{"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\/hu\/blog\/administrirovanie\/sravnenie-stoimosti-na-managed-kubernetes-2020","title":{"rendered":"A Managed Kubernetes k\u00f6lts\u00e9geinek \u00f6sszehasonl\u00edt\u00e1sa (2020)","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p><i><b>Megjegyz\u00e9s ford\u00edt\u00e1s.<\/b>: Az amerikai DevOps m\u00e9rn\u00f6k, Sid Palas, <noindex><a rel=\"nofollow\" href=\"https:\/\/www.reddit.com\/r\/kubernetes\/comments\/fdgblk\/google_gke_to_introduce_management_fees_by_june\/\">a Google Cloud nemr\u00e9g bejelentett<\/a><\/noindex> \u00fajdons\u00e1g\u00e1t haszn\u00e1lva \u00f6sszehasonl\u00edtotta a Managed Kubernetes szolg\u00e1ltat\u00e1s k\u00f6lts\u00e9geit (k\u00fcl\u00f6nb\u00f6z\u0151 konfigur\u00e1ci\u00f3kban) a vil\u00e1g vezet\u0151 felh\u0151szolg\u00e1ltat\u00f3inak k\u00edn\u00e1lat\u00e1val. Munk\u00e1j\u00e1nak tov\u00e1bbi el\u0151nye volt a megfelel\u0151 Jupyter Notebook k\u00f6zz\u00e9t\u00e9tele, amely lehet\u0151v\u00e9 teszi (minim\u00e1lis Python tud\u00e1s birtok\u00e1ban) a sz\u00e1m\u00edt\u00e1sok saj\u00e1t sz\u00fcks\u00e9gletekhez val\u00f3 korrekci\u00f3j\u00e1t.<\/i><\/p>\n<p><b>R\u00f6viden \u00f6sszefoglalva<\/b>: Az Azure \u00e9s a Digital Ocean nem sz\u00e1m\u00edtanak fel d\u00edjat a vez\u00e9rl\u0151 r\u00e9teg (control plane) sz\u00e1m\u00edt\u00e1si er\u0151forr\u00e1sai\u00e9rt, ami alkalmass\u00e1 teszi \u0151ket sz\u00e1mos kis klaszter telep\u00edt\u00e9s\u00e9re. N\u00e9h\u00e1ny nagy klaszter elind\u00edt\u00e1s\u00e1hoz a GKE a legoptim\u00e1lisabb megold\u00e1s. Ezenk\u00edv\u00fcl jelent\u0151sen cs\u00f6kkenthet\u0151k a k\u00f6lts\u00e9gek, ha sp\u00f3rol\u00f3s\/lev\u00e1lthat\u00f3\/alacsony priorit\u00e1s\u00fa csom\u00f3pontokat haszn\u00e1lunk, vagy \u201ehossz\u00fa t\u00e1v\u00fa\u201d haszn\u00e1latot v\u00e1llalunk azonos csom\u00f3pontok eset\u00e9n (ez minden platformra vonatkozik).<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<p><img decoding=\"async\" alt=\"A Managed Kubernetes k\u00f6lts\u00e9geinek \u00f6sszehasonl\u00edt\u00e1sa (2020)\" src=\"\/wp-content\/uploads\/2020\/03\/6c67dad749abb484670a9c81402e29cf.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>A klaszter m\u00e9rete (a worker\u00f6k sz\u00e1ma)<\/i><\/p>\n<h2>\u00c1ttekint\u00e9s<\/h2>\n<p>\n<noindex><a rel=\"nofollow\" href=\"https:\/\/news.ycombinator.com\/item?id=22485625\">A Google Cloud nemr\u00e9giben bejelentette<\/a><\/noindex> hogy \u00f3r\u00e1nk\u00e9nt 10 centet kezdenek el felsz\u00e1molni minden GKE klaszter m\u0171k\u00f6d\u00e9s\u00e9\u00e9rt, ami arra \u00f6szt\u00f6nz\u00f6tt, hogy elemezzem az alapvet\u0151 aj\u00e1nlatok \u00e1rait a menedzselt Kubernetes ter\u00fclet\u00e9n.<\/p>\n<p><img decoding=\"async\" alt=\"A Managed Kubernetes k\u00f6lts\u00e9geinek \u00f6sszehasonl\u00edt\u00e1sa (2020)\" src=\"\/wp-content\/uploads\/2020\/03\/f29c0186fa345bbee7c2105a70845a51.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Ez a bejelent\u00e9s sokakat nagyon elszomor\u00edtott...<\/i><\/p>\n<p>A cikk f\u0151szerepl\u0151i:<\/p>\n<ul>\n<li> Google Kubernetes Engine (GCP) \u2013 <noindex><a rel=\"nofollow\" href=\"https:\/\/cloud.google.com\/products\/calculator\">\u00e1rkalkul\u00e1tor<\/a><\/noindex>;<\/li>\n<li> Elastic Kubernetes Service (AWS) \u2013 <noindex><a rel=\"nofollow\" href=\"https:\/\/calculator.s3.amazonaws.com\/index.html\">\u00e1rkalkul\u00e1tor<\/a><\/noindex>;<\/li>\n<li> Azure Kubernetes Service (Azure) \u2013 <noindex><a rel=\"nofollow\" href=\"https:\/\/azure.microsoft.com\/en-us\/pricing\/calculator\/\">\u00e1rkalkul\u00e1tor<\/a><\/noindex>;<\/li>\n<li> Kubernetes a Digital Ocean-on \u2013 <noindex><a rel=\"nofollow\" href=\"https:\/\/www.digitalocean.com\/pricing\/\">\u00e1raz\u00e1si oldal<\/a><\/noindex>.<\/li>\n<\/ul>\n<p><\/p>\n<h2>K\u00f6lts\u00e9gmegoszl\u00e1s<\/h2>\n<p>\nA Kubernetes haszn\u00e1lat\u00e1ra vonatkoz\u00f3 \u00f6sszk\u00f6lts\u00e9gek minden egyes platformon a k\u00f6vetkez\u0151 elemekb\u0151l tev\u0151dnek \u00f6ssze:<\/p>\n<ul>\n<li> Klaszterkezel\u00e9si d\u00edj;<\/li>\n<li> Terhel\u00e9seloszt\u00e1s (Ingress eset\u00e9n);<\/li>\n<li> A worker\u00f6k sz\u00e1m\u00edt\u00e1si er\u0151forr\u00e1sai (vCPU \u00e9s mem\u00f3ria);<\/li>\n<li> Egress forgalom;<\/li>\n<li> \u00c1lland\u00f3 t\u00e1rol\u00e1s;<\/li>\n<li> Adatok feldolgoz\u00e1sa a terhel\u00e9seloszt\u00f3 \u00e1ltal.<\/li>\n<\/ul>\n<p>\nEzen k\u00edv\u00fcl a felh\u0151szolg\u00e1ltat\u00f3k jelent\u0151s kedvezm\u00e9nyeket k\u00edn\u00e1lnak, ha az \u00fcgyf\u00e9l szeretn\u00e9\/tudja haszn\u00e1lni a lev\u00e1lthat\u00f3, <noindex><a rel=\"nofollow\" href=\"https:\/\/aws.amazon.com\/ru\/ec2\/spot\/\">sp\u00f3rol\u00f3s<\/a><\/noindex> vagy alacsony priorit\u00e1s\u00fa csom\u00f3pontokat, vagy v\u00e1llalja az azonos csom\u00f3pontok haszn\u00e1lat\u00e1t 1-3 \u00e9vig.<\/p>\n<p>Fontos hangs\u00falyozni, hogy b\u00e1r a k\u00f6lts\u00e9gek j\u00f3 alapot adnak a szolg\u00e1ltat\u00f3k \u00f6sszehasonl\u00edt\u00e1s\u00e1hoz \u00e9s \u00e9rt\u00e9kel\u00e9s\u00e9hez, m\u00e1s t\u00e9nyez\u0151ket is figyelembe kell venni:<\/p>\n<ul>\n<li> \u00dczemid\u0151 (Szolg\u00e1ltat\u00e1si Szint Meg\u00e1llapod\u00e1s);<\/li>\n<li> A felh\u0151 \u00f6kosziszt\u00e8ma;<\/li>\n<li> A K8s el\u00e9rhet\u0151 verzi\u00f3i;<\/li>\n<li> A dokument\u00e1ci\u00f3\/min\u0151s\u00e9gi eszk\u00f6zk\u00e9szletek sz\u00ednvonala.<\/li>\n<\/ul>\n<p>\nEzek a t\u00e9nyez\u0151k azonban t\u00fall\u00e9pnek a jelen cikken\/kutat\u00e1son. A <noindex><a rel=\"nofollow\" href=\"https:\/\/www.stackrox.com\/post\/2020\/02\/eks-vs-gke-vs-aks\/\">StackRox febru\u00e1ri blogbejegyz\u00e9s\u00e9ben<\/a><\/noindex> A non-price factors for EKS, AKS, and GKE is examined in detail.<\/p>\n<h2>Jupyter Notebook<\/h2>\n<p>\nTo simplify the search for the most advantageous solution, I developed <noindex><a rel=\"nofollow\" href=\"https:\/\/en.wikipedia.org\/wiki\/Project_Jupyter#Jupyter_Notebook\">the Jupyter Notebook<\/a><\/noindex>, integrating plotly + ipywidgets. It allows comparing provider offers for different cluster sizes and service sets.<\/p>\n<p>You can practice with the live version of the notebook in 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=\"A Managed Kubernetes k\u00f6lts\u00e9geinek \u00f6sszehasonl\u00edt\u00e1sa (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 on mybinder.org<\/a><\/noindex><\/i><\/p>\n<p>K\u00e9rlek, jelezd, ha a sz\u00e1m\u00edt\u00e1sok vagy az eredeti \u00e1raj\u00e1nlatok t\u00e9vesek (ezt megteheted egy issue vagy pull request seg\u00edts\u00e9g\u00e9vel a GitHub-on \u2014 <noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/sidpalas\/managed-kubernetes-pricing\/\">here is the repository<\/a><\/noindex>).<\/p>\n<h2>K\u00f6vetkeztet\u00e9sek<\/h2>\n<p>\nUnfortunately, there are too many nuances to provide more specific recommendations than those included in the TL;DR paragraph at the very beginning. However, some conclusions can still be drawn:<\/p>\n<ul>\n<li> Unlike GKE and EKS, AKS and Digital Ocean do not charge for the resources of the control plane. AKS and DO are more advantageous if the architecture includes many small clusters (for example, one cluster per <i>each developer<\/i> vagy <i>each client<\/i>).<\/li>\n<li> Slightly less expensive computing resources of GKE make it more advantageous as cluster sizes increase*.<\/li>\n<li> Using spot nodes or long-term node binding can reduce costs by more than 50%. <i>Note: Digital Ocean does not have such discounts.<\/i><\/li>\n<li> The outgoing traffic fee in Google is higher, but the determining factor in the calculations is the cost of computing resources (unless your cluster is a source of significant outgoing data volumes).<\/li>\n<li> Choosing machine types according to CPU and memory workload needs will help avoid extra charges for unutilized resources.<\/li>\n<li> Digital Ocean charges less for vCPU and more for memory compared to other platforms - this may be a decisive factor for certain types of computing workloads.<\/li>\n<\/ul>\n<p>\n<i>* Note: the analysis uses data for general-purpose computing nodes <i>(general-purpose)<\/i>. Ezek az n1 GCP Compute Engine p\u00e9ld\u00e1nyok, m5 AWS ec2, D2v3 Azure virtu\u00e1lis g\u00e9pek \u00e9s DO droplet-ek dedik\u00e1lt CPU-kkal. Ezen k\u00edv\u00fcl m\u00e1s t\u00edpus\u00fa virtu\u00e1lis g\u00e9pek (burstable, entry-level) k\u00f6z\u00f6tt is lehet kutatni. Els\u0151 r\u00e1n\u00e9z\u00e9sre a virtu\u00e1lis g\u00e9pek k\u00f6lts\u00e9ge line\u00e1risan f\u00fcgg a vCPU sz\u00e1m\u00e1t\u00f3l \u00e9s a mem\u00f3ria mennyis\u00e9g\u00e9t\u0151l, de nem vagyok biztos benne, hogy ez a felt\u00e9telez\u00e9s igaz marad a nagyon nem standard mem\u00f3ria\/CPU ar\u00e1nyok eset\u00e9n.<\/i><\/p>\n<p>A cikkben <noindex><a rel=\"nofollow\" href=\"https:\/\/www.replex.io\/blog\/the-ultimate-kubernetes-cost-guide-aws-vs-gce-vs-azure-vs-digital-ocean\">The Ultimate Kubernetes Cost Guide: AWS vs GCP vs Azure vs Digital Ocean<\/a><\/noindex>, 2018-ban k\u00f6zz\u00e9tett, 100 vCPU maggal \u00e9s 400 GB mem\u00f3ri\u00e1val rendelkez\u0151 referencia klasztert haszn\u00e1ltak. \u00d6sszehasonl\u00edt\u00e1sk\u00e9ppen, sz\u00e1m\u00edt\u00e1saim szerint egy hasonl\u00f3 klaszter ezen platformok b\u00e1rmelyik\u00e9n (ig\u00e9ny szerinti p\u00e9ld\u00e1nyokhoz) a k\u00f6vetkez\u0151 \u00f6sszegbe ker\u00fclne:<\/p>\n<ul>\n<li> AKS: 51465 USD\/\u00e9v<\/li>\n<li> EKS: 43138 USD\/\u00e9v<\/li>\n<li> GKE: 30870 USD\/\u00e9v<\/li>\n<li> DO: 36131 USD\/\u00e9v<\/li>\n<\/ul>\n<p>\nRem\u00e9lem, hogy a cikk \u00e9s a jegyzet seg\u00edtenek \u00d6nnek \u00e9rt\u00e9kelni a managed Kubernetes alapvet\u0151 aj\u00e1nlatait, \u00e9s\/vagy p\u00e9nzt sp\u00f3rolni a felh\u0151infrastrukt\u00far\u00e1n, kihaszn\u00e1lva a kedvezm\u00e9nyeket \u00e9s egy\u00e9b lehet\u0151s\u00e9geket.<\/p>\n<h2>Fejleszt\u00e9si eszk\u00f6z\u00f6k, amelyek Kubernetesben futnak<\/h2>\n<p>\nOlvasson tov\u00e1bbi inform\u00e1ci\u00f3kat a blogunkban:<\/p>\n<ul>\n<li> \u00ab<noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/flant\/blog\/466659\/\">A Kubecost \u00e1ttekint\u00e9se a Kubernetes k\u00f6lts\u00e9gmegtakar\u00edt\u00e1s\u00e1hoz felh\u0151ben<\/a><\/noindex>\u00bb;<\/li>\n<li> \u00ab<noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/flant\/blog\/490356\/\">Bemutatjuk a Kubernetes CCM (Cloud Controller Manager) megold\u00e1st a Yandex.Cloud sz\u00e1m\u00e1ra<\/a><\/noindex>\u00bb;<\/li>\n<li> \u00ab<noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/flant\/blog\/455543\/\">A Kubernetes klaszter el\u0151k\u00e9sz\u00edt\u00e9se egyszer\u0171 \u00e9s k\u00e9nyelmes? Bejelentj\u00fck az addon-oper\u00e1tort<\/a><\/noindex>\u00bb;<\/li>\n<li> \u00ab<noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/flant\/blog\/341760\/\">Kubernetes mint el\u00e9rhet\u0151 szolg\u00e1ltat\u00e1s<\/a><\/noindex>\u00bb.<\/li>\n<\/ul>\n<p>Forr\u00e1s: <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\/hu\/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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