{"id":3405,"date":"2025-07-01T17:36:37","date_gmt":"2025-07-01T09:36:37","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=3405"},"modified":"2025-07-01T17:36:37","modified_gmt":"2025-07-01T09:36:37","slug":"a-comprehensive-analysis-of-aws-gpu-pricing-key-cost-considerations","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/ko\/aws-gpu-\uac00\uaca9-\uc8fc\uc694-\ube44\uc6a9-\uace0\ub824-\uc0ac\ud56d\uc5d0-\ub300\ud55c-\ud3ec\uad04\uc801-\ubd84\uc11d\/","title":{"rendered":"AWS GPU \uac00\uaca9 \uc124\uba85: \uc8fc\uc694 \ube44\uc6a9 \uace0\ub824 \uc0ac\ud56d"},"content":{"rendered":"<p>\uc778\uacf5\uc9c0\ub2a5, \ub525\ub7ec\ub2dd, \uadf8\ub798\ud53d \ub80c\ub354\ub9c1\uacfc \uac19\uc740 \uace0\uc131\ub2a5 \ucef4\ud4e8\ud305 \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c GPU\ub294 \ucef4\ud4e8\ud305 \ud30c\uc6cc\uc758 \ud575\uc2ec\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. AI\uc640 \ub300\uaddc\ubaa8 \ubaa8\ub378\uc5d0 \ub300\ud55c \uc218\uc694\uac00 \uae09\uc99d\ud568\uc5d0 \ub530\ub77c \uae30\uc5c5\ub4e4\uc740 AWS GPU \uc778\uc2a4\ud134\uc2a4\ub97c \uc120\ud0dd\ud558\ub294 \uacbd\ud5a5\uc774 \ucee4\uc9c0\uace0 \uc788\uc73c\uba70, \ube44\uc6a9 \ub610\ud55c \uc911\uc694\ud55c \uace0\ub824 \uc0ac\ud56d\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 AWS GPU \uc778\uc2a4\ud134\uc2a4 \uc720\ud615\uacfc \uac00\uaca9 \uad6c\uc870\ub97c \uac04\ub7b5\ud558\uac8c \ubd84\uc11d\ud558\uace0, AWS \uacf5\uc778 \uc5d0\uc774\uc804\ud2b8\ub85c\uc11c \uae30\uc5c5\uc774 \ucef4\ud4e8\ud305 \ud30c\uc6cc\uc640 \ube44\uc6a9\uc758 \uade0\ud615\uc744 \ucc3e\uc744 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud558\ub294 \uc9c0\uc6d0 \uc11c\ube44\uc2a4\ub97c \uc18c\uac1c\ud569\ub2c8\ub2e4.<\/p>\n<p>AWS\ub294 \ud604\uc7ac GPU \uc778\uc2a4\ud134\uc2a4\uc758 4\uac00\uc9c0 \uc8fc\uc694 \ubc94\uc8fc\ub97c \ud64d\ubcf4\ud569\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>P \uc2dc\ub9ac\uc988<\/strong>(\uc608: P4 \ubc0f P5): NVIDIA A100\uc744 \ud0d1\uc7ac\ud558\uc5ec \ub300\uaddc\ubaa8 \ubaa8\ub378 \ud559\uc2b5\uc5d0 \uc801\ud569\ud568<\/li>\n<li><strong>G \uc2dc\ub9ac\uc988<\/strong>(\uc608: G5): A10G \uc7a5\ucc29, \ucd94\ub860 \ubc0f \uadf8\ub798\ud53d \ub80c\ub354\ub9c1\uc5d0 \uc801\ud569, \ube44\uc6a9 \ub300\ube44 \uc131\ub2a5\uc774 \ub192\uc74c;<\/li>\n<li><strong>\ubcf4\ubcd1 \uc2dc\ub9ac\uc988<\/strong>: AWS\uac00 \uc790\uccb4 \uac1c\ubc1c\ud55c Inferentia \uce69\uc740 \ucd94\ub860\uc744 \uc704\ud574 \ud2b9\ubcc4\ud788 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>Trn \uc2dc\ub9ac\uc988<\/strong>\uff1aTrainium \uce69\uc744 \uae30\ubc18\uc73c\ub85c \ub300\uaddc\ubaa8 \uad50\uc721 \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>GPU \uc778\uc2a4\ud134\uc2a4 \uac00\uaca9\uc740 \uc5ec\ub7ec \uc694\uc778\uc758 \uc601\ud5a5\uc744 \ubc1b\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\uc0ac\uc6a9\ub7c9\uc5d0 \ub530\ub77c \uc9c0\ubd88<\/strong>: \uac00\uc7a5 \uc720\uc5f0\ud558\uc9c0\ub9cc \uac00\uc7a5 \ube44\uc309\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \uc2dc\uac04\ub2f9 \uc57d $32.77\uc778 P4d\uc640 \uac19\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uc608\uc57d \uc778\uc2a4\ud134\uc2a4\/\uc800\ucd95 \ud50c\ub79c<\/strong>: \uc790\uc6d0\uc744 \uc608\ube44\ud558\uc5ec \ucd5c\ub300 72%\uae4c\uc9c0 \uc808\uc57d\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\uc2a4\ud31f \uc778\uc2a4\ud134\uc2a4<\/strong>: \uc720\ud734 \uc6a9\ub7c9\uc744 \uae30\uc900\uc73c\ub85c \ud560\uc778\uc740 90%\uc5d0 \ub3c4\ub2ec\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub294 \uc911\ub2e8 \ud5c8\uc6a9 \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ud0c4\uc131 \ucd94\ub860<\/strong>: \uc77c\ubd80 \uc791\uc5c5\uc758 \uc778\uc2a4\ud134\uc2a4\uc5d0 \ub300\ud574 \uc800\ube44\uc6a9 \ucd94\ub860 \uac00\uc18d\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\ub610\ud55c, GPU \uc778\uc2a4\ud134\uc2a4\ub294 \uc77c\ubc18\uc801\uc73c\ub85c EBS \ub610\ub294 S3 \uc2a4\ud1a0\ub9ac\uc9c0\uc640 \ud568\uaed8 \uc0ac\uc6a9\ud574\uc57c \ud558\uba70, \ub370\uc774\ud130 \uc804\uc1a1\uc5d0\ub3c4 \ucd94\uac00 \ube44\uc6a9\uc774 \ubc1c\uc0dd\ud569\ub2c8\ub2e4. \uc804\uccb4 \ube44\uc6a9\uc744 \uc808\uac10\ud558\ub824\uba74 \uc791\uc5c5 \uc720\ud615\uc5d0 \ub530\ub77c \uc801\uc808\ud55c \uc778\uc2a4\ud134\uc2a4\ub97c \uc120\ud0dd\ud558\uace0 Spot, RI, SageMaker\uc640 \uac19\uc740 \uc11c\ube44\uc2a4\ub97c \uc720\uc5f0\ud558\uac8c \uacb0\ud569\ud558\uc5ec \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1\uc744 \uad6c\ud604\ud558\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub85c\uceec \ubc30\ud3ec\uc640 \ube44\uad50\ud588\uc744 \ub54c AWS GPU\ub294 \uc0ac\uc804 \ud558\ub4dc\uc6e8\uc5b4 \ud22c\uc790\uac00 \ud544\uc694\ud558\uc9c0 \uc54a\uc73c\uba70, \ud0c4\ub825\uc801\uc778 \ud655\uc7a5, \uc790\ub3d9 \uc720\uc9c0 \uad00\ub9ac \ubc0f \uc9c0\uc18d\uc801\uc778 \uc5c5\uadf8\ub808\uc774\ub4dc\ub77c\ub294 \uc7a5\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub610\ud55c A100 \ubc0f H100\uacfc \uac19\uc740 \uc8fc\uc694 GPU \ub9ac\uc18c\uc2a4\uc5d0 \ube60\ub974\uac8c \uc561\uc138\uc2a4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud074\ub77c\uc6b0\ub4dc\uc5d0\uc11c \uacf5\uc2dd\uc801\uc73c\ub85c \uc2b9\uc778\ub41c AWS \uc5d0\uc774\uc804\ud2b8\ub85c\uc11c, \uc6b0\ub9ac\ub294 \uae30\uc5c5\uc774 AI \ucef4\ud4e8\ud305 \uc791\uc5c5\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \ubc30\ud3ec\ud560 \uc218 \uc788\ub3c4\ub85d GPU \uc778\uc2a4\ud134\uc2a4 \uc120\ud0dd \uad8c\uc7a5 \uc0ac\ud56d, \ube44\uc6a9 \ucd94\uc815, \uc808\uac10 \uacc4\ud68d \uad6c\uc131, MDF \uc790\uae08 \uc9c0\uc6d0 \uc2e0\uccad \ubc0f \uae30\uc220 \ub9ac\uc18c\uc2a4 \ub3c4\ud0b9\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud398\uc774\uc9c0 \ud558\ub2e8\uc758 QR \ucf54\ub4dc\ub97c \uc2a4\uce94\ud558\uc5ec \ubb38\uc758\ud558\uc2dc\uace0 \ub9de\ucda4\ud615 GPU \ud074\ub77c\uc6b0\ub4dc \uc194\ub8e8\uc158\uc744 \ubc1b\uc544\ubcf4\uc138\uc694!<\/p>","protected":false},"excerpt":{"rendered":"<p>\uc778\uacf5\uc9c0\ub2a5, \ub525\ub7ec\ub2dd, \uadf8\ub798\ud53d \ub80c\ub354\ub9c1\uacfc \uac19\uc740 \uace0\uc131\ub2a5 \ucef4\ud4e8\ud305 \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c GPU\ub294 \ucef4\ud4e8\ud305 \ud30c\uc6cc\uc758 \ud575\uc2ec\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. AI\uc640 \ub300\uaddc\ubaa8 \ubaa8\ub378\uc5d0 \ub300\ud55c \uc218\uc694\uac00 \uae09\uc99d\ud568\uc5d0 \ub530\ub77c \uae30\uc5c5\ub4e4\uc740 AWS GPU \uc778\uc2a4\ud134\uc2a4\ub97c \uc120\ud0dd\ud558\ub294 \uacbd\ud5a5\uc774 \ucee4\uc9c0\uace0 \uc788\uc73c\uba70, \ube44\uc6a9 \ub610\ud55c \uc911\uc694\ud55c \uace0\ub824 \uc0ac\ud56d\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 AWS GPU \uc778\uc2a4\ud134\uc2a4 \uc720\ud615\uacfc \uac00\uaca9 \uad6c\uc870\ub97c \uac04\ub7b5\ud558\uac8c \ubd84\uc11d\ud558\uace0, AWS \uacf5\uc778 \uc5d0\uc774\uc804\ud2b8\ub85c\uc11c \uae30\uc5c5\uc774 \ucef4\ud4e8\ud305 \ud30c\uc6cc\uc640 \ube44\uc6a9\uc758 \uade0\ud615\uc744 \ucc3e\uc744 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud558\ub294 \uc9c0\uc6d0 \uc11c\ube44\uc2a4\ub97c \uc18c\uac1c\ud569\ub2c8\ub2e4.<\/p>","protected":false},"author":1,"featured_media":3406,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[65],"tags":[],"class_list":["post-3405","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technical-sharing"],"_links":{"self":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts\/3405","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/comments?post=3405"}],"version-history":[{"count":0,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts\/3405\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/media\/3406"}],"wp:attachment":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/media?parent=3405"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/categories?post=3405"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/tags?post=3405"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}