{"id":38233,"date":"2019-10-31T22:22:28","date_gmt":"2019-10-31T19:22:28","guid":{"rendered":"https:\/\/prohoster.info\/blog\/gcp-razbor-vychislitelnogo-steka-google-cloud-platform\/"},"modified":"2019-10-31T22:22:28","modified_gmt":"2019-10-31T19:22:28","slug":"gcp-razbor-vychislitelnogo-steka-google-cloud-platform","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/administrirovanie\/gcp-razbor-vychislitelnogo-steka-google-cloud-platform","title":{"rendered":"GCP: Analiza e stack-ut t\u00eb llogarive Google Cloud Platform","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p><em>P\u00ebrkthimi i artikullit \u00ebsht\u00eb p\u00ebrgatitur posa\u00e7\u00ebrisht p\u00ebr student\u00ebt e kursit <noindex><a rel=\"nofollow\" href=\"https:\/\/otus.pw\/sIP6\/\">\u00abSh\u00ebrbimet e Cloud\u00bb<\/a><\/noindex>.<\/em> <\/p>\n<p><\/p>\n<p><em><strong>A \u00ebsht\u00eb interesante t\u00eb zhvillohesh n\u00eb k\u00ebt\u00eb drejtim?<\/strong> Shikoni regjistrimin e masterklas\u00ebs profesionale <noindex><a rel=\"nofollow\" href=\"https:\/\/otus.pw\/BLE9\/\">\u00abSh\u00ebrbimi AWS EC2\u00bb<\/a><\/noindex>, e cila u mbajt nga Egor Zuev \u2014 TeamLead n\u00eb kompanin\u00eb InBit dhe autor i programit edukativ n\u00eb OTUS.<\/em><\/p>\n<p><\/p>\n<p><img decoding=\"async\" alt=\"GCP: Analiza e stack-ut t\u00eb llogarive Google Cloud Platform\" src=\"\/wp-content\/uploads\/2019\/09\/1d3fcac2ee9038a4e3df892b85bef563.png\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p><\/p>\n<p>Google Cloud Platform (GCP) ofron shum\u00eb sh\u00ebrbime, ve\u00e7an\u00ebrisht nj\u00eb grumbull llogarit\u00ebs q\u00eb p\u00ebrfshin Google Compute Engine (GCE), Google Kubernetes Engine (ndryshe \u2014 Container Engine) (GKE), Google App Engine (GAE) dhe Google Cloud Functions (GCF). T\u00eb gjitha k\u00ebto sh\u00ebrbime kan\u00eb emra t\u00eb bukur, por mund t\u00eb mos jen\u00eb krejt\u00ebsisht t\u00eb qarta n\u00eb lidhje me funksionet e tyre dhe at\u00eb q\u00eb i b\u00ebn ato unike p\u00ebr nj\u00ebri-tjetrin. Ky artikull \u00ebsht\u00eb i destinuar p\u00ebr ata q\u00eb sapo po njohin konceptet cloud, sidomos sh\u00ebrbimet cloud dhe GCP. <noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<p><\/p>\n<p><img decoding=\"async\" alt=\"GCP: Analiza e stack-ut t\u00eb llogarive Google Cloud Platform\" src=\"\/wp-content\/uploads\/2019\/09\/6773d5adc16e022f79b50e34ce792a2f.png\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p><\/p>\n<h2 id=\"1-vychislitelnyy-stek\">1. Grumbulli llogarit\u00ebs<\/h2>\n<p><\/p>\n<p>Grumbulli llogarit\u00ebs mund t\u00eb konsiderohet si nj\u00eb abstrakt shum\u00ebniveli mbi at\u00eb q\u00eb mund t\u00eb ofroj\u00eb nj\u00eb sistem kompjuterik. Ky grumbull ngjitet (<em>moves up<\/em>) nga \u00abmetali i departamentit\u00bb (<em>bare metal<\/em>), q\u00eb i referohet komponenteve t\u00eb faktikshme harduerore t\u00eb kompjuterit, deri n\u00eb funksionet (<em>functions<\/em>), q\u00eb p\u00ebrfaq\u00ebson nj\u00ebsin\u00eb m\u00eb t\u00eb vog\u00ebl t\u00eb llogaritjes. Gj\u00eb q\u00eb \u00ebsht\u00eb e r\u00ebnd\u00ebsishme t\u00eb sh\u00ebnohet n\u00eb lidhje me stek\u00ebn \u00ebsht\u00eb se sh\u00ebrbimet agregohen nd\u00ebrsa l\u00ebvizin sip\u00ebr stek\u00ebs, p\u00ebr shembull, seksi 'aplikacione' (<em>aplikacione<\/em>), e paraqitur n\u00eb figur\u00ebn 1 m\u00eb posht\u00eb, duhet t\u00eb p\u00ebrmbaj\u00eb t\u00eb gjitha komponent\u00ebt baz\u00eb t\u00eb konteiner\u00ebve (<em>konteiner\u00eb<\/em>), makinave virtuale (<em>makinat virtuale<\/em>) dhe harduerit. Po ashtu, komponenti i makinave virtuale duhet t\u00eb p\u00ebrmbaj\u00eb harduerin brenda p\u00ebr t\u00eb funksionuar.<\/p>\n<p><\/p>\n<p><img decoding=\"async\" alt=\"GCP: Analiza e stack-ut t\u00eb llogarive Google Cloud Platform\" src=\"\/wp-content\/uploads\/2019\/09\/c9daa9159ed232c1997e4372f7c1c484.png\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p><\/p>\n<p><em>Figura 1: Steka e llogaritjes | Imazhi \u00ebsht\u00eb marr\u00eb nga <noindex><a rel=\"nofollow\" href=\"https:\/\/cloud.google.com\/images\/products\/appengine\/workload.svg\">Google Cloud<\/a><\/noindex><\/em><\/p>\n<p><\/p>\n<p>Ky model, i paraqitur n\u00eb figur\u00ebn 1, \u00ebsht\u00eb baza p\u00ebr p\u00ebrshkrimin e ofertave nga ofruesit e sh\u00ebrbimeve t\u00eb cloud. Prandaj, disa ofrues mund t\u00eb ofrojn\u00eb vet\u00ebm, p\u00ebr shembull, konteiner\u00eb dhe sh\u00ebrbime n\u00eb cil\u00ebsi m\u00eb t\u00eb ul\u00ebt n\u00eb stek\u00eb, nd\u00ebrsa t\u00eb tjer\u00eb \u2014 gjith\u00e7ka q\u00eb \u00ebsht\u00eb e paraqitur n\u00eb figur\u00ebn 1.<\/p>\n<p><\/p>\n<blockquote><p>\u2014 N\u00ebse jeni t\u00eb njohur me sh\u00ebrbimet e cloud, kaloni n\u00eb <strong>seksionin 3<\/strong>, p\u00ebr t\u00eb njohur ekuivalentin GCP<br \/>\n\u2014 N\u00ebse ju nevojitet vet\u00ebm nj\u00eb p\u00ebrmbledhje e sh\u00ebrbimeve t\u00eb cloud, kaloni n\u00eb <strong>seksionin 2.4<\/strong><\/p><\/blockquote>\n<p><\/p>\n<h2 id=\"2-oblachnye-servisy\">2. Sh\u00ebrbimet e cloud<\/h2>\n<p><\/p>\n<p>Bota e computimit n\u00eb cloud \u00ebsht\u00eb shum\u00eb e shum\u00ebllojshme. Ofruesit e cloud-it ofrojn\u00eb nj\u00eb mori sh\u00ebrbimesh, t\u00eb p\u00ebrshtatura p\u00ebr k\u00ebrkesa t\u00eb ndryshme t\u00eb klient\u00ebve. Ndoshta keni d\u00ebgjuar p\u00ebr terma si IaaS, PaaS, SaaS, FaaS, KaaS, etj., me t\u00eb gjitha shkronjat e alfabetit t\u00eb ndjekura nga 'aaS'. Megjith\u00ebse kjo marr\u00ebveshje em\u00ebrtimi duket e \u00e7uditshme, ata p\u00ebrb\u00ebjn\u00eb nj\u00eb grup sh\u00ebrbimesh t\u00eb ofruara nga ofruesit e cloud-it. Mund t\u00eb theksoj se ka 3 oferta kryesore 'si sh\u00ebrbim' (as a Service) q\u00eb ofruesit e cloud-it i sigurojn\u00eb pothuajse gjithmon\u00eb. <\/p>\n<p><\/p>\n<p>K\u00ebto jan\u00eb IaaS, PaaS dhe SaaS, q\u00eb n\u00ebnkuptojn\u00eb p\u00ebrkat\u00ebsisht infrastruktur\u00ebn si sh\u00ebrbim (Infrastructure as a Service), platform\u00ebn si sh\u00ebrbim (Platform as a Service) dhe softuerin si sh\u00ebrbim (Software as a Service). \u00cbsht\u00eb e r\u00ebnd\u00ebsishme t\u00eb vizualizoni sh\u00ebrbimet e cloud-it si nivele t\u00eb sh\u00ebrbimeve t\u00eb ofruara. Kjo do t\u00eb thot\u00eb se kur ngjiteni ose zbritni nga nj\u00eb nivel n\u00eb nj\u00eb tjet\u00ebr, si klient, kaloni n\u00ebp\u00ebr ndryshime t\u00eb ndryshme t\u00eb sh\u00ebrbimit, q\u00eb ose shtohen ose hiqen nga oferta kryesore. M\u00eb e mira \u00ebsht\u00eb ta shikoni k\u00ebt\u00eb si nj\u00eb piramid\u00eb, si\u00e7 ilustrohet n\u00eb Figur\u00ebn 2.<br \/>\n<img decoding=\"async\" alt=\"GCP: Analiza e stack-ut t\u00eb llogarive Google Cloud Platform\" src=\"\/wp-content\/uploads\/2019\/09\/6f9b522136a47dbcf62b216cc54f5b9f.png\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p><\/p>\n<p><em>Figura 2: Piramida 'aaS' | Imazhi i marr\u00eb nga <noindex><a rel=\"nofollow\" href=\"https:\/\/rubygarage.org\/blog\/iaas-vs-paas-vs-saas\">Ruby Garage<\/a><\/noindex><\/em><\/p>\n<p><\/p>\n<h4 id=\"21-infrastruktura-kak-usluga-iaas\">2.1 Infrastruktur\u00eb si Sh\u00ebrbim (IaaS)<\/h4>\n<p><\/p>\n<p>Ky \u00ebsht\u00eb niveli m\u00eb i ul\u00ebt q\u00eb mund t\u00eb ofroj\u00eb nj\u00eb ofrues sh\u00ebrbimesh n\u00eb re, dhe p\u00ebrfshin ofruesin e llogaritjes n\u00eb re q\u00eb ofron infrastruktur\u00ebn 'n\u00eb gjendje t\u00eb pap\u00ebrpunuar', duke p\u00ebrfshir\u00eb softuerin mesatar, kabllot rrjet\u00eb, procesor\u00ebt, grafik\u00ebt, memorien RAM, ruajtjen e jashtme, server\u00ebt dhe imazhet e sistemeve operative baz\u00eb, si Debian Linux, CentOS, Windows, etj. <\/p>\n<p><\/p>\n<p>N\u00ebse porositni nj\u00eb ofert\u00eb IaaS nga nj\u00eb ofrues sh\u00ebrbimesh n\u00eb re, ky \u00ebsht\u00eb ajo q\u00eb duhet t\u00eb prisni t\u00eb merrni. Ngarkesa e mbledhjes s\u00eb k\u00ebtyre pjes\u00ebve p\u00ebr menaxhimin e biznesit tuaj mbetet n\u00eb duar tuaja, si klient. Shtresa me t\u00eb cil\u00ebn do t\u00eb punoni mund t\u00eb ndryshoj\u00eb nga ofruesi n\u00eb ofrues, por zakonisht ju thjesht merrni pajisjen dhe sistemin operativ, nd\u00ebrsa detyra e tjet\u00ebr \u00ebsht\u00eb mbi ju. Disa shembuj t\u00eb IaaS jan\u00eb AWS Elastic Compute, Microsoft Azure dhe GCE.<\/p>\n<p><\/p>\n<p>Disa njer\u00ebz mund t\u00eb mos e p\u00eblqejn\u00eb iden\u00eb q\u00eb duhet t\u00eb instalojn\u00eb imazhe t\u00eb sistemeve operative dhe t\u00eb merrem me rrjetin, balancimin e ngarkes\u00ebs ose t\u00eb kujdesen p\u00ebr llojin e procesorit q\u00eb \u00ebsht\u00eb m\u00eb i p\u00ebrshtatshmi p\u00ebr ngarkesat e tyre. K\u00ebtu ne kalojm\u00eb drejt PaaS.<\/p>\n<p><\/p>\n<h4 id=\"22-platforma-kak-usluga-paas\">2.2 Platforma si sh\u00ebrbim (PaaS)<\/h4>\n<p><\/p>\n<p>PaaS p\u00ebrfshin vet\u00ebm ofruesin e sh\u00ebrbimeve n\u00eb cloud q\u00eb ofron nj\u00eb platform\u00eb t\u00eb caktuar mbi t\u00eb cil\u00ebn p\u00ebrdoruesit mund t\u00eb krijojn\u00eb aplikacione. Kjo \u00ebsht\u00eb nj\u00eb abstrahim mbi IaaS, q\u00eb do t\u00eb thot\u00eb se ofruesi i cloud merr p\u00ebrsip\u00ebr t\u00eb gjitha detajet e tipave t\u00eb CPU, kujtes\u00ebs, RAM, ruajtjes, rrjeteve, etj. Si\u00e7 ilustrohet n\u00eb figurin\u00eb 2, ju si klient keni nj\u00eb kontroll t\u00eb vog\u00ebl mbi platform\u00ebn reale, pasi ofruesi i cloud merret me t\u00eb gjitha detajet e infrastruktur\u00ebs p\u00ebr ju. Ju k\u00ebrkoni platform\u00ebn e zgjedhur dhe nd\u00ebrtoni projektin mbi t\u00eb. Disa shembuj t\u00eb PaaS-it jan\u00eb Heroku.<\/p>\n<p><\/p>\n<p>P\u00ebr disa njer\u00ebz, kjo mund t\u00eb duket nj\u00eb nivel shum\u00eb i lart\u00eb, pasi ata nuk duan patjet\u00ebr t\u00eb nd\u00ebrtojn\u00eb nj\u00eb projekt mbi platform\u00ebn e p\u00ebrcaktuar, por p\u00ebrkundrazi kan\u00eb nevoj\u00eb p\u00ebr nj\u00eb grup sh\u00ebrbimesh drejtp\u00ebrdrejt nga ofruesi i sh\u00ebrbimeve n\u00eb cloud. K\u00ebtu hyn n\u00eb sken\u00eb SaaS.<\/p>\n<p><\/p>\n<h4 id=\"23-programmnoe-obespechenie-kak-usluga-saas\">2.3 Softueri si sh\u00ebrbim (SaaS)<\/h4>\n<p><\/p>\n<p>SaaS p\u00ebrfaq\u00ebson sh\u00ebrbimet m\u00eb t\u00eb zakonshme q\u00eb ofrohen nga ofruesit e sh\u00ebrbimeve n\u00eb cloud. Ato jan\u00eb t\u00eb destinuara p\u00ebr p\u00ebrdoruesit final\u00eb dhe jan\u00eb t\u00eb arritshme kryesisht n\u00ebp\u00ebrmjet faqeve n\u00eb internet, si Gmail, Google Docs, Dropbox etj. Sa i p\u00ebrket Google Cloud, ka disa oferta p\u00ebrtej stakut t\u00eb tyre t\u00eb llogaritjes, t\u00eb cilat jan\u00eb SaaS. K\u00ebtu p\u00ebrfshihen Data Studio, Big Query etj.<\/p>\n<p><\/p>\n<h4 id=\"24-svodka-po-oblachnym-servisam\">2.4 P\u00ebrmbledhja e sh\u00ebrbimeve n\u00eb cloud<\/h4>\n<p><\/p>\n<p>Pjes\u00ebt komponent\u00eb<br \/>\nIaaS<br \/>\nPaaS<br \/>\nSaaS<\/p>\n<p>\u00c7far\u00eb merrni<br \/>\nMerrni infrastruktur\u00ebn dhe paguani n\u00eb p\u00ebrputhje. Liri p\u00ebr t\u00eb p\u00ebrdorur ose instaluar \u00e7do software, sistem operativ ose kombinim t\u00eb tyre.<br \/>\nK\u00ebtu merrni at\u00eb q\u00eb k\u00ebrkoni. Software, harduer, sistem operativ, mjedis n\u00eb web. Merrni nj\u00eb platform\u00eb t\u00eb gatshme p\u00ebr p\u00ebrdorim dhe paguani n\u00eb p\u00ebrputhje.<br \/>\nK\u00ebtu nuk keni nevoj\u00eb t\u00eb shqet\u00ebsoheni p\u00ebr asgj\u00eb. Ju sigurohet nj\u00eb paket\u00eb e parakonfiguruar sipas k\u00ebrkesave tuaja, dhe thjesht duhet t\u00eb paguani n\u00eb p\u00ebrputhje.<\/p>\n<p>Vlera<br \/>\nNiveli themelor i llogaritjes<br \/>\nKrahu i sip\u00ebrm t\u00eb IaaS<br \/>\nKy \u00ebsht\u00eb n\u00eb thelb nj\u00eb paket\u00eb e plot\u00eb sh\u00ebrbimesh<\/p>\n<p>V\u00ebshtir\u00ebsit\u00eb teknike<br \/>\nK\u00ebrkohen njohuri teknike<br \/>\nJu p\u00ebrkrahni nj\u00eb konfigurim bazik, por ende nevojiten njohuri n\u00eb fush\u00ebn p\u00ebrkat\u00ebse.<br \/>\nNuk keni nevoj\u00eb t\u00eb shqet\u00ebsoheni p\u00ebr detajet teknike. Furnizuesi SaaS ofron gjith\u00e7ka.<\/p>\n<p>Me \u00e7far\u00eb punon<br \/>\nMakinat virtuale, ruajtjet, server\u00ebt, rrjeti, balancuesit e ngarkes\u00ebs, etj.<br \/>\nMjediset e ekzekutimit (si java runtime), bazat e t\u00eb dh\u00ebnave (si mySQL, Oracle), server\u00ebt web (si tomcat, etj.)<br \/>\nAplikacione si sh\u00ebrbimet e post\u00ebs (Gmail, Yahoo mail, etj.), faqet e mediave sociale (Facebook, etj.)<\/p>\n<p>Grafiku i popullaritetit<br \/>\nPopullor mes zhvilluesve t\u00eb avancuar, hulumtuesve q\u00eb k\u00ebrkojn\u00eb p\u00ebrshtatje t\u00eb personalizuar sipas nevojave t\u00eb tyre ose fush\u00ebs s\u00eb hulumtimit.<br \/>\nM\u00eb popullor mes zhvilluesve, pasi ata mund t\u00eb p\u00ebrqendrohen n\u00eb zhvillimin e aplikacioneve ose skripteve t\u00eb tyre. Ata nuk kan\u00eb nevoj\u00eb t\u00eb shqet\u00ebsohen p\u00ebr ngarkes\u00ebn e trafikut apo menaxhimin e serverit, etj.<br \/>\nM\u00eb popullor mes konsumator\u00ebve t\u00eb zakonsh\u00ebm ose kompanive q\u00eb p\u00ebrdorin softuer, si posta elektronike, ndarjet e skedar\u00ebve, rrjetet sociale, pasi ata nuk kan\u00eb nevoj\u00eb t\u00eb shqet\u00ebsohen p\u00ebr detajet teknike.<\/p>\n<p><\/p>\n<p><em>Figura 3: P\u00ebrmbledhje e ofertave kryesore t\u00eb cloud-it | Imazhi \u00ebsht\u00eb siguruar <noindex><a rel=\"nofollow\" href=\"http:\/\/blog.webspecia.com\/cloud\/iaas-paas-saas-explained-examples-comparison\">Amir n\u00eb Blog Specia<\/a><\/noindex><\/em><\/p>\n<p><\/p>\n<h2 id=\"3-vychislitelnyy-paket-google-cloud-platform\">3. Paketa e Llogaritjes Google Cloud Platform<\/h2>\n<p><\/p>\n<p>Duke shqyrtuar ofertat tipike t\u00eb ofruesve t\u00eb cloud-it n\u00eb seksionin 2, ne mund t\u00eb krahasojm\u00eb ato me ofertat e Google Cloud.<\/p>\n<p><\/p>\n<h4 id=\"31-google-compute-engine-gce---iaas\">3.1 Google Compute Engine (GCE) \u2014 IaaS<\/h4>\n<p><\/p>\n<p><img decoding=\"async\" alt=\"GCP: Analiza e stack-ut t\u00eb llogarive Google Cloud Platform\" src=\"\/wp-content\/uploads\/2019\/09\/42320d3ea67a0410671a385671b05f5d.png\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p><\/p>\n<p><em>Figura 4: Ikona e Google Compute Engine (GCE)<\/em><\/p>\n<p><\/p>\n<p>GCE \u00ebsht\u00eb nj\u00eb ofert\u00eb IaaS nga Google. Me GCE, mund t\u00eb krijoni lirisht makina virtuale, t\u00eb shp\u00ebrndani burimet e CPU dhe RAM-it, t\u00eb zgjidhni tipin e ruajtjes, si SSD ose HDD, dhe gjithashtu kapacitetin e memories. \u00cbsht\u00eb pothuajse sikur t\u00eb keni nd\u00ebrtuar kompjuterin tuaj\/zyr\u00ebn tuaj dhe t\u00eb merret me t\u00eb gjitha detajet e funksionimit t\u00eb saj.<\/p>\n<p><\/p>\n<p>N\u00eb GCE, mund t\u00eb zgjidhni nga instancat mikro me procesor\u00eb 0.3-b\u00ebrthamash dhe 1 GB RAM deri te monstrat 96-b\u00ebrthamash me mbi 300 GB RAM. Ju gjithashtu mund t\u00eb krijoni makina virtuale n\u00eb p\u00ebrmasa t\u00eb personalizuara p\u00ebr ngarkesat tuaja pune. P\u00ebr ata q\u00eb jan\u00eb t\u00eb interesuar \u2014 k\u00ebto jan\u00eb makina virtuale q\u00eb mund t'i ndihmoni t\u00eb nd\u00ebrtoni.<\/p>\n<p><\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/cloud.google.com\/compute\/docs\/machine-types\">Tipet e makinave | Dokumentacioni i Compute Engine | Google Cloud<\/a><\/noindex><\/p>\n<p><\/p>\n<h4 id=\"32-google-kubernetes-engine-gke---caas--kaas\">3.2. Google Kubernetes Engine (GKE) \u2014 (CaaS \/ KaaS)<\/h4>\n<p><\/p>\n<p><img decoding=\"async\" alt=\"GCP: Analiza e stack-ut t\u00eb llogarive Google Cloud Platform\" src=\"\/wp-content\/uploads\/2019\/09\/b679bc333950591edead7045332b2477.png\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p><\/p>\n<p><em>Figura 5: Ikona e Google Kubernetes Engine (GKE)<\/em><\/p>\n<p><\/p>\n<p>GKE \u00ebsht\u00eb nj\u00eb zgjidhje unike llogarit\u00ebse nga GCP, q\u00eb sh\u00ebrben si nj\u00eb abstraksion mbi Compute Engine. N\u00eb nj\u00eb kuptim m\u00eb t\u00eb gjer\u00eb, GKE mund t\u00eb p\u00ebrfshihet n\u00eb kategorin\u00eb 'Kontenier si Sh\u00ebrbim' (CaaS), ndonj\u00ebher\u00eb e njohur si 'Kubernetes si Sh\u00ebrbim' (KaaS), e cila u lejon klient\u00ebve t\u00eb l\u00ebshojn\u00eb leht\u00ebsisht kontenier\u00ebt e tyre Docker n\u00eb nj\u00eb mjedis t\u00eb menaxhuar plot\u00ebsisht nga Kubernetes. P\u00ebr ata q\u00eb nuk jan\u00eb t\u00eb njohur me kontenier\u00ebt, kontenier\u00ebt ndihmojn\u00eb n\u00eb nd\u00ebrtimin modular t\u00eb sh\u00ebrbimeve\/aplikacioneve, duke b\u00ebr\u00eb q\u00eb kontenier\u00eb t\u00eb ndrysh\u00ebm t\u00eb mund t\u00eb p\u00ebrmbajn\u00eb sh\u00ebrbime t\u00eb ndryshme; p\u00ebr shembull, nj\u00eb kontenier mund t\u00eb strehoj\u00eb nd\u00ebrfaqen e aplikacionit tuaj n\u00eb web, nd\u00ebrsa nj\u00eb tjet\u00ebr mund t\u00eb p\u00ebrmbaj\u00eb pjes\u00ebn e tij serverike. Kubernetes merr p\u00ebrsip\u00ebr automatizimin, koordinimin, menaxhimin dhe l\u00ebshimin e kontenier\u00ebve tuaj. M\u00eb shum\u00eb informacion k\u00ebtu.<\/p>\n<p><\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/cloud.google.com\/kubernetes-engine\/\">Google Kubernetes Engine | Google Cloud<\/a><\/noindex><\/p>\n<p><\/p>\n<h4 id=\"33-google-app-engine-gae---paas\">3.3 Google App Engine (GAE) \u2014 (PaaS)<\/h4>\n<p><\/p>\n<p><img decoding=\"async\" alt=\"GCP: Analiza e stack-ut t\u00eb llogarive Google Cloud Platform\" src=\"\/wp-content\/uploads\/2019\/09\/784031c4b48f12c00d7797e38598ce92.png\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p><\/p>\n<p><em>Figura 6: Ikona e Google App Engine (GAE)<\/em><\/p>\n<p><\/p>\n<p>Si\u00e7 u p\u00ebrmend n\u00eb seksionin 2.2, PaaS \u00ebsht\u00eb mbi IaaS, dhe n\u00eb rastin e GCP, gjithashtu mund t\u00eb konsiderohet si nj\u00eb ofert\u00eb mbi GKE. GAE \u00ebsht\u00eb nj\u00eb PaaS i specializuar nga Google, dhe si\u00e7 e p\u00ebrshkruajn\u00eb m\u00eb mir\u00eb ata vet\u00eb \u2014 'shtyni kodin tuaj, dhe ne do t\u00eb kujdesemi p\u00ebr gjith\u00e7ka tjet\u00ebr'. <\/p>\n<p><\/p>\n<p>Kjo garanton q\u00eb klient\u00ebt q\u00eb p\u00ebrdorin GAE nuk duhet t\u00eb merren me harduerin ose softuerin e nd\u00ebrmjet\u00ebm baz\u00eb, dhe tashm\u00eb mund t\u00eb ken\u00eb nj\u00eb platform\u00eb t\u00eb parakonfiguruar, t\u00eb gatshme p\u00ebr t'u p\u00ebrdorur; gjith\u00e7ka q\u00eb duhet t\u00eb b\u00ebjn\u00eb \u00ebsht\u00eb t\u00eb ofrojn\u00eb kodin e nevojsh\u00ebm p\u00ebr ta b\u00ebr\u00eb at\u00eb t\u00eb funksionoj\u00eb. <\/p>\n<p><\/p>\n<p>GAE automatizon p\u00ebrpunimin e shkall\u00ebzimit p\u00ebr t\u00eb p\u00ebrmbushur ngarkes\u00ebn dhe k\u00ebrkes\u00ebn nga p\u00ebrdoruesit, q\u00eb do t\u00eb thot\u00eb se n\u00ebse faqja juaj e internetit q\u00eb shiti lule papritur arrin n\u00eb nj\u00eb pik\u00eb maksimale, sepse po afrohet Dita e Sh\u00ebn Valentinit, GAE do t\u00eb trajtoj\u00eb shkall\u00ebzimin e infrastruktur\u00ebs baz\u00eb p\u00ebr t\u00eb p\u00ebrmbushur k\u00ebt\u00eb k\u00ebrkes\u00eb dhe p\u00ebr t\u00eb garantuar se faqja juaj e internetit nuk do t\u00eb bjer\u00eb p\u00ebr shkak t\u00eb k\u00ebrkes\u00ebs s\u00eb rritur. Kjo do t\u00eb thot\u00eb se paguani pik\u00ebrisht p\u00ebr burimet q\u00eb aplikacioni juaj ka nevoj\u00eb n\u00eb at\u00eb moment.<\/p>\n<p><\/p>\n<p>GAE p\u00ebrdor Kubernetes ose versionin e saj t\u00eb integruar p\u00ebr t\u00eb p\u00ebrballuar t\u00eb gjitha k\u00ebto, n\u00eb m\u00ebnyr\u00eb q\u00eb ju t\u00eb mos keni nevoj\u00eb t\u00eb shqet\u00ebsoheni p\u00ebr t\u00eb. GAE \u00ebsht\u00eb m\u00eb e p\u00ebrshtatshme p\u00ebr kompanit\u00eb q\u00eb nuk jan\u00eb t\u00eb interesuara p\u00ebr infrastruktur\u00ebn baz\u00eb dhe kujdesen vet\u00ebm p\u00ebr t\u00eb siguruar q\u00eb aplikacioni i tyre t\u00eb jet\u00eb n\u00eb dispozicion n\u00eb m\u00ebnyr\u00ebn m\u00eb t\u00eb mir\u00eb t\u00eb mundshme.<\/p>\n<p><\/p>\n<p>Sipas mendimit tim, GAE \u00ebsht\u00eb vendi m\u00eb i mir\u00eb p\u00ebr t\u00eb filluar n\u00ebse jeni zhvillues me nj\u00eb ide t\u00eb shk\u00eblqyer, por nuk d\u00ebshironi t\u00eb merremi me pun\u00ebn rutin\u00eb t\u00eb konfigurimit t\u00eb server\u00ebve, balancimin e ngarkes\u00ebs dhe t\u00eb gjitha pun\u00ebt e tjera t\u00eb lodhshme t\u00eb devops\/SRE. Me kalimin e koh\u00ebs, mund t\u00eb provoni GKE dhe GCE, por kjo \u00ebsht\u00eb vet\u00ebm mendimi im.<\/p>\n<p><\/p>\n<p><strong><em>Kufizimi<\/em><\/strong>: AppEngine p\u00ebrdoret p\u00ebr aplikacione web, jo p\u00ebr aplikacione celulare.<\/p>\n<p><\/p>\n<p><strong><em>P\u00ebr njohje<\/em><\/strong>: <noindex><a rel=\"nofollow\" href=\"https:\/\/cloud.google.com\/appengine\/\">App Engine \u2014 Krijoni blloqe t\u00eb shkall\u00ebzueshme p\u00ebr web dhe celular n\u00eb \u00e7do gjuh\u00eb | Google Cloud<\/a><\/noindex><\/p>\n<p><\/p>\n<h4 id=\"34-google-cloud-functions---faas\">3.4 Funksionet e Google Cloud \u2014 (FaaS)<\/h4>\n<p><\/p>\n<p><img decoding=\"async\" alt=\"GCP: Analiza e stack-ut t\u00eb llogarive Google Cloud Platform\" src=\"\/wp-content\/uploads\/2019\/09\/ce8b167424febe208c760d50eea3d47a.png\" style=\"display:block;margin: 0 auto;\" \/> <\/p>\n<p><\/p>\n<p><em>Figura 7: Ikona e Funksioneve t\u00eb Google Cloud (GCF)<\/em><\/p>\n<p><\/p>\n<p>Shpresoj se keni v\u00ebn\u00eb re tendenc\u00ebn, duke analizuar propozimet e m\u00ebparshme. Sa m\u00eb lart t\u00eb ngjiteni n\u00eb shkall\u00ebn e zgjidhjeve t\u00eb llogaritjes GCP, aq m\u00eb pak duhet t\u00eb shqet\u00ebsoheni p\u00ebr teknologjit\u00eb baz\u00eb. Kjo piramid\u00eb p\u00ebrfundon me nj\u00ebsin\u00eb m\u00eb t\u00eb vog\u00ebl t\u00eb mundshme t\u00eb llogaritjes, funksionin, si\u00e7 tregohet n\u00eb seksionin 1.<\/p>\n<p><\/p>\n<p>GCF \u00ebsht\u00eb nj\u00eb propozim relativisht i ri i GCP, i cili \u00ebsht\u00eb ende n\u00eb faz\u00ebn e prov\u00ebs (n\u00eb momentin e shkrimit t\u00eb k\u00ebtij artikulli). Funksionet e reja n\u00eb cloud lejojn\u00eb q\u00eb funksione t\u00eb caktuara t\u00eb shkruara nga zhvilluesi t\u00eb aktivizohen nga ndonj\u00eb ngjarje. <\/p>\n<p><\/p>\n<p>Ato menaxhohen nga ngjarjet dhe jan\u00eb n\u00eb themel t\u00eb fjal\u00ebs moderne \"pa server\", pra nuk i din\u00eb server\u00ebt. Funksionet n\u00eb re jan\u00eb shum\u00eb t\u00eb thjeshta dhe kan\u00eb shum\u00eb aplikime t\u00eb ndryshme q\u00eb k\u00ebrkojn\u00eb nj\u00eb mendim t\u00eb orientuar nga ngjarjet. P\u00ebr shembull, sa her\u00eb q\u00eb nj\u00eb p\u00ebrdorues i ri regjistrohet, mund t\u00eb aktivizohet nj\u00eb funksion n\u00eb re p\u00ebr t\u00eb njoftuar zhvilluesit. <\/p>\n<p><\/p>\n<p>N\u00eb fabrik\u00eb, kur nj\u00eb sensor i caktuar arrin nj\u00eb vler\u00eb t\u00eb caktuar, ai mund t\u00eb aktivizoj\u00eb nj\u00eb funksion n\u00eb re q\u00eb kryen disa p\u00ebrpunime informacioni, ose njofton disa staf t\u00eb sh\u00ebrbimit, etj.<\/p>\n<p><\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/cloud.google.com\/functions\/\">Funksionet n\u00eb re \u2014 llogaritje serveri t\u00eb menaxhuara nga ngjarjet | Google Cloud<\/a><\/noindex><\/p>\n<p><\/p>\n<h2 id=\"zaklyuchenie\">P\u00ebrfundimi<\/h2>\n<p><\/p>\n<p>N\u00eb k\u00ebt\u00eb artikull fol\u00ebm p\u00ebr ofertat e ndryshme n\u00eb re, si IaaS, PaaS, etj., dhe si staku i llogaritjeve t\u00eb Google zbatohet n\u00eb k\u00ebto nivele t\u00eb ndryshme. P\u00ebrjetuam se nivelet e abstraksionit nd\u00ebrmjet kalimit nga nj\u00eb kategori sh\u00ebrbimesh n\u00eb tjetr\u00ebn, si nga IaaS n\u00eb PaaS, k\u00ebrkojn\u00eb m\u00eb pak njohuri p\u00ebr teknologjin\u00eb n\u00eb themel.<\/p>\n<p><\/p>\n<p>P\u00ebr biznesin, kjo ofron fleksibilitet kritik, q\u00eb jo vet\u00ebm p\u00ebrmbush objektivat operative, por gjithashtu adreson fusha t\u00eb tjera ky\u00e7e, si siguria dhe kostoja. Duke e p\u00ebrmbledhur:<\/p>\n<p><\/p>\n<p><strong><em>Compute Engine<\/em><\/strong> \u2014 ju lejon t\u00eb krijoni makin\u00ebn tuaj virtuale, duke rezervuar burime specifike harduerike si RAM, procesor, memorie. \u00cbsht\u00eb gjithashtu mjaft praktik dhe n\u00eb nivel t\u00eb ul\u00ebt.<\/p>\n<p><\/p>\n<p><strong><em>Kubernetes Engine<\/em><\/strong> \u2014 \u00ebsht\u00eb nj\u00eb hap m\u00eb lart krahasuar me Compute Engine, i cili ju lejon t\u00eb p\u00ebrdorni Kubernetes dhe kontejner\u00ebt p\u00ebr t\u00eb menaxhuar aplikacionin tuaj, duke e mund\u00ebsuar at\u00eb t\u00eb shkall\u00ebzohet sipas nevoj\u00ebs.<\/p>\n<p><\/p>\n<p><strong><em>App Engine<\/em><\/strong> \u2014 \u00ebsht\u00eb nj\u00eb hap m\u00eb lart krahasuar me Kubernetes Engine, q\u00eb ju lejon t\u00eb p\u00ebrqendroheni vet\u00ebm n\u00eb kodin tuaj, nd\u00ebrsa Google siguron t\u00eb gjitha k\u00ebrkesat e infrastruktur\u00ebs baz\u00eb.<\/p>\n<p><\/p>\n<p><strong><em>Cloud-Functions<\/em><\/strong> \u2014 \u00ebsht\u00eb maja e piramid\u00ebs s\u00eb llogaritjes, duke lejuar t\u00eb shkruani nj\u00eb funksion t\u00eb thjesht\u00eb, i cili, kur aktivizohet, p\u00ebrdor t\u00eb gjith\u00eb infrastruktur\u00ebn themelore p\u00ebr llogaritje dhe kthimin e rezultatit.<\/p>\n<p><\/p>\n<h1 id=\"spasibo-za-vnimanie\">Faleminderit p\u00ebr v\u00ebmendjen!<\/h1>\n<p><\/p>\n<p>Twitter: <noindex><a rel=\"nofollow\" href=\"https:\/\/twitter.com\/martinomburajr\">@martinomburajr<\/a><\/noindex><\/p>\n<p>Burimi: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/otus\/blog\/467749\/\">habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u041f\u0435\u0440\u0435\u0432\u043e\u0434 \u0441\u0442\u0430\u0442\u044c\u0438 \u043f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u043b\u0435\u043d \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u043e \u0434\u043b\u044f \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u043e\u0432 \u043a\u0443\u0440\u0441\u0430 \u00ab\u041e\u0431\u043b\u0430\u0447\u043d\u044b\u0435 \u0441\u0435\u0440\u0432\u0438\u0441\u044b\u00bb. \u0418\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u043e \u0440\u0430\u0437\u0432\u0438\u0432\u0430\u0442\u044c\u0441\u044f \u0432 \u0434\u0430\u043d\u043d\u043e\u043c \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0438? \u0421\u043c\u043e\u0442\u0440\u0438\u0442\u0435 \u0437\u0430\u043f\u0438\u0441\u044c \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u043c\u0430\u0441\u0442\u0435\u0440-\u043a\u043b\u0430\u0441\u0441\u0430 \u00abAWS EC2 \u0441\u0435\u0440\u0432\u0438\u0441\u00bb, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043f\u0440\u043e\u0432\u0451\u043b \u0415\u0433\u043e\u0440 \u0417\u0443\u0435\u0432 \u2014 TeamLead \u0432 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 InBit \u0438 \u0430\u0432\u0442\u043e\u0440 \u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0439 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u044b \u0432 OTUS. Google Cloud Platform (GCP) \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442 \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e \u0441\u0435\u0440\u0432\u0438\u0441\u043e\u0432, \u0438 \u0432 \u0447\u0430\u0441\u0442\u043d\u043e\u0441\u0442\u0438 \u0432\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0441\u0442\u0435\u043a, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442 Google Compute Engine (GCE), Google [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":28699,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[688],"tags":[],"class_list":["post-38233","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\u0435\u0440\u0435\u0432\u043e\u0434 \u0441\u0442\u0430\u0442\u044c\u0438 \u043f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u043b\u0435\u043d \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u043e \u0434\u043b\u044f \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u043e\u0432 \u043a\u0443\u0440\u0441\u0430 \u00ab\u041e\u0431\u043b\u0430\u0447\u043d\u044b\u0435 \u0441\u0435\u0440\u0432\u0438\u0441\u044b\u00bb. \u0418\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u043e \u0440\u0430\u0437\u0432\u0438\u0432\u0430\u0442\u044c\u0441\u044f \u0432 \u0434\u0430\u043d\u043d\u043e\u043c \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0438? \u0421\u043c\u043e\u0442\u0440\u0438\u0442\u0435 \u0437\u0430\u043f\u0438\u0441\u044c \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u043c\u0430\u0441\u0442\u0435\u0440-\u043a\u043b\u0430\u0441\u0441\u0430 \u00abAWS EC2 \u0441\u0435\u0440\u0432\u0438\u0441\u00bb, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043f\u0440\u043e\u0432\u0451\u043b \u0415\u0433\u043e\u0440 \u0417\u0443\u0435\u0432 \u2014 TeamLead \u0432 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 InBit \u0438 \u0430\u0432\u0442\u043e\u0440 \u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0439 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u044b \u0432 OTUS. 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Google Cloud Platform (GCP) \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442 \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e \u0441\u0435\u0440\u0432\u0438\u0441\u043e\u0432, \u0438 \u0432 \u0447\u0430\u0441\u0442\u043d\u043e\u0441\u0442\u0438 \u0432\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0441\u0442\u0435\u043a, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442 Google Compute Engine (GCE), Google\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/prohoster.info\/sq\/blog\/administrirovanie\/gcp-razbor-vychislitelnogo-steka-google-cloud-platform\" \/>\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=\"2019-10-31T19:22:28+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2019-10-31T19:22:28+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\udd47GCP: Analiza e arkes\u00eb s\u00eb llogaritjes n\u00eb Google Cloud Platform | ProHoster","description":"Kjo artikull \u00ebsht\u00eb p\u00ebrgatitur posa\u00e7\u00ebrisht p\u00ebr student\u00ebt e kursit \"Sh\u00ebrbimet n\u00eb Re\". 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