{"id":116022,"date":"2023-06-06T12:49:47","date_gmt":"2023-06-06T10:49:47","guid":{"rendered":"https:\/\/fotc.com\/?p=116022"},"modified":"2023-07-13T10:51:59","modified_gmt":"2023-07-13T08:51:59","slug":"compute-engine","status":"publish","type":"post","link":"https:\/\/fotc.com\/ro\/blog\/compute-engine\/","title":{"rendered":"Puterea Compute Engine: Ma\u0219ini virtuale \u00een Google Cloud"},"content":{"rendered":"\n<p>Companiile se confrunt\u0103 cu o presiune din ce \u00een ce mai mare pentru a folosi tehnologiile de ultim\u0103 or\u0103 \u0219i pentru a ob\u021bine un avantaj competitiv. Tehnologia cloud-ul a schimbat pia\u021ba, oferind scalabilitate, flexibilitate \u0219i eficien\u021b\u0103 a costurilor la standarde f\u0103r\u0103 precedent. Unul dintre cei mai importan\u021bi furnizori de servicii cloud, Google Cloud se afl\u0103 \u00een fruntea inova\u021biei cu <a href=\"https:\/\/cloud.google.com\/compute\" class=\"ek-link\">Compute Engine<\/a>, o ofert\u0103 de infrastructur\u0103 ca serviciu (IaaS) \u00een care resursele de calcul sunt g\u0103zduite \u00een mediul cloud. Descoper\u0103, mai departe, cum poate Compute Engine de la Google Cloud debloca adev\u0103ratul poten\u021bial al organiza\u021biei tale.<\/p>\n\n\n\n<h2 id=\"h-ce-este-n-fapt-compute-engine\">Ce este \u00een fapt Compute Engine?<\/h2>\n\n\n\n<p>Compute Engine este o platform\u0103 de ma\u0219ini virtuale (VM, virtual machines) \u00een modelul de infrastructur\u0103 ca serviciu. IaaS (infrastructure as a service) presupune c\u0103 hardware-ul apar\u021bine furnizorului de servicii, pe care clientul le poate utiliza ca resursele virtuale. Este o infrastructur\u0103 g\u0103zduit\u0103 complet online \u00een <a href=\"https:\/\/fotc.com\/ro\/google-cloud-platform\/\" class=\"ek-link\">Google Cloud<\/a> \u2013 f\u0103r\u0103 a fi necesar\u0103 propria camer\u0103 de server sau operarea unei infrastructuri fizice.&nbsp;<\/p>\n\n\n\n<h3>Pentru ce pot companiile folosi Google Compute Engine?&nbsp;<\/h3>\n\n\n\n<p>Printre altele, pentru:<\/p>\n\n\n\n<ul><li>g\u0103zduirea fi\u0219ierelor site-ului web,<\/li><li>g\u0103zduirea de aplica\u021bii sau backend-ul acestora.<\/li><li>server de jocuri mobile,<\/li><li>g\u0103zduirea unui sistem de licita\u021bii \u00een timp real,<\/li><li>procesarea unui cluster Hadoop,<\/li><li>randare multimedia,<\/li><li>transcodare video,<\/li><li>rularea simul\u0103rilor financiare,<\/li><li>efectuarea de simul\u0103ri genetice (de exemplu, secven\u021bierea ADN),<\/li><li>antrenarea modelelor de \u00eenv\u0103\u021bare automat\u0103 sau inteligen\u021b\u0103 artificial\u0103.<\/li><\/ul>\n\n\n\n<p>Cu Google Compute Engine, pute\u021bi crea o ma\u0219in\u0103 virtual\u0103 potrivit\u0103 nevoilor voastre de afaceri. Pute\u021bi recrea pe ma\u0219inile virtuale cloud orice ac\u021biune rulat\u0103 pe propriile dispozitive fizice. \u00cen fapt, \u00een cloud pute\u021bi configura chiar mai multe, datorit\u0103 accesului la ma\u0219ini cu specifica\u021bii diverse \u0219i foarte specifice.<\/p>\n\n\n\n<h2>Tipuri de ma\u0219ini virtuale \u00een Google Compute Engine<\/h2>\n\n\n\n<p>Google \u00eemparte tipurile de ma\u0219ini virtuale \u00een patru categorii principale, \u00een func\u021bie de diferitele \u00eenc\u0103rc\u0103ri posibile:<\/p>\n\n\n\n<ul><li><strong>Ma\u0219ini de uz general <\/strong>cu un raport pre\u021b\/performan\u021b\u0103 rezonabil. Acestea sunt potrivite pentru sarcini tipice de lucru precum baze de date, medii de dezvoltare \u0219i testare, servere de aplica\u021bii web sau jocuri mobile, desktop-uri virtuale. Acestea sunt ma\u0219ini din familiile E2, E2 shared-core, N2, N2D, Tau T2D, N1 \u0219i C3.&nbsp;<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img width=\"785\" height=\"760\" src=\"https:\/\/fotc.com\/app\/uploads\/2023\/05\/gen-purpose-machines.png\" alt=\"\" class=\"wp-image-116074\" srcset=\"https:\/\/fotc.com\/app\/uploads\/2023\/05\/gen-purpose-machines.png 785w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/gen-purpose-machines-300x290.png 300w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/gen-purpose-machines-768x744.png 768w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/gen-purpose-machines-123x119.png 123w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/gen-purpose-machines-142x137.png 142w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/gen-purpose-machines-181x175.png 181w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/gen-purpose-machines-291x282.png 291w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/gen-purpose-machines-189x183.png 189w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/gen-purpose-machines-26x26.png 26w\" sizes=\"(max-width: 785px) 100vw, 785px\" \/><\/figure>\n\n\n\n<ul><li><strong>Ma\u0219ini cu memorie ultra-\u00eenalt\u0103<\/strong>. Acestea ofer\u0103 cel mai \u00eenalt nivel de configurare a memoriei \u2013 p\u00e2n\u0103 la 12 TB per instan\u021b\u0103. Sunt concepute pentru a suporta sarcini de lucru care necesit\u0103 mult\u0103 memorie, cum ar fi bazele de date SAP HANA sau rularea de analize \u00een memorie. Sunt ma\u0219ini desemnate ca M1, M2 \u0219i M3, cu cel mai mic cost pe GB de memorie \u00een Compute Engine.&nbsp;<\/li><\/ul>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large is-resized\"><img src=\"https:\/\/fotc.com\/app\/uploads\/2023\/05\/memory-opt-1024x514.png\" alt=\"\" class=\"wp-image-116080\" width=\"833\" height=\"418\" srcset=\"https:\/\/fotc.com\/app\/uploads\/2023\/05\/memory-opt-1024x514.png 1024w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/memory-opt-300x151.png 300w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/memory-opt-768x386.png 768w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/memory-opt-123x62.png 123w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/memory-opt-142x71.png 142w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/memory-opt-348x175.png 348w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/memory-opt-542x272.png 542w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/memory-opt-352x177.png 352w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/memory-opt-26x13.png 26w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/memory-opt.png 1091w\" sizes=\"(max-width: 833px) 100vw, 833px\" \/><\/figure><\/div>\n\n\n\n<ul><li><strong>Ma\u0219ini optimizate pentru calcul. <\/strong>&nbsp;Aceste instan\u021be ofer\u0103 cea mai \u00eenalt\u0103 performan\u021b\u0103 per nucleu \u0219i pot fi utilizate pentru lucr\u0103ri de calcul de \u00eenalt\u0103 performan\u021b\u0103 precum servere de jocuri sau servere API cu laten\u021b\u0103 sc\u0103zut\u0103. Acestea sunt ma\u0219ini din familia C2 \u0219i C2D, folosite pentru automatizare de design electronic sau machine learning \u0219i inteligen\u021b\u0103 artificial\u0103.<\/li><\/ul>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full\"><img width=\"876\" height=\"483\" src=\"https:\/\/fotc.com\/app\/uploads\/2023\/05\/compute-optimized.png\" alt=\"\" class=\"wp-image-116086\" srcset=\"https:\/\/fotc.com\/app\/uploads\/2023\/05\/compute-optimized.png 876w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/compute-optimized-300x165.png 300w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/compute-optimized-768x423.png 768w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/compute-optimized-123x68.png 123w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/compute-optimized-142x78.png 142w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/compute-optimized-317x175.png 317w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/compute-optimized-511x282.png 511w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/compute-optimized-332x183.png 332w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/compute-optimized-26x14.png 26w\" sizes=\"(max-width: 876px) 100vw, 876px\" \/><\/figure><\/div>\n\n\n\n<ul><li><strong>Ma\u0219ini optimizate pentru accelerator. <\/strong>Acestea sunt proiectate pentru cele mai grele sarcini de lucru, cum ar fi \u00eenv\u0103\u021barea automat\u0103 \u0219i calculul de \u00eenalt\u0103 performan\u021b\u0103. Ei folosesc GPU-ul NVIDIA\u00ae Ampere A100 Tensor Core, cu performan\u021be de calcul de zeci de ori mai mari dec\u00e2t un procesor obi\u0219nuit. Sunt ma\u0219ini cu simbolul A2.<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img width=\"863\" height=\"454\" src=\"https:\/\/fotc.com\/app\/uploads\/2023\/05\/accel-optim.png\" alt=\"\" class=\"wp-image-116092\" srcset=\"https:\/\/fotc.com\/app\/uploads\/2023\/05\/accel-optim.png 863w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/accel-optim-300x158.png 300w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/accel-optim-768x404.png 768w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/accel-optim-123x65.png 123w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/accel-optim-142x75.png 142w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/accel-optim-333x175.png 333w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/accel-optim-536x282.png 536w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/accel-optim-348x183.png 348w, https:\/\/fotc.com\/app\/uploads\/2023\/05\/accel-optim-26x14.png 26w\" sizes=\"(max-width: 863px) 100vw, 863px\" \/><\/figure>\n\n\n\n<p>Instan\u021bele disponibile \u00een Google Cloud sunt preconfigurate, astfel \u00eenc\u00e2t s\u0103 petrece\u021bi c\u00e2t mai pu\u021bin timp set\u00e2ndu-le parametrii. Cu toate acestea, ave\u021bi \u0219i diverse op\u021biuni de configurare, cum ar fi schimbarea nivelului CPU, ad\u0103ugarea unui GPU sau TPU, cre\u0219terea sau sc\u0103derea memoriei \u0219i selectarea discurilor sau a sistemelor de operare.<\/p>\n\n\n\n<h2>Costurile pentru Compute Engine<\/h2>\n\n\n\n<p>Pentru Compute Engine, similar cu alte servicii cloud, facturarea se face \u00een func\u021bie de consum &#8211; modelul pay-per-use. \u00cen cazul platformei de ma\u0219ini virtuale GCE, costurile sunt taxate la secund\u0103. Pre\u021bul final depinde nu numai de timpul de func\u021bionare al ma\u0219inii, ci \u0219i de specifica\u021biile acestuia, tipul discului sau nivelul de utilizare a re\u021belei. Costul estimat al utiliz\u0103rii serviciului poate fi calculat cu <a href=\"https:\/\/cloud.google.com\/products\/calculator\" class=\"ek-link\">instrumentul de pre\u021buri Google Cloud.<\/a><\/p>\n\n\n\n<h3>Reduceri de costuri valabile pentru Compute Engine<\/h3>\n\n\n\n<p>Oferta Google Cloud include limite lunare gratuite pentru utilizarea anumitor servicii cloud. Acestea includ Compute Engine:<\/p>\n\n\n\n<ul><li>cu o ma\u0219in\u0103 e2-micro \u00een regiunile us-west1 (Oregon), us-central1 (Iowa) \u0219i us-east1 (South Carolina),<\/li><li>un spa\u021biu de stocare de 30 GB pe lun\u0103 per instan\u021b\u0103,<\/li><li>5 GB de spa\u021biu de stocare pe lun\u0103 pentru instan\u021be din regiunile us-west1 (Oregon), us-central1 (Iowa), us-east1 (Carolina de Sud), asia-east1 (Taiwan) \u0219i europe-west1 (Belgia),<\/li><li>\u0219i 1 GB de trafic outbound pe lun\u0103 din regiunile din America de Nord c\u0103tre toate destina\u021biile, cu excep\u021bia China \u0219i Australia.<\/li><\/ul>\n\n\n\n<p>O alt\u0103 modalitate de a reduce din costul utiliz\u0103rii puterii de calcul \u0219i a memoriei MV Google Cloud este reducerea utiliz\u0103rii angajamentului. Strategia func\u021bioneaz\u0103 foarte bine pentru proiectele care utilizeaz\u0103 serviciul cloud pentru o perioad\u0103 lung\u0103 de timp.<\/p>\n\n\n\n<p>Reducerea se bazeaz\u0103 pe un angajament de utilizare fix\u0103 pe lun\u0103 \u200b\u200ba resurselor. Valoarea reducerii primite depinde de mai mul\u021bi factori:<\/p>\n\n\n\n<ul><li><strong>durata angajamentului (unul sau trei ani),<\/strong><\/li><li><strong>familia de ma\u0219ini selectat\u0103,<\/strong><\/li><li><strong>cantitatea indicat\u0103 de consum lunar de vCPU \u0219i RAM,<\/strong><\/li><li><strong>spa\u021biul de pe disc,<\/strong><\/li><li><strong>sau regiunea \u00een care este lansat serviciul.<\/strong><\/li><\/ul>\n\n\n\n<p>Reducerea poate atinge \u0219i 70% discount pentru ma\u0219inile cu memorie optimizat\u0103 \u0219i 57% discount pentru alte ma\u0219ini virtuale.<\/p>\n\n\n\n<p>Reducerile pentru utilizare sus\u021binut\u0103 sunt acordate automat; cu c\u00e2t ma\u0219inile func\u021bioneaz\u0103 continuu mai mult \u00een timpul lunii, cu at\u00e2t este mai mare reducerea. C\u00e2nd resursele sunt utilizate mai mult de un sfert de lun\u0103, Compute Engine aloc\u0103 o reducere pentru fiecare minut \u00een care ruleaz\u0103 o instan\u021b\u0103 \u2013 p\u00e2n\u0103 la 30% pentru ma\u0219inile N1 \u0219i p\u00e2n\u0103 la 20% pentru ma\u0219inile N2. Reducerea SUD nu se aplic\u0103 aparatelor E2 \u0219i A2.<\/p>\n\n\n\n<p>Aprofunda\u021bi subiectul \u0219i cu alte lecturi:<\/p>\n\n\n\n<ul><li><a href=\"https:\/\/fotc.com\/ro\/blog\/strategia-de-migrare-in-cloud\/\" class=\"ek-link\"><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Ce presupune strategia de migrare \u00een cloud?<\/mark><\/strong><\/a><\/li><li><a href=\"https:\/\/fotc.com\/ro\/blog\/machine-learning\/\" class=\"ek-link\"><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Machine learning &#8211; de ce conteaz\u0103?<\/mark><\/strong><\/a><\/li><li><a href=\"https:\/\/fotc.com\/ro\/blog\/high-availability\/\" class=\"ek-link\"><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Ce este High Availability \u0219i cum se poate implementa?<\/mark><\/strong><\/a><\/li><\/ul>\n\n\n\n<h2>De ce ar opta compania voastr\u0103 pentru serviciul Google Compute Engine?<\/h2>\n\n\n\n<ol type=\"1\"><li><strong>Eficien\u021ba costurilor.<\/strong> Contrat cu gestionarea unei infrastructuri on premise, Compute Engine v\u0103 ofer\u0103 posibilitatea de a pl\u0103ti doar ce consuma\u021bi, asigur\u00e2ndu-v\u0103 c\u0103 singurele costuri sunt cele generate de resursele folosite.<\/li><li><strong>Siguran\u021b\u0103 \u0219i disponibilitate.<\/strong> Compute Engine este un serviciu girat de Google, care ofer\u0103 un SLA de func\u021bionare de 99%, garant\u00e2nd c\u0103 aplica\u021biile sunt accesibile consumatorilor non-stop.<\/li><li><strong>Scalabilitate \u0219i flexilibitate.<\/strong> Unul dintre avantajele competitive ale Compute Engine este abilitatea de a scala f\u0103r\u0103 efort resurse. Indiferent dac\u0103 afacerea dvs. se confrunt\u0103 cu cre\u0219teri neprev\u0103zute de traficul sau necesit\u0103 performan\u021b\u0103 ridicat\u0103 \u00een mod constant, capabilit\u0103\u021bile de autoscaling ale Compute Engine asigur\u0103 c\u0103 infrastructura se adapteaz\u0103 perfect pentru a r\u0103spunde nevoilor interne \u0219i externe.<\/li><li><strong>Migrarea f\u0103r\u0103 probleme a datelor.<\/strong> Migrarea datelor de pe servere fizice \u00een cloud este un proces u\u0219or, eficient, unde lucrul cu un partener Google precum <a href=\"https:\/\/fotc.com\/ro\/contact\/\" class=\"ek-link\">FOTC Rom\u00e2nia<\/a> poate fi un real avantaj.<\/li><\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Companiile se confrunt\u0103 cu o presiune din ce \u00een ce mai mare pentru a folosi tehnologiile de ultim\u0103 or\u0103 \u0219i pentru a ob\u021bine un avantaj competitiv. Tehnologia cloud-ul a schimbat pia\u021ba, oferind scalabilitate, flexibilitate \u0219i eficien\u021b\u0103 a costurilor la standarde f\u0103r\u0103 precedent. Unul dintre cei mai importan\u021bi furnizori de servicii cloud, Google Cloud se afl\u0103 &hellip; <a href=\"https:\/\/fotc.com\/ro\/blog\/compute-engine\/\">Continued<\/a><\/p>\n","protected":false},"author":19,"featured_media":116024,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_editorskit_title_hidden":false,"_editorskit_reading_time":5,"_editorskit_typography_data":[],"_editorskit_blocks_typography":"","_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}"},"categories":[562],"tags":[1038,695],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v16.7 (Yoast SEO v19.6) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Compute Engine \u2013 ma\u0219ini virtuale \u00een Google Cloud | FOTC<\/title>\n<meta name=\"description\" content=\"Descoperi\u021bi poten\u021bialul Compute Engine - o platform\u0103 de ma\u0219ini virtuale \u00een Google Cloud, furnizat\u0103 \u00een modelul Infrastructure as a Service.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fotc.com\/ro\/blog\/compute-engine\/\" \/>\n<meta property=\"og:locale\" content=\"ro_RO\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Compute Engine \u2013 ma\u0219ini virtuale \u00een Google Cloud | FOTC\" \/>\n<meta property=\"og:description\" content=\"Descoperi\u021bi poten\u021bialul Compute Engine - 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