{"id":38112,"date":"2019-10-31T22:21:44","date_gmt":"2019-10-31T19:21:44","guid":{"rendered":"https:\/\/prohoster.info\/blog\/obzor-kubecost-dlya-ekonomii-sredstv-na-kubernetes-v-oblakah\/"},"modified":"2019-10-31T22:21:44","modified_gmt":"2019-10-31T19:21:44","slug":"obzor-kubecost-dlya-ekonomii-sredstv-na-kubernetes-v-oblakah","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/administrirovanie\/obzor-kubecost-dlya-ekonomii-sredstv-na-kubernetes-v-oblakah","title":{"rendered":"P\u00ebrmbledhje e Kubecost p\u00ebr kursimin e fondeve n\u00eb Kubernetes n\u00eb cloud","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p><img decoding=\"async\" alt=\"P\u00ebrmbledhje e Kubecost p\u00ebr kursimin e fondeve n\u00eb Kubernetes n\u00eb cloud\" src=\"\/wp-content\/uploads\/2019\/09\/410170787ccdee028c1b918561f15ee0.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nAktualisht, gjithnj\u00eb e m\u00eb shum\u00eb kompani po transferojn\u00eb infrastruktur\u00ebn e tyre nga server\u00ebt fizik\u00eb dhe virtual\u00ebt e pronarit n\u00eb cloud. Ky zgjidhje \u00ebsht\u00eb e leht\u00eb p\u00ebr t'u shpjeguar: nuk ka nevoj\u00eb t\u00eb shqet\u00ebsoheni p\u00ebr harduerin, klasteri konfigurrohet leht\u00ebsisht n\u00eb shum\u00eb m\u00ebnyra\u2026 dhe m\u00eb e r\u00ebnd\u00ebsishmja \u2014 teknologjit\u00eb ekzistuese (si Kubernetes) lejojn\u00eb thjesht t\u00eb shkall\u00ebzoni fuqit\u00eb llogarit\u00ebse sipas ngarkes\u00ebs.<\/p>\n<p>Aspekti financiar gjithmon\u00eb ka r\u00ebnd\u00ebsi. Instrumenti q\u00eb do t\u00eb diskutohet n\u00eb k\u00ebt\u00eb artikull ka p\u00ebr q\u00ebllim t\u00eb ndihmoj\u00eb n\u00eb reduktimin e buxheteve kur p\u00ebrdoret infrastruktura cloud me Kubernetes.<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<h2>Hyrje<\/h2>\n<p>\n<noindex><a rel=\"nofollow\" href=\"https:\/\/kubecost.com\/\">Kubecost<\/a><\/noindex> \u2014 nj\u00eb startup n\u00eb Kaliforni nga ish-punonj\u00ebs t\u00eb Google, q\u00eb krijon nj\u00eb zgjidhje p\u00ebr llogaritjen e shpenzimeve p\u00ebr infrastruktur\u00ebn n\u00eb sh\u00ebrbimet cloud (brenda klasterit Kubernetes + burimet e p\u00ebrbashk\u00ebta), duke identifikuar ngushticat n\u00eb konfigurimet e klasterit dhe duke d\u00ebrguar njoftime p\u00ebrkat\u00ebse n\u00eb Slack.<\/p>\n<p>Kemi klient\u00eb me Kubernetes n\u00eb platformat e njohura t\u00eb server\u00ebve t\u00eb rinj si AWS dhe GCP, si dhe n\u00eb m\u00eb t\u00eb rar\u00ebn p\u00ebr komunitetin Linux, Azure \u2014 n\u00eb p\u00ebrgjith\u00ebsi, n\u00eb t\u00eb gjitha platformat q\u00eb p\u00ebrkrahen nga Kubecost. P\u00ebr disa prej tyre, ne llogarisim kostot p\u00ebr sh\u00ebrbimet brenda klaster\u00ebve vet\u00eb (me nj\u00eb metodologji t\u00eb ngjashme me at\u00eb t\u00eb Kubecost), si dhe ndjekim shpenzimet p\u00ebr infrastruktur\u00ebn dhe p\u00ebrpiqemi t'i optimizojm\u00eb ato. Prandaj, \u00ebsht\u00eb e arsyeshme q\u00eb na interesonte mund\u00ebsia p\u00ebr t\u00eb automatizuar k\u00ebto detyra.<\/p>\n<p>Kodi burimor i modulit kryesor t\u00eb Kubecost \u00ebsht\u00eb i hapur sipas kushteve t\u00eb licenc\u00ebs Open Source (Apache License 2.0). Ai mund t\u00eb p\u00ebrdoret lirsh\u00ebm, dhe funksionalitetet e disponueshme duhet t\u00eb jen\u00eb t\u00eb mjaftueshme p\u00ebr projekte t\u00eb vogla. Megjithat\u00eb, biznesi \u00ebsht\u00eb biznes: pjesa tjet\u00ebr e produktit \u00ebsht\u00eb e mbyllur, dhe mund t\u00eb shfryt\u00ebzohet me <noindex><a rel=\"nofollow\" href=\"https:\/\/kubecost.com\/pricing\">abonime pagesash<\/a><\/noindex>, t\u00eb cilat gjithashtu p\u00ebrfshijn\u00eb mb\u00ebshtetje komerciale. P\u00ebr m\u00eb tep\u00ebr, autor\u00ebt ofrojn\u00eb nj\u00eb licenc\u00eb falas p\u00ebr klaster\u00ebt e vegj\u00ebl (1 klaster me 10 node \u2014 gjat\u00eb koh\u00ebs q\u00eb po shkruhej ky artikull, ky kufizim u zgjeroa n\u00eb 20 node) ose nj\u00eb periudh\u00eb provuese me mund\u00ebsi t\u00eb plota p\u00ebr 1 muaj.<\/p>\n<h2>Si funksionon gjith\u00e7ka<\/h2>\n<p>\nPra, pjesa kryesore e Kubecost \u00ebsht\u00eb nj\u00eb aplikacion <noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/kubecost\/cost-model\"><b>modeli i kostos<\/b><\/a><\/noindex>, shkruar n\u00eb Go. Helm chart-i, q\u00eb p\u00ebrshkruan t\u00ebr\u00eb sistemin, quhet <noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/kubecost\/cost-analyzer\"><b>cost-analyzer<\/b><\/a><\/noindex> dhe n\u00eb thelb \u00ebsht\u00eb nj\u00eb paket\u00eb nga cost-model me Prometheus, Grafana dhe disa dashboard-e.<\/p>\n<p>N\u00eb fakt, cost-model ka nj\u00eb nd\u00ebrfaqe web, e cila tregon grafik\u00ebt dhe statistik\u00ebn e detajuar mbi shpenzimet n\u00eb form\u00ebn e tabel\u00ebs, si dhe, sigurisht, k\u00ebshilla p\u00ebr optimizimin e kostove. Dashboard-et e paraqitura n\u00eb Grafana jan\u00eb nj\u00eb faz\u00eb m\u00eb e hershme e zhvillimit t\u00eb Kubecost dhe p\u00ebrmbajn\u00eb n\u00eb mas\u00eb t\u00eb madhe t\u00eb nj\u00ebjtat t\u00eb dh\u00ebna si cost-model, duke i plot\u00ebsuar ato me statistikat e zakonshme mbi shpenzimin e CPU\/memories\/rethit\/hap\u00ebsir\u00ebs n\u00eb disk n\u00eb klaster dhe p\u00ebrb\u00ebr\u00ebsit e tij.<\/p>\n<p>Si funksionon Kubecost?<\/p>\n<ul>\n<li> Cost-model p\u00ebrdor API t\u00eb ofruesve t\u00eb cloud-it p\u00ebr t\u00eb marr\u00eb \u00e7mimet e sh\u00ebrbimit.<\/li>\n<li> Pastaj, n\u00eb p\u00ebrputhje me tipin e harduerit t\u00eb nodit dhe rajonin, llogaritet kostoja p\u00ebr nodet.<\/li>\n<li> N\u00eb baz\u00eb t\u00eb kostos s\u00eb funksionimit t\u00eb nod\u00ebve, \u00e7do pod fundor merr nj\u00eb kosto p\u00ebr or\u00eb p\u00ebrdorimi t\u00eb CPU, konsumimin e nj\u00eb gigabaiti t\u00eb memories dhe kostos s\u00eb or\u00ebs p\u00ebr ruajtjen e nj\u00eb gigabaiti t\u00eb dh\u00ebnash \u2014 n\u00eb var\u00ebsi t\u00eb nodit n\u00eb t\u00eb cilin ai ka punuar ose klas\u00ebs s\u00eb ruajtjes.<\/li>\n<li> Duke u bazuar n\u00eb kostot e pun\u00ebs s\u00eb pod-ve t\u00eb ve\u00e7anta, konsiderohet pagesa sipas hap\u00ebsirave t\u00eb emrit, sh\u00ebrbimeve, Deployment-ve dhe StatefulSet-ve.<\/li>\n<li> P\u00ebr llogaritjen e statistikave p\u00ebrdoren metrikat e ofruara nga kube-state-metrics dhe node-exporter.<\/li>\n<\/ul>\n<p>\n\u00cbsht\u00eb e r\u00ebnd\u00ebsishme t\u00eb merret parasysh q\u00eb Kubecost <b>n\u00eb m\u00ebnyr\u00eb t\u00eb paracaktuar llogarit vet\u00ebm burimet q\u00eb jan\u00eb t\u00eb disponueshme n\u00eb Kubernetes<\/b>. Databazat e jashtme, server\u00ebt e GitLab, depozitat S3 dhe sh\u00ebrbime t\u00eb tjera, t\u00eb cilat nuk ndodhen n\u00eb klaster (pavar\u00ebsisht se ndodhen n\u00eb t\u00eb nj\u00ebjtin cloud), nuk i shohin. Megjithat\u00eb, p\u00ebr GCP dhe AWS mund t\u00eb shtohen \u00e7el\u00ebsat e llogarive t\u00eb sh\u00ebrbimit dhe t\u00eb llogariten gjith\u00e7ka s\u00eb bashku.<\/p>\n<h2>Instalimi<\/h2>\n<p>\nP\u00ebr funksionimin e Kubecost k\u00ebrkohen:<\/p>\n<ul>\n<li> Kubernetes version 1.8 dhe m\u00eb lart;<\/li>\n<li> kube-state-metrics;<\/li>\n<li> Prometheus;<\/li>\n<li> node-exporter.<\/li>\n<\/ul>\n<p>\nKa ndodhur q\u00eb n\u00eb klaster\u00ebt tan\u00eb t\u00eb gjitha k\u00ebto kushte jan\u00eb p\u00ebrmbushur m\u00eb par\u00eb, prandaj ishte e mjaftueshme vet\u00ebm t\u00eb p\u00ebrcaktohej endpoint-i i sakt\u00eb p\u00ebr aksesin n\u00eb Prometheus. Megjithat\u00eb, chart-i zyrtar Helm i kubecost p\u00ebrmban gjith\u00e7ka t\u00eb nevojshme p\u00ebr t\u00eb nisur dhe n\u00eb nj\u00eb klaster \"t\u00eb zbraz\u00ebt\".<\/p>\n<p>Kubecost mund t\u00eb installohet n\u00eb disa m\u00ebnyra: <\/p>\n<ol>\n<li> M\u00ebnyra standarde e instalimit, e p\u00ebrshkruar n\u00eb <noindex><a rel=\"nofollow\" href=\"https:\/\/kubecost.com\/install?ref=home\">udh\u00ebzues<\/a><\/noindex> n\u00eb faqen e zhvilluesit. Duhet <b>t\u00eb shtoni n\u00eb Helm repositorin cost-analyzer, pas t\u00eb cilit instalohet chart-i.<\/b>. Duhet vet\u00ebm t\u00eb kaloni portin dhe t\u00eb p\u00ebrshtatni cil\u00ebsimet duke dore n\u00eb gjendjen e d\u00ebshiruar manualisht (p\u00ebrmes kubectl) dhe\/apo me ndihm\u00ebn e nd\u00ebrfaqes n\u00eb internet cost-model.\n<p>Ky metod\u00eb nuk e kemi provuar akoma, pasi nuk p\u00ebrdorim konfigurime t\u00eb gatshme nga jasht\u00eb, megjithat\u00eb duket si nj\u00eb opsion i shk\u00eblqyer p\u00ebr \"ta provoni p\u00ebr vete\". N\u00ebse keni tashm\u00eb t\u00eb instaluar disa komponent\u00eb t\u00eb sistemit ose d\u00ebshironi nj\u00eb konfigurim m\u00eb t\u00eb holl\u00ebsish\u00ebm, \u00ebsht\u00eb m\u00eb mir\u00eb t\u00eb shqyrtoni rrug\u00ebn e dyt\u00eb.\n<\/li>\n<li> T\u00eb p\u00ebrdorim n\u00eb thelb <b><noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/kubecost\/cost-analyzer-helm-chart\">t\u00eb nj\u00ebjtin chart<\/a><\/noindex>, por ta konfigurojm\u00eb dhe ta instalojm\u00eb vet\u00eb<\/b> n\u00eb \u00e7do m\u00ebnyr\u00eb t\u00eb p\u00ebrshtatshme.\n<p>Si\u00e7 u p\u00ebrmend m\u00eb par\u00eb, p\u00ebrve\u00e7 vet\u00eb kubecost-it, ky chart p\u00ebrmban chartet e Grafana dhe Prometheus, t\u00eb cilat gjithashtu mund t\u00eb konfigurohen sipas d\u00ebshir\u00ebs tuaj.<\/p>\n<p>N\u00eb chartin <code>values.yaml<\/code> p\u00ebr cost-analyzer lejon t\u00eb konfiguroni:<\/p>\n<ul>\n<li> list\u00ebn e komponent\u00ebve t\u00eb cost-analyzer q\u00eb duhen vendosur;<\/li>\n<li> endpoint-in tuaj p\u00ebr Prometheus (n\u00ebse e keni tashm\u00eb);<\/li>\n<li> domainet dhe cil\u00ebsimet e tjera t\u00eb ingress-\u00ebve p\u00ebr cost-model dhe Grafana;<\/li>\n<li> annotimet p\u00ebr pod-et;<\/li>\n<li> nevoj\u00ebn p\u00ebr p\u00ebrdorimin e magazinave t\u00eb q\u00ebndrueshme dhe madh\u00ebsin\u00eb e tyre.<\/li>\n<\/ul>\n<p>\nLista e plot\u00eb e opsioneve t\u00eb disponueshme p\u00ebr konfigurim me p\u00ebrshkrime \u00ebsht\u00eb n\u00eb <noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/kubecost\/cost-analyzer-helm-chart\">dokumentacion<\/a><\/noindex>.<\/p>\n<p>Duke kubecost n\u00eb variantin baz\u00eb nuk di t\u00eb kufizoj\u00eb qasje, do t\u00eb nevojitet t\u00eb konfiguroni menj\u00ebher\u00eb basic-auth p\u00ebr panelin web.\n<\/li>\n<li> Instalo <b>vet\u00ebm b\u00ebrtham\u00ebn e sistemit<\/b> \u2014 cost-model. P\u00ebr k\u00ebt\u00eb, duhet t\u00eb keni Prometheus t\u00eb instaluar n\u00eb klaster dhe t\u00eb specifikoni adres\u00ebn e tij p\u00ebrkat\u00ebse n\u00eb variabl\u00ebn <code>prometheusEndpoint<\/code> p\u00ebr Helm. Pas k\u00ebsaj \u2014 aplikoni <noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/kubecost\/cost-model\/tree\/master\/kubernetes\">grupin e konfigurations YAML<\/a><\/noindex> n\u00eb klaster.\n<p>S\u00ebrish, do t\u00eb duhet t\u00eb shtoni manualisht Ingress me basic-auth. Dhe p\u00ebrfundimisht, do t\u00eb duhet t\u00eb shtoni nj\u00eb seksion p\u00ebr grumbullimin e metrikave cost-model n\u00eb <code>extraScrapeConfigs<\/code> n\u00eb konfigurimin e Prometheus:<\/p>\n<pre><code class=\"plaintext\">- job_name: kubecost\n  honor_labels: true\n  scrape_interval: 1m\n  scrape_timeout: 10s\n  metrics_path: \/metrics\n  scheme: http\n  dns_sd_configs:\n  - names:\n    - \n    type: 'A'\n    port: 9003<\/code><\/pre>\n<\/li>\n<\/ol>\n<p><\/p>\n<h2>\u00c7far\u00eb marrim?<\/h2>\n<p>\nMe nj\u00eb instalim t\u00eb plot\u00eb, ne kemi n\u00eb dispozicion panelin web kubecost dhe Grafana me nj\u00eb grup dashboard-esh.<\/p>\n<p><b>Kosto totale<\/b>, e shfaqur n\u00eb ekranin kryesor, t\u00eb v\u00ebrtet\u00eb tregon kostot e llogaritura t\u00eb burimeve p\u00ebr muajin. Kjo <i>\u00ebsht\u00eb e parashikuar<\/i> \u00e7mimi, q\u00eb tregon koston e p\u00ebrdorimit t\u00eb klasterit (n\u00eb muaj) n\u00eb nivelin aktual t\u00eb konsumit t\u00eb burimeve.<\/p>\n<p>Kjo metrik\u00eb \u00ebsht\u00eb m\u00eb shum\u00eb p\u00ebr analizimin e shpenzimeve dhe optimizimin e tyre. Shpenzimet totale p\u00ebr nj\u00eb korrik abstrakt n\u00eb kubecost nuk jan\u00eb shum\u00eb t\u00eb lehta p\u00ebr t'u par\u00eb: p\u00ebr k\u00ebt\u00eb do t\u00eb duhet <b>t\u00eb shikoni n\u00eb faturimin<\/b>. Megjithat\u00eb, mund t\u00eb shikoni shpenzimet e ndara sipas emrave t\u00eb hap\u00ebsirave, etiketave, pod\u2019ave p\u00ebr 1\/2\/7\/30\/90 dit\u00eb, gj\u00eb q\u00eb faturimi nuk do t'ju tregoj\u00eb kurr\u00eb.<\/p>\n<p><img decoding=\"async\" alt=\"P\u00ebrmbledhje e Kubecost p\u00ebr kursimin e fondeve n\u00eb Kubernetes n\u00eb cloud\" src=\"\/wp-content\/uploads\/2019\/09\/45db0df267d17e2814003580d87b4048.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nDhe pak p\u00ebr <b>etiketat<\/b>. \u00cbsht\u00eb mir\u00eb q\u00eb t\u00eb shkoni menj\u00ebher\u00eb n\u00eb cil\u00ebsimet dhe t\u00eb vendosni emrat e etiketa, t\u00eb cilat do t\u00eb p\u00ebrdoren si kategori shtes\u00eb p\u00ebr grupimin e shpenzimeve:<\/p>\n<p><img decoding=\"async\" alt=\"P\u00ebrmbledhje e Kubecost p\u00ebr kursimin e fondeve n\u00eb Kubernetes n\u00eb cloud\" src=\"\/wp-content\/uploads\/2019\/09\/d953f8c6205495e43343e97977431ba6.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nMund t\u00eb vendosni \u00e7do etikete mbi to \u2014 e p\u00ebrshtatshme, n\u00ebse keni nj\u00eb sistem t\u00eb vetin t\u00eb etiketimit.<\/p>\n<p>Gjithashtu atje mund t\u00eb ndryshoni adres\u00ebn e endpoint-it t\u00eb API, me t\u00eb cilin lidhet modeli i kostos, t\u00eb rregulloni madh\u00ebsin\u00eb e zbritjes n\u00eb GCP dhe t\u00eb vendosni \u00e7mim t\u00eb personalizuar p\u00ebr burimet dhe valut\u00ebn p\u00ebr matjen e tyre (kjo funksion nuk ndikon ndonj\u00ebher\u00eb n\u00eb kostot totale).<\/p>\n<p>Kubecost di t\u00eb tregoj\u00eb <b>problemet n\u00eb klaster<\/b> (edhe t\u00eb paralajm\u00ebroj\u00eb n\u00eb rast rreziku). Fatkeq\u00ebsisht, opsioni nuk \u00ebsht\u00eb i konfiguruar, prandaj \u2014 n\u00ebse keni mjedise p\u00ebr zhvilluesit dhe ato p\u00ebrdoren, do t\u00eb mund t\u00eb observoni vazhdimisht di\u00e7ka t\u00eb till\u00eb:<\/p>\n<p><img decoding=\"async\" alt=\"P\u00ebrmbledhje e Kubecost p\u00ebr kursimin e fondeve n\u00eb Kubernetes n\u00eb cloud\" src=\"\/wp-content\/uploads\/2019\/09\/729af727faeb10d1ad0384fb4de121f7.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nNj\u00eb instrument i r\u00ebnd\u00ebsish\u00ebm \u2014 <b>Kursimet e Klasterit<\/b>. Ai mat p\u00ebr aktiviteten e pod'ave (konsumet e burimeve, p\u00ebrfshir\u00eb edhe ato rrjetore), si dhe llogarit se sa para dhe n\u00eb \u00e7far\u00eb m\u00ebnyre mund t\u00eb kursehet.<\/p>\n<p>Mund t\u00eb duket se k\u00ebshillat p\u00ebr optimizim jan\u00eb mjaft t\u00eb qarta, megjithat\u00eb, p\u00ebrvoja tregon se gjithsesi ka gj\u00ebra p\u00ebr t'u shqyrtuar. Ve\u00e7an\u00ebrisht, ndjek aktivitetin rrjetor t\u00eb pod'ave (Kubecost sugjeron t\u00eb kushtohet v\u00ebmendje atyre q\u00eb jan\u00eb joaktiv\u00eb), krahasohet k\u00ebrkesa dhe konsumi real i memories dhe CPU-s\u00eb, si dhe CPU-ja q\u00eb p\u00ebrdoren nga nodet e klasterit (propozohet t\u00eb shkrumbohen disa node n\u00eb nj\u00eb), ngarkesa e disqeve dhe disa parametra t\u00eb tjer\u00eb.<\/p>\n<p>Ashtu si n\u00eb \u00e7do rast q\u00eb ka t\u00eb b\u00ebj\u00eb me optimizimin, optimizimi i burimeve mbi t\u00eb dh\u00ebnat e Kubecost duhet <b>t\u00eb shihet me kujdes<\/b>. P\u00ebr shembull, Cluster Savings propozon t\u00eb fshihen nodet, duke pretendur se \u00ebsht\u00eb e sigurt, megjithat\u00eb nuk merr parasysh pranin\u00eb e node-selector'ave dhe taint'ave t\u00eb vendosur mbi to, t\u00eb cilat nuk jan\u00eb t\u00eb pranishme n\u00eb nodet e tjera. Madje, edhe autor\u00ebt e produktit n\u00eb artikullin e tyre t\u00eb <noindex><a rel=\"nofollow\" href=\"http:\/\/blog.kubecost.com\/blog\/cost-monitoring\/\">fundit<\/a><\/noindex> (p\u00ebr rastin, kjo mund t\u00eb jet\u00eb shum\u00eb e dobishme p\u00ebr ata q\u00eb jan\u00eb t\u00eb interesuar p\u00ebr tem\u00ebn e projektit) rekomandohet q\u00eb t\u00eb mos hidhen menj\u00ebher\u00eb n\u00eb optimizimin e shpenzimeve, por t\u00eb afrohen me mend dhe me kujdes.<\/p>\n<h2>P\u00ebrfundimet<\/h2>\n<p>\nPas nj\u00eb muaji p\u00ebrdorimi t\u00eb kubecost n\u00eb disa projekte, mund t\u00eb p\u00ebrfundojm\u00eb se ky \u00ebsht\u00eb nj\u00eb mjet interesant (dhe i leht\u00eb p\u00ebr t'u zot\u00ebruar dhe instaluar) p\u00ebr analizimin dhe optimizimin e shpenzimeve p\u00ebr sh\u00ebrbimet e ofruesve t\u00eb cloud, t\u00eb cilat p\u00ebrdoren p\u00ebr klasterat Kubernetes. Llogarit\u00eb delikan si shum\u00eb t\u00eb sakta: n\u00eb eksperimentet tona, ato p\u00ebrputheshin me at\u00eb q\u00eb realisht k\u00ebrkonin ofruesit.<\/p>\n<p>Nuk munguan edhe disavantazhet: ka disa bugs q\u00eb nuk jan\u00eb kritik\u00eb, dhe funksionalitetet n\u00eb disa raste nuk mbulojn\u00eb nevojat specifike t\u00eb disa projekteve. Megjithat\u00eb, n\u00ebse duhet t\u00eb kuptoni shpejt se ku shkojn\u00eb parat\u00eb dhe \u00e7far\u00eb mund t\u00eb \"prishni\" p\u00ebr t\u00eb ulur q\u00ebndrimin p\u00ebr sh\u00ebrbimet e cloud nga 5-30% (ashtu si ndodhi n\u00eb rastin ton\u00eb), \u2013 ky \u00ebsht\u00eb nj\u00eb opsion i shk\u00eblqyer.<\/p>\n<h2>P.S.<\/h2>\n<p>\nLexoni gjithashtu n\u00eb blogun ton\u00eb:<\/p>\n<ul>\n<li> \u00ab<noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/flant\/blog\/459326\/\">Avtomatikisht shkall\u00ebzimi dhe menaxhimi i burimeve n\u00eb Kubernetes (p\u00ebrmbledhje dhe video prezantimi)<\/a><\/noindex>\u00bb;<\/li>\n<li> \u00ab<noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/flant\/blog\/460877\/\">Aventura Kubernetes e Dailymotion: krijimi i infrastruktur\u00ebs n\u00eb cloud + on-premises<\/a><\/noindex>\u00bb;<\/li>\n<li> \u00ab<noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/flant\/blog\/432748\/\">Kubernetes k\u00ebshilla &amp; tricks: p\u00ebr ndarjen e nyjeve dhe p\u00ebr ngarkesat n\u00eb aplikacionin web<\/a><\/noindex>\u00bb.<\/li>\n<\/ul>\n<p>Burimi: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/flant\/blog\/466659\/\">habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0412 \u043d\u0430\u0441\u0442\u043e\u044f\u0449\u0435\u0435 \u0432\u0440\u0435\u043c\u044f \u0432\u0441\u0451 \u0431\u043e\u043b\u044c\u0448\u0435 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0439 \u043f\u0435\u0440\u0435\u0432\u043e\u0434\u044f\u0442 \u0441\u0432\u043e\u044e \u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443 \u0441 \u0436\u0435\u043b\u0435\u0437\u043d\u044b\u0445 \u0441\u0435\u0440\u0432\u0435\u0440\u043e\u0432 \u0438 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u0432\u0438\u0440\u0442\u0443\u0430\u043b\u043e\u043a \u0432 \u043e\u0431\u043b\u0430\u043a\u0430. \u0422\u0430\u043a\u043e\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u043b\u0435\u0433\u043a\u043e \u043e\u0431\u044a\u044f\u0441\u043d\u0438\u0442\u044c: \u043d\u0435\u0442 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e\u0441\u0442\u0438 \u0437\u0430\u0431\u043e\u0442\u0438\u0442\u044c\u0441\u044f \u043e \u0436\u0435\u043b\u0435\u0437\u0435, \u043a\u043b\u0430\u0441\u0442\u0435\u0440 \u043b\u0435\u0433\u043a\u043e \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0438\u0440\u0443\u0435\u0442\u0441\u044f \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e\u043c \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u0441\u043f\u043e\u0441\u043e\u0431\u043e\u0432\u2026 \u0430 \u0441\u0430\u043c\u043e\u0435 \u0433\u043b\u0430\u0432\u043d\u043e\u0435 \u2014 \u0438\u043c\u0435\u044e\u0449\u0438\u0435\u0441\u044f \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 (\u0432\u0440\u043e\u0434\u0435 Kubernetes) \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0442 \u043f\u0440\u043e\u0441\u0442\u043e \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0432\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u043c\u043e\u0449\u043d\u043e\u0441\u0442\u0438 \u0432 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438 \u043e\u0442 \u043d\u0430\u0433\u0440\u0443\u0437\u043a\u0438. \u0412\u0441\u0435\u0433\u0434\u0430 \u0432\u0430\u0436\u0435\u043d \u0438 \u0444\u0438\u043d\u0430\u043d\u0441\u043e\u0432\u044b\u0439 \u0430\u0441\u043f\u0435\u043a\u0442. \u0418\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442, [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":28612,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[688],"tags":[],"class_list":["post-38112","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=\"\u0412 \u043d\u0430\u0441\u0442\u043e\u044f\u0449\u0435\u0435 \u0432\u0440\u0435\u043c\u044f \u0432\u0441\u0451 \u0431\u043e\u043b\u044c\u0448\u0435 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0439 \u043f\u0435\u0440\u0435\u0432\u043e\u0434\u044f\u0442 \u0441\u0432\u043e\u044e \u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443 \u0441 \u0436\u0435\u043b\u0435\u0437\u043d\u044b\u0445 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Ky vendim leht\u00ebsohet nga fakti se nuk ka nevoj\u00eb t\u00eb merremi me pajisjet, klasteri konfigurohet leht\u00ebsisht n\u00eb shum\u00eb m\u00ebnyra t\u00eb ndryshme\u2026 dhe m\u00eb e r\u00ebnd\u00ebsishmja, teknologjit\u00eb e disponueshme (si Kubernetes) lejojn\u00eb t\u00eb shkall\u00ebzojm\u00eb kapacitetin llogarit\u00ebs sipas ngarkes\u00ebs. Aspekti financiar gjithashtu ka r\u00ebnd\u00ebsi. Instrumenti,","canonical_url":"https:\/\/prohoster.info\/sq\/blog\/administrirovanie\/obzor-kubecost-dlya-ekonomii-sredstv-na-kubernetes-v-oblakah","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":null,"og:locale":"sq_AL","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\u041e\u0431\u0437\u043e\u0440 Kubecost \u0434\u043b\u044f \u044d\u043a\u043e\u043d\u043e\u043c\u0438\u0438 \u0441\u0440\u0435\u0434\u0441\u0442\u0432 \u043d\u0430 Kubernetes \u0432 \u043e\u0431\u043b\u0430\u043a\u0430\u0445 | ProHoster","og:description":"\u0412 \u043d\u0430\u0441\u0442\u043e\u044f\u0449\u0435\u0435 \u0432\u0440\u0435\u043c\u044f 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