31+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2020-03-22T17:42:31+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\udd47Managed Kubernetes hinna v\u00f5rdlus (2020) | ProHoster","description":"M\u00e4rkus: Ameerika DevOps-insener Sid Palas kasutas hiljutist Google Cloudi teadaannet infopunktina, et v\u00f5rrelda juhtivate maailmakuulsate pilveteenuste pakkujate Managed Kubernetes teenuse hindu (erinevates konfiguratsioonides). Tema t\u00f6\u00f6 t\u00e4iendavaks plussiks oli vastava Jupyter Notebooki avaldamine, mis v\u00f5imaldab (minimaalsete Python-teadmiste korral) arvutusi oma vajadustele kohandada. TL;DR: Azure ja Digital Ocean ei v\u00f5ta tasu.","canonical_url":"https:\/\/prohoster.info\/et\/blog\/administrirovanie\/sravnenie-stoimosti-na-managed-kubernetes-2020","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":null,"og:locale":"et_EE","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\u0421\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u0441\u0442\u043e\u0438\u043c\u043e\u0441\u0442\u0438 \u043d\u0430 Managed Kubernetes (2020) | ProHoster","og:description":"\u041f\u0440\u0438\u043c. \u043f\u0435\u0440\u0435\u0432.: \u0410\u043c\u0435\u0440\u0438\u043a\u0430\u043d\u0441\u043a\u0438\u0439 DevOps-\u0438\u043d\u0436\u0435\u043d\u0435\u0440 Sid Palas, \u043f\u043e\u043b\u044c\u0437\u0443\u044f\u0441\u044c \u043d\u0435\u0434\u0430\u0432\u043d\u0438\u043c \u0430\u043d\u043e\u043d\u0441\u043e\u043c Google Cloud \u043a\u0430\u043a \u0438\u043d\u0444\u043e\u043f\u043e\u0432\u043e\u0434\u043e\u043c, \u043f\u0440\u043e\u0432\u0451\u043b \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u0441\u0442\u043e\u0438\u043c\u043e\u0441\u0442\u0438 \u0443\u0441\u043b\u0443\u0433\u0438 Managed Kubernetes (\u0432 \u0440\u0430\u0437\u043d\u044b\u0445 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u044f\u0445) \u043e\u0442 \u0432\u0435\u0434\u0443\u0449\u0438\u0445 \u043c\u0438\u0440\u043e\u0432\u044b\u0445 \u043e\u0431\u043b\u0430\u0447\u043d\u044b\u0445 \u043f\u0440\u043e\u0432\u0430\u0439\u0434\u0435\u0440\u043e\u0432. \u0414\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u043c \u043f\u043b\u044e\u0441\u043e\u043c \u0435\u0433\u043e \u0440\u0430\u0431\u043e\u0442\u044b \u0441\u0442\u0430\u043b\u0430 \u043f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u044f \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u0433\u043e Jupyter Notebook, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0449\u0435\u0433\u043e (\u043f\u0440\u0438 \u043d\u0430\u043b\u0438\u0447\u0438\u0438 \u043c\u0438\u043d\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u0445 \u0437\u043d\u0430\u043d\u0438\u0439 Python) \u043f\u043e\u0434\u043a\u043e\u0440\u0440\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u043c\u044b\u0435 \u0440\u0430\u0441\u0447\u0451\u0442\u044b \u043f\u043e\u0434 \u0441\u0432\u043e\u0438 \u043d\u0443\u0436\u0434\u044b. 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