{"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\/cs\/blog\/administrirovanie\/sravnenie-stoimosti-na-managed-kubernetes-2020","title":{"rendered":"Porovn\u00e1n\u00ed cen na Managed Kubernetes (2020)","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p><i><b>Pozn. p\u0159ek.<\/b>: Americk\u00fd DevOps in\u017een\u00fdr Sid Palas, vyu\u017e\u00edvaj\u00edce <noindex><a rel=\"nofollow\" href=\"https:\/\/www.reddit.com\/r\/kubernetes\/comments\/fdgblk\/google_gke_to_introduce_management_fees_by_june\/\">ned\u00e1vn\u00e9ho ozn\u00e1men\u00ed Google Cloud<\/a><\/noindex> , provedl srovn\u00e1n\u00ed n\u00e1klad\u016f na slu\u017ebu Managed Kubernetes (v r\u016fzn\u00fdch konfigurac\u00edch) od p\u0159edn\u00edch glob\u00e1ln\u00edch poskytovatel\u016f cloudov\u00fdch slu\u017eeb. Dal\u0161\u00edm plusem jeho pr\u00e1ce byla publikace odpov\u00eddaj\u00edc\u00edho Jupyter Notebooku, kter\u00fd umo\u017e\u0148uje (p\u0159i minim\u00e1ln\u00edch znalostech Pythonu) doladit prov\u00e1d\u011bn\u00e9 v\u00fdpo\u010dty podle vlastn\u00edch pot\u0159eb.<\/i><\/p>\n<p><b>TL;DR<\/b>: Azure a Digital Ocean ne\u00fa\u010dtuj\u00ed poplatky za v\u00fdpo\u010detn\u00ed prost\u0159edky pou\u017e\u00edvan\u00e9 pro \u0159\u00eddic\u00ed vrstvu (control plane), co\u017e je \u010din\u00ed vhodnou volbou pro nasazen\u00ed mnoha mal\u00fdch cluster\u016f. Pro spu\u0161t\u011bn\u00ed men\u0161\u00edho po\u010dtu velk\u00fdch cluster\u016f je nejlep\u0161\u00ed GKE. D\u00e1le lze v\u00fdrazn\u011b sn\u00ed\u017eit n\u00e1klady, pou\u017eit\u00edm spottov\u00fdch\/p\u0159edch\u00e1zej\u00edc\u00edch\/n\u00edzko-prioritn\u00edch uzl\u016f nebo \u201epodeps\u00e1n\u00edm\u201c na dlouhodob\u00e9 pou\u017e\u00edv\u00e1n\u00ed stejn\u00fdch uzl\u016f (to plat\u00ed pro v\u0161echny platformy).<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<p><img decoding=\"async\" alt=\"Porovn\u00e1n\u00ed cen na Managed Kubernetes (2020)\" src=\"\/wp-content\/uploads\/2020\/03\/6c67dad749abb484670a9c81402e29cf.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Velikost clusteru (po\u010det worker\u016f)<\/i><\/p>\n<h2>Obecn\u00e9 informace<\/h2>\n<p>\n<noindex><a rel=\"nofollow\" href=\"https:\/\/news.ycombinator.com\/item?id=22485625\">Ned\u00e1vn\u00e9 ozn\u00e1men\u00ed Google Cloud<\/a><\/noindex> o zah\u00e1jen\u00ed \u00fa\u010dtov\u00e1n\u00ed 10 cent\u016f za hodinu provozu ka\u017ed\u00e9ho clusteru v GKE m\u011b povzbudilo k anal\u00fdze cen hlavn\u00edch nab\u00eddek v oblasti spravovan\u00e9ho (managed) Kubernetes.<\/p>\n<p><img decoding=\"async\" alt=\"Porovn\u00e1n\u00ed cen na Managed Kubernetes (2020)\" src=\"\/wp-content\/uploads\/2020\/03\/f29c0186fa345bbee7c2105a70845a51.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Toto ozn\u00e1men\u00ed velmi zklamalo n\u011bkter\u00e9...<\/i><\/p>\n<p>Hlavn\u00edmi protagonisty \u010dl\u00e1nku jsou:<\/p>\n<ul>\n<li> Google Kubernetes Engine (GCP) \u2013 <noindex><a rel=\"nofollow\" href=\"https:\/\/cloud.google.com\/products\/calculator\">cenov\u00fd kalkul\u00e1tor<\/a><\/noindex>;<\/li>\n<li> Elastic Kubernetes Service (AWS) \u2013 <noindex><a rel=\"nofollow\" href=\"https:\/\/calculator.s3.amazonaws.com\/index.html\">cenov\u00fd kalkul\u00e1tor<\/a><\/noindex>;<\/li>\n<li> Azure Kubernetes Service (Azure) \u2013 <noindex><a rel=\"nofollow\" href=\"https:\/\/azure.microsoft.com\/en-us\/pricing\/calculator\/\">cenov\u00fd kalkul\u00e1tor<\/a><\/noindex>;<\/li>\n<li> Kubernetes na Digital Ocean \u2013 <noindex><a rel=\"nofollow\" href=\"https:\/\/www.digitalocean.com\/pricing\/\">str\u00e1nka s cenami<\/a><\/noindex>.<\/li>\n<\/ul>\n<p><\/p>\n<h2>Rozpis n\u00e1klad\u016f<\/h2>\n<p>\nCelkov\u00e9 n\u00e1klady na pou\u017e\u00edv\u00e1n\u00ed Kubernetes na ka\u017ed\u00e9 z t\u011bchto platforem se skl\u00e1daj\u00ed z n\u00e1sleduj\u00edc\u00edch komponent:<\/p>\n<ul>\n<li> Poplatek za spr\u00e1vu clusteru;<\/li>\n<li> Z\u00e1t\u011b\u017eov\u00e9 vyva\u017eov\u00e1n\u00ed (pro Ingress);<\/li>\n<li> V\u00fdpo\u010detn\u00ed zdroje (vCPU a pam\u011b\u0165) worker\u016f;<\/li>\n<li> Egressov\u00fd provoz;<\/li>\n<li> Trval\u00e9 \u00falo\u017ei\u0161t\u011b;<\/li>\n<li> Zpracov\u00e1n\u00ed dat vyva\u017eova\u010dem z\u00e1t\u011b\u017ee.<\/li>\n<\/ul>\n<p>\nD\u00e1le cloudov\u00ed poskytovatel\u00e9 nab\u00edzej\u00ed v\u00fdznamn\u00e9 slevy, pokud chce\/m\u016f\u017ee klient pou\u017e\u00edvat p\u0159edch\u00e1zej\u00edc\u00ed (preemptible), <noindex><a rel=\"nofollow\" href=\"https:\/\/aws.amazon.com\/ru\/ec2\/spot\/\">spottov\u00e9<\/a><\/noindex> nebo n\u00edzko-prioritn\u00ed uzly \u010cI se zav\u00e1\u017ee pou\u017e\u00edvat stejn\u00e9 uzly po dobu 1-3 let.<\/p>\n<p>Je t\u0159eba zd\u016fraznit, \u017ee a\u010dkoli n\u00e1klady jsou dobr\u00fdm z\u00e1kladem pro srovn\u00e1n\u00ed a hodnocen\u00ed poskytovatel\u016f slu\u017eby, m\u011bly by se zohlednit i dal\u0161\u00ed faktory:<\/p>\n<ul>\n<li> Uptime (SLA);<\/li>\n<li> Okoln\u00ed cloudov\u00e1 ekosyst\u00e9m;<\/li>\n<li> Dostupn\u00e9 verze K8s;<\/li>\n<li> Kvalita dokumentace\/n\u00e1stroj\u016f.<\/li>\n<\/ul>\n<p>\nTyto faktory v\u0161ak p\u0159esahuj\u00ed r\u00e1mec tohoto \u010dl\u00e1nku\/v\u00fdzkumu. V <noindex><a rel=\"nofollow\" href=\"https:\/\/www.stackrox.com\/post\/2020\/02\/eks-vs-gke-vs-aks\/\">\u00fanorov\u00e9m blogu StackRox<\/a><\/noindex> Podrobn\u011b se zab\u00fdv\u00e1me necenov\u00fdmi faktory pro EKS, AKS a GKE.<\/p>\n<h2>Jupyter Notebook<\/h2>\n<p>\nAbych usnadnil hled\u00e1n\u00ed nejv\u00fdhodn\u011bj\u0161\u00edho \u0159e\u0161en\u00ed, vytvo\u0159il jsem <noindex><a rel=\"nofollow\" href=\"https:\/\/en.wikipedia.org\/wiki\/Project_Jupyter#Jupyter_Notebook\">Jupyter notebook<\/a><\/noindex>, ve kter\u00e9m jsem vyu\u017eil plotly + ipywidgets. Umo\u017e\u0148uje porovn\u00e1vat nab\u00eddky poskytovatel\u016f pro r\u016fzn\u00e9 velikosti clustera a soubory slu\u017eeb.<\/p>\n<p>Vyzkou\u0161et \u017eivou verzi notebooku m\u016f\u017eete v Binderu:<\/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=\"Porovn\u00e1n\u00ed cen na Managed Kubernetes (2020)\" 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 na mybinder.org<\/a><\/noindex><\/i><\/p>\n<p>Dejte mi v\u011bd\u011bt, pokud jsou v\u00fdpo\u010dty nebo p\u016fvodn\u00ed ceny nespr\u00e1vn\u00e9 (to lze prov\u00e9st pomoc\u00ed issue nebo pull requestu na GitHubu \u2014 <noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/sidpalas\/managed-kubernetes-pricing\/\">tady je repozit\u00e1\u0159<\/a><\/noindex>).<\/p>\n<h2>Z\u00e1v\u011bry<\/h2>\n<p>\nBohu\u017eel je p\u0159\u00edli\u0161 mnoho nuanc\u00ed, abych mohl uv\u00e9st konkr\u00e9tn\u011bj\u0161\u00ed doporu\u010den\u00ed, ne\u017e jsou ta zahrnuta v \u00favodu TL;DR. Nicm\u00e9n\u011b lze i tak u\u010dinit n\u011bkolik z\u00e1v\u011br\u016f:<\/p>\n<ul>\n<li> Na rozd\u00edl od GKE a EKS, AKS a Digital Ocean ne\u00fa\u010dtuj\u00ed poplatky za zdroje \u0159\u00eddic\u00ed vrstvy. AKS a DO jsou v\u00fdhodn\u011bj\u0161\u00ed, pokud architektura zahrnuje mnoho mal\u00fdch cluster\u016f (nap\u0159\u00edklad jeden cluster na <i>ka\u017ed\u00e9ho v\u00fdvoj\u00e1\u0159e<\/i> nebo <i>ka\u017ed\u00e9ho klienta<\/i>).<\/li>\n<li> M\u00edrn\u011b levn\u011bj\u0161\u00ed v\u00fdpo\u010detn\u00ed prost\u0159edky GKE \u010din\u00ed tento syst\u00e9m v\u00fdhodn\u011bj\u0161\u00ed s rostouc\u00ed velikost\u00ed cluster\u016f*.<\/li>\n<li> Pou\u017eit\u00ed vy\u010derp\u00e1vac\u00edch uzl\u016f nebo dlouhodob\u00e1 vazba na uzly mohou sn\u00ed\u017eit n\u00e1klady o v\u00edce ne\u017e 50%. <i>Pozn\u00e1mka: Digital Ocean takov\u00e9 slevy nenab\u00edz\u00ed.<\/i><\/li>\n<li> Poplatky za odchoz\u00ed provoz v Googlu jsou vy\u0161\u0161\u00ed, nicm\u00e9n\u011b hlavn\u00edm faktorem p\u0159i v\u00fdpo\u010dtu je cena v\u00fdpo\u010detn\u00edch zdroj\u016f (pokud v\u00e1\u0161 cluster nen\u00ed zdrojem v\u00fdznamn\u00e9ho objemu odchoz\u00edch dat).<\/li>\n<li> V\u00fdb\u011br typ\u016f stroj\u016f podle pot\u0159eb pracovn\u00edch z\u00e1t\u011b\u017e\u00ed co do CPU a pam\u011bti pom\u016f\u017ee vyhnout se nadm\u011brn\u00fdm poplatk\u016fm za nevyu\u017eit\u00e9 zdroje.<\/li>\n<li> Digital Ocean si \u00fa\u010dtuje m\u00e9n\u011b za vCPU a v\u00edce za pam\u011b\u0165 ne\u017e jin\u00e9 platformy \u2014 to m\u016f\u017ee b\u00fdt rozhoduj\u00edc\u00ed faktor pro n\u011bkter\u00e9 typy v\u00fdpo\u010detn\u00edch z\u00e1t\u011b\u017e\u00ed.<\/li>\n<\/ul>\n<p>\n<i>* Pozn\u00e1mka: V anal\u00fdze se pou\u017e\u00edvaj\u00ed data pro v\u00fdpo\u010detn\u00ed uzly obecn\u00e9ho pou\u017eit\u00ed <i>(general-purpose)<\/i>. Jedn\u00e1 se o instance n1 GCP Compute Engine, m5 AWS EC2, virtu\u00e1ln\u00ed stroje D2v3 Azure a droplety DO s dedikovan\u00fdmi CPU. Z\u00e1rove\u0148 je mo\u017en\u00e9 prov\u00e9st i zkoum\u00e1n\u00ed dal\u0161\u00edch typ\u016f virtu\u00e1ln\u00edch stroj\u016f (burstable, entry-level). Na prvn\u00ed pohled se zd\u00e1, \u017ee cena virtu\u00e1ln\u00edch stroj\u016f line\u00e1rn\u011b z\u00e1vis\u00ed na po\u010dtu vCPU a objemu pam\u011bti, nicm\u00e9n\u011b si nejsem jist\u00fd, zda toto p\u0159edpokl\u00e1d\u00e1n\u00ed z\u016fstane platn\u00e9 pro velmi nestandardn\u00ed pom\u011bry pam\u011bti\/CPU.<\/i><\/p>\n<p>V \u010dl\u00e1nku <noindex><a rel=\"nofollow\" href=\"https:\/\/www.replex.io\/blog\/the-ultimate-kubernetes-cost-guide-aws-vs-gce-vs-azure-vs-digital-ocean\">Nejlep\u0161\u00ed pr\u016fvodce n\u00e1klady na Kubernetes: AWS vs GCP vs Azure vs Digital Ocean<\/a><\/noindex>, publikov\u00e1no v roce 2018, byl pou\u017eit referen\u010dn\u00ed cluster se 100 j\u00e1dry vCPU a 400 GB pam\u011bti. Pro srovn\u00e1n\u00ed, podle m\u00fdch v\u00fdpo\u010dt\u016f, podobn\u00fd cluster na ka\u017ed\u00e9 z t\u011bchto platforem (pro on-demand instance) by st\u00e1l n\u00e1sleduj\u00edc\u00ed \u010d\u00e1stku:<\/p>\n<ul>\n<li> AKS: 51465 USD\/rok<\/li>\n<li> EKS: 43138 USD\/rok<\/li>\n<li> GKE: 30870 USD\/rok<\/li>\n<li> DO: 36131 USD\/rok<\/li>\n<\/ul>\n<p>\nDouf\u00e1m, \u017ee v\u00e1m \u010dl\u00e1nek spolu s bloknotem pomohou zhodnotit hlavn\u00ed nab\u00eddky spravovan\u00fdch Kubernetes a\/nebo u\u0161et\u0159it na cloudov\u00e9 infrastruktu\u0159e vyu\u017eit\u00edm slev a dal\u0161\u00edch mo\u017enost\u00ed.<\/p>\n<h2>P.S. od p\u0159ekladatele<\/h2>\n<p>\nP\u0159e\u010dt\u011bte si tak\u00e9 n\u00e1\u0161 blog:<\/p>\n<ul>\n<li> \u00ab<noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/flant\/blog\/466659\/\">P\u0159ehled Kubecost pro \u00fasporu n\u00e1klad\u016f na Kubernetes v cloudech<\/a><\/noindex>\u00bb;<\/li>\n<li> \u00ab<noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/flant\/blog\/490356\/\">P\u0159edstavujeme Kubernetes CCM (Cloud Controller Manager) pro Yandex.Cloud<\/a><\/noindex>\u00bb;<\/li>\n<li> \u00ab<noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/flant\/blog\/455543\/\">P\u0159\u00edprava Kubernetes clusteru je jednoduch\u00e1 a pohodln\u00e1? Annonce addon-operator<\/a><\/noindex>\u00bb;<\/li>\n<li> \u00ab<noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/flant\/blog\/341760\/\">Infrastruktura s Kubernetes jako dostupn\u00e1 slu\u017eba<\/a><\/noindex>\u00bb.<\/li>\n<\/ul>\n<p>Zdroj: <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 5.0.3 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u041f\u0440\u0438\u043c.\" \/>\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\/cs\/blog\/administrirovanie\/sravnenie-stoimosti-na-managed-kubernetes-2020\" \/>\n\t\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.3\" 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