{"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\/sl\/blog\/administrirovanie\/sravnenie-stoimosti-na-managed-kubernetes-2020","title":{"rendered":"Primerjava cen za Managed Kubernetes (2020)","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p><i><b>Op. prev.<\/b>: Ameri\u0161ki DevOps in\u017eenir Sid Palas je, ob uporabi <noindex><a rel=\"nofollow\" href=\"https:\/\/www.reddit.com\/r\/kubernetes\/comments\/fdgblk\/google_gke_to_introduce_management_fees_by_june\/\">nedavne napovedi Google Cloud<\/a><\/noindex> kot izhodi\u0161\u010da, opravil primerjavo cen storitve Managed Kubernetes (v razli\u010dnih konfiguracijah) pri vodilnih svetovnih obla\u010dnih ponudnikih. Dodatna prednost njegovega dela je bila objava ustreznega Jupyter Notebooka, ki omogo\u010da (ob minimalnem znanju Pythona) prilagoditev izra\u010dunov po svojih potrebah.<\/i><\/p>\n<p><b>TL;DR<\/b>: Azure in Digital Ocean ne zara\u010dunavata stro\u0161kov za ra\u010dunalni\u0161ke vire, ki se uporabljajo za upravljalsko plast (control plane), kar ju naredi primerno izbiro za namestitev \u0161tevilnih manj\u0161ih grozdov. Za zagon majhnega \u0161tevila velikih grozdov je GKE najprimernej\u0161a izbira. Poleg tega je mo\u017eno znatno zmanj\u0161ati stro\u0161ke z uporabo preemptivnih\/spot\/ni\u017ejiprioritetnih vozli\u0161\u010d ali tako, da se 'prijavite' za dolgotrajno uporabo istih vozli\u0161\u010d (to velja za vse platforme).<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<p><img decoding=\"async\" alt=\"Primerjava cen za Managed Kubernetes (2020)\" src=\"\/wp-content\/uploads\/2020\/03\/6c67dad749abb484670a9c81402e29cf.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Velikost klustra (\u0161tevilo delavcev)<\/i><\/p>\n<h2>Splo\u0161ne informacije<\/h2>\n<p>\n<noindex><a rel=\"nofollow\" href=\"https:\/\/news.ycombinator.com\/item?id=22485625\">Nedavna napoved Google Cloud<\/a><\/noindex> o za\u010detku zara\u010dunavanja 10 centov na uro za delovanje vsakega grozda v GKE me je spodbudila k analizi cen glavnih ponudb na podro\u010dju upravljanega Kubernetes.<\/p>\n<p><img decoding=\"async\" alt=\"Primerjava cen za Managed Kubernetes (2020)\" src=\"\/wp-content\/uploads\/2020\/03\/f29c0186fa345bbee7c2105a70845a51.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Ta napoved je mo\u010dno razburila nekatere\u2026<\/i><\/p>\n<p>Glavni junaki \u010dlanka so:<\/p>\n<ul>\n<li> Google Kubernetes Engine (GCP) \u2013 <noindex><a rel=\"nofollow\" href=\"https:\/\/cloud.google.com\/products\/calculator\">kalkulator cen<\/a><\/noindex>;<\/li>\n<li> Elastic Kubernetes Service (AWS) \u2013 <noindex><a rel=\"nofollow\" href=\"https:\/\/calculator.s3.amazonaws.com\/index.html\">kalkulator cen<\/a><\/noindex>;<\/li>\n<li> Azure Kubernetes Service (Azure) \u2013 <noindex><a rel=\"nofollow\" href=\"https:\/\/azure.microsoft.com\/en-us\/pricing\/calculator\/\">kalkulator cen<\/a><\/noindex>;<\/li>\n<li> Kubernetes on Digital Ocean \u2013 <noindex><a rel=\"nofollow\" href=\"https:\/\/www.digitalocean.com\/pricing\/\">stran s cenami<\/a><\/noindex>.<\/li>\n<\/ul>\n<p><\/p>\n<h2>Razdelitev stro\u0161kov<\/h2>\n<p>\nSkupni stro\u0161ki uporabe Kubernetes na vsaki od teh platform se sestavljajo iz naslednjih komponent:<\/p>\n<ul>\n<li> Naro\u010dnine za upravljanje grozda;<\/li>\n<li> Uravnote\u017eenje obremenitve (za Ingress);<\/li>\n<li> Ra\u010dunalni\u0161ki viri (vCPU in pomnilnik) delavcev;<\/li>\n<li> Egress promet;<\/li>\n<li> Stalno shranjevanje;<\/li>\n<li> Obdelava podatkov z uravnote\u017eevalnikom obremenitve.<\/li>\n<\/ul>\n<p>\nPoleg tega obla\u010dni ponudniki ponujajo znatne popuste, \u010de stranka \u017eeli\/mora uporabljati preemptivna, <noindex><a rel=\"nofollow\" href=\"https:\/\/aws.amazon.com\/ru\/ec2\/spot\/\">spotna<\/a><\/noindex> ali nizkprioritetna vozli\u0161\u010da ALI se obvezuje, da bo uporabljala ista vozli\u0161\u010da v obdobju 1-3 let.<\/p>\n<p>Pomembno je poudariti, da je, \u010deprav so stro\u0161ki dober osnovni kriterij za primerjavo in ocenjevanje ponudnikov storitev, potrebno upo\u0161tevati tudi druge dejavnike:<\/p>\n<ul>\n<li> Uptime (servisni nivo);<\/li>\n<li> Obla\u010dna ekosustava;<\/li>\n<li> Na voljo razli\u010dice K8s;<\/li>\n<li> Kakovost dokumentacije\/orodij.<\/li>\n<\/ul>\n<p>\nVendar ti dejavniki presegajo meje tega \u010dlanka\/raziskave. V <noindex><a rel=\"nofollow\" href=\"https:\/\/www.stackrox.com\/post\/2020\/02\/eks-vs-gke-vs-aks\/\">februarskem blogu StackRox<\/a><\/noindex> podrobno obravnavajo necenovne dejavnike za EKS, AKS in GKE.<\/p>\n<h2>Jupyter Notebook<\/h2>\n<p>\nDa bi olaj\u0161al iskanje najbolj ugodne re\u0161itve, sem razvil <noindex><a rel=\"nofollow\" href=\"https:\/\/en.wikipedia.org\/wiki\/Project_Jupyter#Jupyter_Notebook\">Jupyter notebook<\/a><\/noindex>, ki uporablja plotly + ipywidgets. Omogo\u010da primerjavo ponudb ponudnikov za razli\u010dne velikosti grozdov in nabor storitev.<\/p>\n<p>Skozi \u017eivo razli\u010dico zvezka se lahko vadite na Binder:<\/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=\"Primerjava cen za 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>Obvestite me prosim, \u010de so izra\u010duni ali prvotni predra\u010duni napa\u010dni (to lahko storite z izdanjem te\u017eave ali pull requesta na GitHubu \u2014 <noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/sidpalas\/managed-kubernetes-pricing\/\">tukaj je repozitorij<\/a><\/noindex>).<\/p>\n<h2>Zaklju\u010dki<\/h2>\n<p>\n\u017dal, preve\u010d odtenkov je, da bi podali bolj konkretne priporo\u010dila kot tiste, vklju\u010dene v odsek TL;DR na za\u010detku. Vendar pa je mogo\u010de izpeljati nekatere zaklju\u010dke:<\/p>\n<ul>\n<li> V nasprotju z GKE in EKS, AKS in Digital Ocean ne zara\u010dunavajo stro\u0161kov za vire upravljalnega sloja. AKS in DO sta bolj\u0161a izbira, \u010de arhitektura vklju\u010duje ve\u010d manj\u0161ih grozdov (na primer, po en grozd na <i>vsakega razvijalca<\/i> ili <i>vsakega klienta<\/i>).<\/li>\n<li> Malce manj dragi procesorski viri GKE ga naredijo bolj konkuren\u010dnega pri ve\u010djih grozdih*.<\/li>\n<li> Uporaba zamenljivih vozli\u0161\u010d ali dolgoro\u010dna vezava na vozli\u0161\u010da lahko zmanj\u0161a stro\u0161ke za ve\u010d kot 50%. <i>Opomba: Digital Ocean tak\u0161nih popustov nima.<\/i><\/li>\n<li> Stro\u0161ki za izhodni promet pri Googlu so vi\u0161ji, vendar je odlo\u010dilni dejavnik pri izra\u010dunih cena za ra\u010dunske vire (razen \u010de va\u0161 grozd ni vir pomembne koli\u010dine izhodnih podatkov).<\/li>\n<li> Izbira tipov strojev glede na zahteve delovnih obremenitev po CPU in pomnilniku bo pomagala prepre\u010diti nepotrebne stro\u0161ke za neizkori\u0161\u010dene vire.<\/li>\n<li> Digital Ocean zahteva manj za vCPU in ve\u010d za pomnilnik v primerjavi z drugimi platformami \u2014 to lahko postane odlo\u010dilni dejavnik za nekatere vrste ra\u010dunalni\u0161kih obremenitev.<\/li>\n<\/ul>\n<p>\n<i>* Opomba: v analizi se uporabljajo podatki za splo\u0161ne ra\u010dunske vozli\u0161\u010da <i>(general-purpose)<\/i>. To so n1 GCP Compute Engine instance, m5 AWS ec2, D2v3 Azure virtualni stroji in DO droplet-i s namenskim CPU. Raziskave drugih vrst virtualnih strojev (burstable, entry-level) so prav tako mo\u017ene. Na prvi pogled se zdi, da cena virtualnih strojev linearno zale\u017ei od \u0161tevila vCPU in koli\u010dine pomnilnika, vendar nisem prepri\u010dan, da bo ta domneva ostala veljavna za mo\u010dno nestandardne razmerja pomnilnik\/CPU.<\/i><\/p>\n<p>V \u010dlanku <noindex><a rel=\"nofollow\" href=\"https:\/\/www.replex.io\/blog\/the-ultimate-kubernetes-cost-guide-aws-vs-gce-vs-azure-vs-digital-ocean\">Ultimate Kubernetes Cost Guide: AWS vs GCP vs Azure vs Digital Ocean<\/a><\/noindex>, published in 2018, a reference cluster with 100 vCPU cores and 400 GB of memory was used. For comparison, my calculations show that a similar cluster on each of these platforms (for on-demand instances) will cost the following amounts:<\/p>\n<ul>\n<li> AKS: 51465 USD\/year<\/li>\n<li> EKS: 43138 USD\/year<\/li>\n<li> GKE: 30870 USD\/year<\/li>\n<li> DO: 36131 USD\/year<\/li>\n<\/ul>\n<p>\nI hope this article along with the notebook helps you evaluate the main offers of managed Kubernetes and\/or save on cloud infrastructure by taking advantage of discounts and other opportunities.<\/p>\n<h2>P.S. od prevajalca<\/h2>\n<p>\nPreberite tudi na na\u0161em blogu:<\/p>\n<ul>\n<li> \u00ab<noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/flant\/blog\/466659\/\">Overview of Kubecost for saving on Kubernetes in the cloud<\/a><\/noindex>\u00bb;<\/li>\n<li> \u00ab<noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/flant\/blog\/490356\/\">Introducing Kubernetes CCM (Cloud Controller Manager) for Yandex.Cloud<\/a><\/noindex>\u00bb;<\/li>\n<li> \u00ab<noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/flant\/blog\/455543\/\">Je priprava Kubernetes klasterja preprosta in priro\u010dna? Najavljamo addon-operator<\/a><\/noindex>\u00bb;<\/li>\n<li> \u00ab<noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/flant\/blog\/341760\/\">Infrastructure with Kubernetes as an accessible service<\/a><\/noindex>\u00bb.<\/li>\n<\/ul>\n<p>Izvor: <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 5.0.4 - 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\/sl\/blog\/administrirovanie\/sravnenie-stoimosti-na-managed-kubernetes-2020\" \/>\n\t\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.4\" 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