{"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 llogaritjes n\u00eb Google Cloud Platform","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p><em>P\u00ebrkthimi i artikullit \u00ebsht\u00eb p\u00ebrgatitur ve\u00e7an\u00ebrisht p\u00ebr student\u00ebt e kursit <noindex><a rel=\"nofollow\" href=\"https:\/\/otus.pw\/sIP6\/\">\"Sh\u00ebrbimet n\u00eb cloud\"<\/a><\/noindex>.<\/em> <\/p>\n<p><\/p>\n<p><em><strong>A \u00ebsht\u00eb interesante t\u00eb zhvilloheni n\u00eb k\u00ebt\u00eb drejtim?<\/strong> Shikoni regjistrimin e masterclass-it profesional <noindex><a rel=\"nofollow\" href=\"https:\/\/otus.pw\/BLE9\/\">\"Sh\u00ebrbimi AWS EC2\"<\/a><\/noindex>, i drejtuar nga Egor Zuev \u2014 TeamLead n\u00eb kompanin\u00eb InBit dhe autor i programit arsimor n\u00eb OTUS.<\/em><\/p>\n<p><\/p>\n<p><img decoding=\"async\" alt=\"GCP: Analiza e stack-ut t\u00eb llogaritjes n\u00eb 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, dhe n\u00eb ve\u00e7anti nj\u00eb stack llogaritar q\u00eb p\u00ebrfshin Google Compute Engine (GCE), Google Kubernetes Engine (m\u00eb par\u00eb \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 mahnitsh\u00ebm, por mund t\u00eb mos jen\u00eb plot\u00ebsisht t\u00eb qarta n\u00eb lidhje me funksionet e tyre dhe at\u00eb q\u00eb i b\u00ebn ato unike n\u00eb relacion me nj\u00ebri-tjetrin. Ky artikull \u00ebsht\u00eb i destinuar p\u00ebr ata q\u00eb sapo po nisin t\u00eb njihet me konceptet e cloud-it, n\u00eb ve\u00e7anti me sh\u00ebrbimet e cloud-it 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 llogaritjes n\u00eb 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. Stack-u llogaritar<\/h2>\n<p><\/p>\n<p>Stack-u llogaritar mund t\u00eb konsiderohet si nj\u00eb abstraksion shum\u00ebniv\u00ebl mbi at\u00eb q\u00eb mund t\u00eb ofroj\u00eb nj\u00eb sistem kompjuterik. Ky stack ngjitet (<em>moves up<\/em>) nga \"hardueri i pap\u00ebrpunuar\" (<em>bare metal<\/em>), i referohet komponenteve reale harduerike t\u00eb kompjuterit, deri n\u00eb funksionet (<em>functions<\/em>), t\u00eb cilat p\u00ebrb\u00ebjn\u00eb nj\u00ebsin\u00eb m\u00eb t\u00eb vog\u00ebl t\u00eb llogaritjes. Nj\u00eb gj\u00eb e r\u00ebnd\u00ebsishme p\u00ebr t'u theksuar n\u00eb lidhje me stack-un \u00ebsht\u00eb se sh\u00ebrbimet agregohen duke u ngjitur n\u00eb stack, p\u00ebr shembull, seksioni i \"aplikacioneve\" (<em>apps<\/em>), i treguar n\u00eb figur\u00ebn 1 m\u00eb posht\u00eb, duhet t\u00eb p\u00ebrmbaj\u00eb t\u00eb gjitha komponent\u00ebt baz\u00eb t\u00eb kontejner\u00ebve (<em>containers<\/em>), makinave virtuale (<em>virtual machines<\/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 llogaritjes n\u00eb 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: Stack-u llogaritar | Imazhi i 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 cloud-it. Prandaj, disa ofrues mund t\u00eb ofrojn\u00eb vet\u00ebm, p\u00ebr shembull, kontejner\u00eb dhe sh\u00ebrbime m\u00eb posht\u00eb me cil\u00ebsi t\u00eb ul\u00ebt n\u00eb stack, nd\u00ebrsa t\u00eb tjer\u00eb \u2014 gjith\u00e7ka q\u00eb \u00ebsht\u00eb treguar n\u00eb figur\u00ebn 1.<\/p>\n<p><\/p>\n<blockquote><p>\u2014 N\u00ebse jeni t\u00eb njohur me sh\u00ebrbimet e cloud-it, kaloni te <strong>seksioni 3<\/strong>, p\u00ebr t\u00eb njohur ekuivalentin GCP<br \/>\n\u2014 N\u00ebse ju nevojitet vet\u00ebm nj\u00eb p\u00ebrmbledhje mbi sh\u00ebrbimet e cloud-it, kaloni te <strong>seksioni 2.4<\/strong><\/p><\/blockquote>\n<p><\/p>\n<h2 id=\"2-oblachnye-servisy\">2. Sh\u00ebrbimet e cloud-it<\/h2>\n<p><\/p>\n<p>Bota e kompjuter\u00ebve n\u00eb re \u00ebsht\u00eb shum\u00eb e larmishme. Ofruesit e sh\u00ebrbimeve n\u00eb re ofrojn\u00eb nj\u00eb mori sh\u00ebrbimesh, t\u00eb p\u00ebrshtatura p\u00ebr k\u00ebrkesat e ndryshme t\u00eb klient\u00ebve. E mundshme \u00ebsht\u00eb q\u00eb t\u00eb keni d\u00ebgjuar p\u00ebr terma si IaaS, PaaS, SaaS, FaaS, KaaS etj. me t\u00eb gjitha shkronjat e alfabetit, pas t\u00eb cilave ndodhet \u00abaaS\u00bb. Pavar\u00ebsisht nga kjo marr\u00ebveshje e \u00e7uditshme em\u00ebrtimi, ato formojn\u00eb nj\u00eb grup sh\u00ebrbimesh t\u00eb ofruesve t\u00eb sh\u00ebrbimeve n\u00eb re. Po theksoj se ka 3 oferta kryesore \u00absi sh\u00ebrbim\u00bb (as a Service), q\u00eb ofruesit e sh\u00ebrbimeve n\u00eb re i ofrojn\u00eb pothuajse gjithmon\u00eb. <\/p>\n<p><\/p>\n<p>K\u00ebto jan\u00eb IaaS, PaaS dhe SaaS, q\u00eb p\u00ebrfaq\u00ebsojn\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 visualizoni sh\u00ebrbimet n\u00eb re si nivele sh\u00ebrbimesh t\u00eb ofruara. Kjo do t\u00eb thot\u00eb se kur ngjiteni ose zbresni nga nj\u00eb nivel n\u00eb tjetrin, ju, si klient, kaloni n\u00ebp\u00ebr opsione t\u00eb ndryshme sh\u00ebrbimi, t\u00eb cilat shtohen ose hiqen nga oferta themelore. M\u00eb mir\u00eb e konsideroni k\u00ebt\u00eb si nj\u00eb piramid\u00eb, si\u00e7 \u00ebsht\u00eb treguar n\u00eb figur\u00ebn 2.<br \/>\n<img decoding=\"async\" alt=\"GCP: Analiza e stack-ut t\u00eb llogaritjes n\u00eb Google Cloud Platform\" src=\"\/wp-content\/uploads\/2019\/09\/6f9b522136a47dbcf62b216cc54f5b9f.png\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p><\/p>\n<p><em>Fig 2: Piramida \u00abaaS\u00bb | Imazhi \u00ebsht\u00eb 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 nj\u00eb ofrues i sh\u00ebrbimeve n\u00eb re mund t\u00eb ofroj\u00eb, dhe p\u00ebrfshin nj\u00eb ofrues t\u00eb kompjuter\u00ebve n\u00eb re, q\u00eb furnizon nj\u00eb infrastruktur\u00eb \u2018t\u00eb zbraz\u00ebt\u2019, p\u00ebrfshir\u00eb softuerin e mes\u00ebm, kabllot rrjet\u00eb, procesor\u00ebt, grafik\u00ebt, memorien RAM, magazinimin e jasht\u00ebm, 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 i sh\u00ebrbimeve n\u00eb re, ky \u00ebsht\u00eb ai q\u00eb duhet t\u00eb prisni t\u00eb merrni. Ju si klient mbetet t\u00eb lidhni k\u00ebto pjes\u00eb p\u00ebr t\u00eb udh\u00ebhequr biznesin tuaj. Shkalla e asaj me t\u00eb cil\u00ebn do t'ju duhet t\u00eb punoni mund t\u00eb ndryshoj\u00eb nga ofruesi n\u00eb ofrues, por zakonisht, ju thjesht merrni pajisjet dhe sistemin operativ, nd\u00ebrsa pjesa tjet\u00ebr mbetet n\u00eb duar tuaja. Disa shembuj t\u00eb IaaS p\u00ebrfshijn\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 faktin q\u00eb duhet t\u00eb instalojn\u00eb imazhet e sistemeve operative dhe t\u00eb merren me rrjetin, balancimin e ngarkes\u00ebs ose t\u00eb kujdesen p\u00ebr llojin e procesorit q\u00eb \u00ebsht\u00eb ideal p\u00ebr ngarkes\u00ebn e tyre t\u00eb pun\u00ebs. K\u00ebtu fillojm\u00eb t\u00eb ngjitemi n\u00eb piramid\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 nj\u00eb ofrues sh\u00ebrbimesh 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 abstraksion mbi IaaS, q\u00eb do t\u00eb thot\u00eb se ofruesi i cloud merr p\u00ebrsip\u00ebr t\u00eb gjitha detajet e llojeve t\u00eb CPU, memorjes, RAM-it, ruajtjes, rrjeteve etj. Si\u00e7 tregohet n\u00eb figur\u00ebn 2, ju si klient keni 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 tuaj t\u00eb zgjedhur dhe ndiheni n\u00eb nd\u00ebrtimin e projektit. Shembuj t\u00eb PaaS jan\u00eb Heroku.<\/p>\n<p><\/p>\n<p>P\u00ebr dik\u00eb, kjo mund t\u00eb jet\u00eb nj\u00eb nivel shum\u00eb i lart\u00eb, pasi nuk d\u00ebshiron domosdoshm\u00ebrish t\u00eb nd\u00ebrtoj\u00eb nj\u00eb projekt mbi at\u00eb platform\u00eb, por ka nevoj\u00eb p\u00ebr nj\u00eb grup sh\u00ebrbimesh drejtp\u00ebrdrejt nga ofruesi i sh\u00ebrbimeve t\u00eb cloud. K\u00ebtu hyn n\u00eb loj\u00eb SaaS.<\/p>\n<p><\/p>\n<h4 id=\"23-programmnoe-obespechenie-kak-usluga-saas\">2.3 Softi si sh\u00ebrbim (SaaS)<\/h4>\n<p><\/p>\n<p>SaaS p\u00ebrfaq\u00ebson sh\u00ebrbimet m\u00eb t\u00eb zakonshme t\u00eb ofruara nga ofruesit e sh\u00ebrbimeve n\u00eb cloud. Ato jan\u00eb t\u00eb destinuara p\u00ebr p\u00ebrdoruesit e fundit dhe kryesisht jan\u00eb t\u00eb aksesueshme p\u00ebrmes faqeve t\u00eb internetit, si Gmail, Google Docs, Dropbox etj. Sa i p\u00ebrket Google Cloud, ka disa oferta jasht\u00eb grumbullit t\u00eb tyre t\u00eb llogaritur q\u00eb 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\u00ebrmbledhje mbi sh\u00ebrbimet n\u00eb cloud<\/h4>\n<p><\/p>\n<p>Komponent\u00ebt<br \/>\nIaaS<br \/>\nPaaS<br \/>\nSaaS<\/p>\n<p>\u00c7far\u00eb merrni<br \/>\nMerrni infrastruktur\u00ebn dhe paguani p\u00ebrkat\u00ebsisht. Lirin\u00eb p\u00ebr t\u00eb p\u00ebrdorur ose instaluar \u00e7do softuer, sistem operativ ose kombinimin e tyre.<br \/>\nK\u00ebtu merrni at\u00eb q\u00eb k\u00ebrkoni. Softin, harduerin, sistemin operativ, mjedisin web. Merrni nj\u00eb platform\u00eb t\u00eb gatshme p\u00ebr t'u p\u00ebrdorur dhe paguani p\u00ebrkat\u00ebsisht.<br \/>\nK\u00ebtu nuk ka nevoj\u00eb t\u00eb shqet\u00ebsoheni p\u00ebr asgj\u00eb. Ju ofrohet nj\u00eb paket\u00eb e parainstaluar e konfiguruar sipas k\u00ebrkesave tuaja, dhe ju mbetet vet\u00ebm t\u00eb paguani p\u00ebrkat\u00ebsisht.<\/p>\n<p>Vlera<br \/>\nNiveli baz\u00eb i llogaritjeve<br \/>\nMajtas IaaS<br \/>\nN\u00eb thelb, ky \u00ebsht\u00eb nj\u00eb paket\u00eb sh\u00ebrbimesh e plot\u00eb<\/p>\n<p>V\u00ebshtir\u00ebsit\u00eb teknike<br \/>\nNjohuri teknike t\u00eb nevojshme<br \/>\nJu ofrohet nj\u00eb konfigurim baz\u00eb, por ende nevojiten njohuri t\u00eb fush\u00ebs.<br \/>\nNuk ka nevoj\u00eb t\u00eb shqet\u00ebsoheni p\u00ebr detajet teknike. Ofruesi 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 e uebit (si tomcat etj.)<br \/>\nAplikacione si sh\u00ebrbimet e post\u00ebs elektronike (Gmail, Yahoo mail etj.), faqet e rrjeteve sociale (Facebook etj.)<\/p>\n<p>Grafiku i popullaritetit<br \/>\nPopullor mes zhvilluesve me p\u00ebrvoj\u00eb t\u00eb lart\u00eb dhe k\u00ebrkuesve q\u00eb k\u00ebrkojn\u00eb personalizim n\u00eb p\u00ebrputhje me k\u00ebrkesat e tyre ose fush\u00ebn e k\u00ebrkimit<br \/>\nM\u00eb i njohur 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 ngarkimin e trafikut apo menaxhimin e server\u00ebve etj.<br \/>\nM\u00eb i populluar mes konsumator\u00ebve t\u00eb zakonsh\u00ebm ose kompanive q\u00eb p\u00ebrdorin softuer si posta elektronike, shk\u00ebmbimi i 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 reja n\u00eb oblake | Imazh i ofruar <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 reja t\u00eb oblakeve 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 llogaritjes n\u00eb 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 Google Compute Engine (GCE)<\/em><\/p>\n<p><\/p>\n<p>GCE \u00ebsht\u00eb nj\u00eb ofert\u00eb IaaS nga Google. Me GCE, ju mund t\u00eb krijoni me liri makina virtuale, t\u00eb shp\u00ebrndani resurset e procesorit dhe memories, t\u00eb zgjidhni llojin e ruajtjes, si SSD ose HDD, si dhe kapacitetin e memories. Praktikisht \u00ebsht\u00eb si t\u00eb krijoni kompjuterin tuaj t\u00eb ndihm\u00ebs\/riparimit dhe t\u00eb merreni me t\u00eb gjitha detajet e funksionimit t\u00eb tij.<\/p>\n<p><\/p>\n<p>N\u00eb GCE, ju mund t\u00eb zgjidhni nga instancat mikro me procesor\u00eb 0.3-deri n\u00eb 1 GB RAM deri n\u00eb monstrumet 96-b\u00ebrthamor\u00eb me m\u00eb shum\u00eb se 300 GB RAM. Ju gjithashtu mund t\u00eb krijoni makina virtuale t\u00eb dimensioneve t\u00eb personalizuara p\u00ebr ngarkesat tuaja t\u00eb pun\u00ebs. P\u00ebr ata q\u00eb jan\u00eb t\u00eb interesuar \u2014 k\u00ebto jan\u00eb makina virtuale q\u00eb mund t\u00eb nd\u00ebrtoni.<\/p>\n<p><\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/cloud.google.com\/compute\/docs\/machine-types\">Llojet 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 llogaritjes n\u00eb 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 Google Kubernetes Engine (GKE)<\/em><\/p>\n<p><\/p>\n<p>GKE \u2014 \u00ebsht\u00eb nj\u00eb ofert\u00eb unike llogarit\u00ebse nga GCP, e cila paraqet nj\u00eb abstraksion mbi Compute Engine. M\u00eb n\u00eb nj\u00eb kuptim m\u00eb t\u00eb gjer\u00eb, GKE mund t\u00eb klasifikohet n\u00eb kategorin\u00eb 'Kontejner si Sh\u00ebrbim' (CaaS), ndonj\u00ebher\u00eb e quajtur 'Kubernetes si Sh\u00ebrbim' (KaaS), e cila lejon klient\u00ebt t\u00eb fillojn\u00eb leht\u00ebsisht kontejner\u00ebt e tyre Docker n\u00eb nj\u00eb mjedis t\u00eb plot\u00eb t\u00eb menaxhuar Kubernetes. P\u00ebr ata q\u00eb nuk jan\u00eb t\u00eb njohur me kontejner\u00ebt, kontejner\u00ebt ndihmojn\u00eb n\u00eb nd\u00ebrtimin modular t\u00eb sh\u00ebrbimeve\/aplikacioneve, k\u00ebshtu q\u00eb kontejner\u00ebt e ndrysh\u00ebm mund t\u00eb p\u00ebrmbajn\u00eb sh\u00ebrbime t\u00eb ndryshme; p\u00ebr shembull, nj\u00eb konteiner mund t\u00eb hostoj\u00eb nd\u00ebrfaqen e aplikacionit tuaj web, nd\u00ebrsa nj\u00eb tjet\u00ebr mund t\u00eb p\u00ebrmbaj\u00eb pjes\u00ebn e tij server. Kubernetes kryen automatizimin, koordinimin, menaxhimin dhe shp\u00ebrndarjen e kontejner\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 llogaritjes n\u00eb 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 ndodhet mbi IaaS, dhe n\u00eb rastin e GCP mund t\u00eb konsiderohet gjithashtu si nj\u00eb ofert\u00eb mbi GKE. GAE \u00ebsht\u00eb nj\u00eb PaaS i specializuar nga Google, dhe si\u00e7 e p\u00ebrshkruajn\u00eb ata m\u00eb s\u00eb miri vetveten \u2014 '\u00e7oni kodin tuaj, dhe ne do t\u00eb kujdesemi p\u00ebr gjith\u00e7ka tjet\u00ebr'. <\/p>\n<p><\/p>\n<p>Kjo siguron q\u00eb klient\u00ebt q\u00eb p\u00ebrdorin GAE nuk duhet t\u00eb merren me hardware-in\/themelen e softuerit, dhe tashm\u00eb mund t\u00eb ken\u00eb nj\u00eb platform\u00eb t\u00eb paracaktuar gati p\u00ebr t'u p\u00ebrdorur; gjith\u00e7ka q\u00eb duhet t\u00eb b\u00ebjn\u00eb \u00ebsht\u00eb t\u00eb sigurojn\u00eb kodin e nevojsh\u00ebm p\u00ebr ta aktivizuar. <\/p>\n<p><\/p>\n<p>GAE automatikisht menaxhon shkall\u00ebzimin p\u00ebr t\u00eb p\u00ebrmbushur ngarkes\u00ebn dhe k\u00ebrkes\u00ebn e p\u00ebrdoruesve, q\u00eb do t\u00eb thot\u00eb se n\u00ebse web-faqja juaj, q\u00eb shet lule, papritur arrin nj\u00eb kulm, sepse po afrohet Dita e Sh\u00ebn Valentinit, GAE do t\u00eb menaxhoj\u00eb shkall\u00ebzimin e infrastruktur\u00ebs themelore p\u00ebr t\u00eb p\u00ebrmbushur k\u00ebrkes\u00ebn dhe p\u00ebr t\u00eb siguruar q\u00eb web-faqja juaj t\u00eb mos bjer\u00eb p\u00ebr shkak t\u00eb rritjes s\u00eb k\u00ebrkes\u00ebs. Kjo do t\u00eb thot\u00eb se paguani pik\u00ebrisht p\u00ebr burimet q\u00eb k\u00ebrkon aplikacioni juaj n\u00eb at\u00eb moment.<\/p>\n<p><\/p>\n<p>GAE p\u00ebrdor Kubernetes ose versionin e tij t\u00eb integruar p\u00ebr t\u00eb u p\u00ebrballur me gjith\u00e7ka, k\u00ebshtu q\u00eb ju nuk duhet t\u00eb shqet\u00ebsoheni p\u00ebr k\u00ebt\u00eb. GAE \u00ebsht\u00eb m\u00eb e p\u00ebrshtatshme p\u00ebr kompanit\u00eb q\u00eb nuk jan\u00eb t\u00eb interesuara n\u00eb infrastruktur\u00ebn themelore dhe shqet\u00ebsohen vet\u00ebm p\u00ebr t\u00eb siguruar q\u00eb aplikacioni i tyre t\u00eb jet\u00eb sa m\u00eb i aksesuesh\u00ebm.<\/p>\n<p><\/p>\n<p>Sipas mendimit tim, GAE \u00ebsht\u00eb vendi m\u00eb i mir\u00eb p\u00ebr t'u nisur, n\u00ebse je zhvillues me nj\u00eb ide t\u00eb shk\u00eblqyer, por nuk d\u00ebshiron t\u00eb merresh me pun\u00ebt e zakonshme t\u00eb konfigurimit t\u00eb server\u00ebve, balancimit t\u00eb ngarkes\u00ebs dhe t\u00eb gjith\u00eb pun\u00ebve t\u00eb tjera t\u00eb lodhshme t\u00eb devops\/SRE. Me kalimin e koh\u00ebs, mund t\u00eb provosh GKE dhe GCE, por kjo \u00ebsht\u00eb vet\u00ebm mendimi im.<\/p>\n<p><\/p>\n<p><strong><em>K\u00ebrc\u00ebnimi<\/em><\/strong>: AppEngine p\u00ebrdoret p\u00ebr aplikacione web, jo p\u00ebr aplikacione mobile.<\/p>\n<p><\/p>\n<p><strong><em>P\u00ebr t'u njohur<\/em><\/strong>: <noindex><a rel=\"nofollow\" href=\"https:\/\/cloud.google.com\/appengine\/\">App Engine - Krijoni blloqe t\u00eb shkall\u00ebzueshme p\u00ebr web dhe mobile n\u00eb \u00e7do gjuh\u00eb | Google Cloud<\/a><\/noindex><\/p>\n<p><\/p>\n<h4 id=\"34-google-cloud-functions---faas\">3.4 Google Cloud Functions - (FaaS)<\/h4>\n<p><\/p>\n<p><img decoding=\"async\" alt=\"GCP: Analiza e stack-ut t\u00eb llogaritjes n\u00eb 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 Google Cloud Functions (GCF)<\/em><\/p>\n<p><\/p>\n<p>Shpresoj se keni v\u00ebn\u00eb re nj\u00eb tendenc\u00eb duke analizuar propozimet e m\u00ebparshme. Sa m\u00eb lart q\u00eb ngjiteni n\u00eb shkall\u00ebt e zgjidhjeve t\u00eb llogarive GCP, aq m\u00eb pak duhet t\u00eb shqet\u00ebsoheni p\u00ebr teknologjit\u00eb themelore. Kjo piramid\u00eb p\u00ebrfundon me unitetin m\u00eb t\u00eb vog\u00ebl t\u00eb mundsh\u00ebm t\u00eb llogarive, funksionin, si\u00e7 \u00ebsht\u00eb e paraqitur n\u00eb seksionin 1.<\/p>\n<p><\/p>\n<p>GCF \u00ebsht\u00eb nj\u00eb propozim relativisht i ri i GCP q\u00eb ende ndodhet n\u00eb faz\u00ebn e beta-testimit (n\u00eb momentin e shkruarjes s\u00eb k\u00ebtij artikulli). Funksionet n\u00eb cloud lejojn\u00eb q\u00eb funksione t\u00eb caktuara, t\u00eb shkruara nga zhvilluesi, t\u00eb ekzekutohen nga ndonj\u00eb ngjarje. <\/p>\n<p><\/p>\n<p>Ato administrohen nga ngjarjet dhe q\u00ebndrojn\u00eb n\u00eb thelb t\u00eb fjal\u00ebs moderne \"pa server\", dometh\u00ebn\u00eb nuk din\u00eb p\u00ebr server\u00ebt. Funksionet n\u00eb cloud jan\u00eb shum\u00eb t\u00eb thjeshta dhe kan\u00eb shum\u00eb aplikime t\u00eb ndryshme q\u00eb k\u00ebrkojn\u00eb mend\u00ebsi ngjarjesh. P\u00ebr shembull, sa her\u00eb q\u00eb nj\u00eb p\u00ebrdorues i ri regjistrohet, mund t\u00eb aktivizohet nj\u00eb funksion n\u00eb cloud 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 cloud q\u00eb kryen disa p\u00ebrpunime informacioni, ose njofton disa stafe t\u00eb sh\u00ebrbimit etj.<\/p>\n<p><\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/cloud.google.com\/functions\/\">Funksionet n\u00eb cloud - llogarit\u00eb e server\u00ebve t\u00eb menaxhuara nga ngjarjet | Google Cloud<\/a><\/noindex><\/p>\n<p><\/p>\n<h2 id=\"zaklyuchenie\">P\u00ebrfundim<\/h2>\n<p><\/p>\n<p>N\u00eb k\u00ebt\u00eb artikull ne fol\u00ebm p\u00ebr propozime t\u00eb ndryshme n\u00eb cloud, si\u00e7 jan\u00eb IaaS, PaaS etj., dhe si Google implementon k\u00ebto nivele t\u00eb ndryshme t\u00eb llogarive. Ne pam\u00eb se nivelet e abstarct\u00ebs nd\u00ebrsa kalojm\u00eb nga nj\u00eb kategori sh\u00ebrbimesh n\u00eb nj\u00eb tjet\u00ebr, si nga IaaS n\u00eb PaaS, k\u00ebrkojn\u00eb m\u00eb pak njohuri mbi baz\u00ebn.<\/p>\n<p><\/p>\n<p>P\u00ebr bizneset, kjo ofron nj\u00eb fleksibilitet t\u00eb r\u00ebnd\u00ebsish\u00ebm q\u00eb jo vet\u00ebm plot\u00ebson q\u00ebllimet operative t\u00eb saj, por gjithashtu p\u00ebrmbush disa fusha ky\u00e7e t\u00eb tjera, si siguria dhe kostoja. P\u00ebrmbledh\u00ebsisht:<\/p>\n<p><\/p>\n<p><strong><em>Compute Engine<\/em><\/strong> \u2014 ju lejon t\u00eb krijoni makin\u00ebn tuaj virtuale, duke alokuar burime specifike harduerike, si\u00e7 jan\u00eb RAM, procesori, memoria. \u00cbsht\u00eb gjithashtu mjaft praktik dhe me 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, q\u00eb ju lejon t\u00eb p\u00ebrdorni Kubernetes dhe kontejner\u00eb p\u00ebr menaxhimin e aplikacionit tuaj, duke lejuar q\u00eb t\u00eb b\u00ebni skalimin n\u00ebse \u00ebsht\u00eb e nevojshme.<\/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, duke ju lejuar t\u00eb fokusoheni vet\u00ebm n\u00eb kodin tuaj, nd\u00ebrsa Google siguron t\u00eb gjitha k\u00ebrkesat e platform\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 q\u00eb t\u00eb shkruani nj\u00eb funksion t\u00eb thjesht\u00eb, i cili kur aktivizohet p\u00ebrdor t\u00ebr\u00eb infrastruktur\u00ebn e baz\u00ebs p\u00ebr t\u00eb llogaritur dhe kthyer rezultatin.<\/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 5.0.1.1 - aioseo.com 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