Mercurial > hg > Papers > 2021 > mk-thesis
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author | Ken Miyahira <e175733@ie.u-ryukyu.ac.jp> |
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date | Fri, 12 Feb 2021 23:49:40 +0900 |
parents | 47a9b8bf069b |
children | d0b469710cb2 |
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67 <h1>研究目的</h1> | 67 <h1>研究目的</h1> |
68 <ul> | 68 <ul> |
69 <li>情報通信技術の普及に伴い学ぶことが増えている</li> | 69 <li>情報通信技術の普及に伴い学ぶことが増えている</li> |
70 <li>その学習環境として、Virtual MachineやContainerがある | 70 <li>その学習環境として、Virtual MachineやContainerがある |
71 <ul> | 71 <ul> |
72 <li>高性能なPC</li> | 72 <li>実行には高性能なPCが必要な場合がある</li> |
73 <li>クラウドサービス | 73 <li>クラウドサービスもあるが、無料だと制限がある</li> |
74 <ul> | 74 </ul> |
75 <li>無料だと制限がある</li> | 75 </li> |
76 </ul> | 76 <li>学生の学習環境として、コストを支払う必要のない環境を提供したい</li> |
77 </li> | 77 <li>今年度はシステム更新があり、新しくSSDとGPUが搭載される |
78 <ul> | |
79 <li>リソースを最大限利用できる教育情報システムが必要となる</li> | |
78 </ul> | 80 </ul> |
79 </li> | 81 </li> |
80 </ul> | 82 </ul> |
81 </section> | 83 </section> |
82 </foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="3" data-paginate="true" data-class="slide" data-theme="default" data-style="section { | 84 </foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="3" data-paginate="true" data-class="slide" data-theme="default" data-style="section { |
203 position: absolute; | 205 position: absolute; |
204 left: 50px; top: 35px; | 206 left: 50px; top: 35px; |
205 } | 207 } |
206 " class="slide" data-marpit-pagination="6" data-marpit-pagination-total="32" style="--paginate:true;--class:slide;--theme:default; | 208 " class="slide" data-marpit-pagination="6" data-marpit-pagination-total="32" style="--paginate:true;--class:slide;--theme:default; |
207 ;"> | 209 ;"> |
208 <h1>オンプレミス環境</h1> | 210 <h1>教育情報システムの要件</h1> |
209 <ul> | 211 <ul> |
210 <li>汎用サーバ x 4</li> | 212 <li>マルチユーザに対応 |
211 <li>ディスクサーバ x 2</li> | 213 <ul> |
212 </ul> | 214 <li>本コースの学生、教員に対応する必要がある</li> |
213 <table> | 215 </ul> |
214 <thead> | 216 </li> |
215 <tr> | 217 <li>学生がサーバのリソースを利用できる環境</li> |
216 <th style="text-align:center"></th> | 218 <li>手間が少なく利用できる環境</li> |
217 <th style="text-align:center"></th> | 219 <li>信頼性の高いファイルシステム</li> |
218 </tr> | 220 </ul> |
219 </thead> | |
220 <tbody> | |
221 <tr> | |
222 <td style="text-align:center">CPU</td> | |
223 <td style="text-align:center">Intel Xeon Gold 6238 (2.10GHz/22Core)</td> | |
224 </tr> | |
225 <tr> | |
226 <td style="text-align:center">GPU</td> | |
227 <td style="text-align:center">Nvidia Tesla V100S</td> | |
228 </tr> | |
229 <tr> | |
230 <td style="text-align:center">メモリ</td> | |
231 <td style="text-align:center">512GB</td> | |
232 </tr> | |
233 <tr> | |
234 <td style="text-align:center">SAS SSD</td> | |
235 <td style="text-align:center">5TB</td> | |
236 </tr> | |
237 <tr> | |
238 <td style="text-align:center">NVMe SSD</td> | |
239 <td style="text-align:center">1.5TB</td> | |
240 </tr> | |
241 </tbody> | |
242 </table> | |
243 </section> | 221 </section> |
244 </foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="7" data-paginate="true" data-class="slide" data-theme="default" data-style="section { | 222 </foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="7" data-paginate="true" data-class="slide" data-theme="default" data-style="section { |
245 background-color: #FFFFFF; | 223 background-color: #FFFFFF; |
246 font-size: 28px; | 224 font-size: 28px; |
247 color: #4b4b4b; | 225 color: #4b4b4b; |
302 } | 280 } |
303 " class="slide" data-marpit-pagination="8" data-marpit-pagination-total="32" style="--paginate:true;--class:slide;--theme:default; | 281 " class="slide" data-marpit-pagination="8" data-marpit-pagination-total="32" style="--paginate:true;--class:slide;--theme:default; |
304 ;"> | 282 ;"> |
305 <h1>コンテナ環境の導入</h1> | 283 <h1>コンテナ環境の導入</h1> |
306 <ul> | 284 <ul> |
307 <li>要件としてマルチユーザであり、GPUが利用できるなどがある</li> | 285 <li>マルチユーザで利用できるPodman、Singularityを導入する</li> |
308 <li>そこで、Podman、Singularityを導入する</li> | |
309 <li>Podman | 286 <li>Podman |
310 <ul> | 287 <ul> |
311 <li>rootlessで利用できる</li> | 288 <li>rootlessで利用できる</li> |
312 <li>nvidia-dockerの設定を行えばGPUを利用できる</li> | 289 <li>nvidia-dockerの設定を行えばGPUを利用できる</li> |
313 </ul> | 290 </ul> |
348 <h1>コンテナエンジンの補い</h1> | 325 <h1>コンテナエンジンの補い</h1> |
349 <ul> | 326 <ul> |
350 <li> | 327 <li> |
351 <p>Podman</p> | 328 <p>Podman</p> |
352 <ul> | 329 <ul> |
353 <li>イメージの作成やコンテナの作成が遅い | 330 <li>イメージの作成やコンテナの作成が遅い</li> |
354 <ul> | |
355 <li>Podmanがまだ開発段階</li> | |
356 </ul> | |
357 </li> | |
358 <li>rootlessでは実行できない機能がある | 331 <li>rootlessでは実行できない機能がある |
359 <ul> | 332 <ul> |
360 <li>IPアドレスの割り当て</li> | 333 <li>IPアドレスの割り当て</li> |
361 </ul> | 334 </ul> |
362 </li> | 335 </li> |
1067 <p>実験概要</p> | 1040 <p>実験概要</p> |
1068 <ul> | 1041 <ul> |
1069 <li>イメージのBuild速度を比較する</li> | 1042 <li>イメージのBuild速度を比較する</li> |
1070 </ul> | 1043 </ul> |
1071 </li> | 1044 </li> |
1072 <li> | 1045 </ul> |
1073 <p>Build速度の比較</p> | 1046 <pre><code class="language-Dockerfile"><svg data-marp-fitting="svg" data-marp-fitting-code><foreignObject><span data-marp-fitting-svg-content><span data-marp-fitting-svg-content-wrap><span class="hljs-keyword">FROM</span> ubuntu:<span class="hljs-number">20.04</span> |
1047 <span class="hljs-keyword">RUN</span><span class="bash"> apt-get update && \ | |
1048 apt-get upgrade -y</span> | |
1049 </span></span></foreignObject></svg></code></pre> | |
1050 <ul> | |
1051 <li>Build速度の比較 | |
1074 <ul> | 1052 <ul> |
1075 <li>Docker</li> | 1053 <li>Docker</li> |
1076 <li>Podman (rootless)</li> | 1054 <li>Podman (rootless)</li> |
1077 <li>ie-podman</li> | 1055 <li>ie-podman</li> |
1078 </ul> | 1056 </ul> |
1079 </li> | 1057 </li> |
1080 </ul> | 1058 </ul> |
1081 </section> | 1059 </section> |
1082 </foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="28" data-paginate="true" data-class="slide" data-theme="default" data-style="section { | 1060 </foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section data-paginate="true" data-class="slide" data-theme="default" data-style="section { |
1083 background-color: #FFFFFF; | 1061 background-color: #FFFFFF; |
1084 font-size: 28px; | 1062 font-size: 28px; |
1085 color: #4b4b4b; | 1063 color: #4b4b4b; |
1086 font-family: "Arial", "Hiragino Maru Gothic ProN"; | 1064 font-family: "Arial", "Hiragino Maru Gothic ProN"; |
1087 } | 1065 } |
1097 section.slide h1 { | 1075 section.slide h1 { |
1098 position: absolute; | 1076 position: absolute; |
1099 left: 50px; top: 35px; | 1077 left: 50px; top: 35px; |
1100 } | 1078 } |
1101 " class="slide" data-marpit-pagination="28" data-marpit-pagination-total="32" style="--paginate:true;--class:slide;--theme:default; | 1079 " class="slide" data-marpit-pagination="28" data-marpit-pagination-total="32" style="--paginate:true;--class:slide;--theme:default; |
1102 ;"> | 1080 ;" data-marpit-advanced-background="background"><div data-marpit-advanced-background-container="true" data-marpit-advanced-background-direction="horizontal"><figure style="background-image:url("images/container2.png");background-size:70%;"></figure></div></section></foreignObject><foreignObject width="1280" height="720"><section id="28" data-paginate="true" data-class="slide" data-theme="default" data-style="section { |
1081 background-color: #FFFFFF; | |
1082 font-size: 28px; | |
1083 color: #4b4b4b; | |
1084 font-family: "Arial", "Hiragino Maru Gothic ProN"; | |
1085 } | |
1086 | |
1087 section.title { | |
1088 font-size: 40px; | |
1089 padding: 40px; | |
1090 } | |
1091 section.title h1 { | |
1092 text-align: center; | |
1093 } | |
1094 | |
1095 section.slide h1 { | |
1096 position: absolute; | |
1097 left: 50px; top: 35px; | |
1098 } | |
1099 " class="slide" data-marpit-pagination="28" data-marpit-pagination-total="32" style="--paginate:true;--class:slide;--theme:default; | |
1100 ;" data-marpit-advanced-background="content"> | |
1103 <h1>ie-podmanの評価 2/3</h1> | 1101 <h1>ie-podmanの評価 2/3</h1> |
1104 <pre><code class="language-Dockerfile"><svg data-marp-fitting="svg" data-marp-fitting-code><foreignObject><span data-marp-fitting-svg-content><span data-marp-fitting-svg-content-wrap><span class="hljs-keyword">FROM</span> ubuntu:<span class="hljs-number">18.04</span> | 1102 </section> |
1105 <span class="hljs-keyword">RUN</span><span class="bash"> apt-get update && \ | 1103 </foreignObject><foreignObject width="1280" height="720" data-marpit-advanced-background="pseudo"><section class="slide" style="" data-marpit-advanced-background="pseudo" data-marpit-pagination="28" data-marpit-pagination-total="32"></section></foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="29" data-paginate="true" data-class="slide" data-theme="default" data-style="section { |
1106 apt-get upgrade -y && \ | |
1107 DEBIAN_FRONTEND=noninteractive \ | |
1108 apt-get install -y \ | |
1109 qemu-utils qemu-efi-aarch64 \ | |
1110 qemu-system-arm qemu-system-x86 \ | |
1111 build-essential uuid-dev \ | |
1112 git python iasl wget vim nasm && \ | |
1113 DEBIAN_FRONTEND=noninteractive \ | |
1114 apt-get install -y \ | |
1115 crossbuild-essential-armhf</span> | |
1116 | |
1117 <span class="hljs-keyword">WORKDIR</span><span class="bash"> /workdir</span> | |
1118 <span class="hljs-keyword">RUN</span><span class="bash"> git <span class="hljs-built_in">clone</span> --recursive https://github.com/tianocore/edk2 && \ | |
1119 wget https://sourceforge.net/projects/gnu-efi/files/gnu-efi-3.0.12.tar.bz2/download && \ | |
1120 tar xf download</span> | |
1121 </span></span></foreignObject></svg></code></pre> | |
1122 </section> | |
1123 </foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section data-paginate="true" data-class="slide" data-theme="default" data-style="section { | |
1124 background-color: #FFFFFF; | 1104 background-color: #FFFFFF; |
1125 font-size: 28px; | 1105 font-size: 28px; |
1126 color: #4b4b4b; | 1106 color: #4b4b4b; |
1127 font-family: "Arial", "Hiragino Maru Gothic ProN"; | 1107 font-family: "Arial", "Hiragino Maru Gothic ProN"; |
1128 } | 1108 } |
1138 section.slide h1 { | 1118 section.slide h1 { |
1139 position: absolute; | 1119 position: absolute; |
1140 left: 50px; top: 35px; | 1120 left: 50px; top: 35px; |
1141 } | 1121 } |
1142 " class="slide" data-marpit-pagination="29" data-marpit-pagination-total="32" style="--paginate:true;--class:slide;--theme:default; | 1122 " class="slide" data-marpit-pagination="29" data-marpit-pagination-total="32" style="--paginate:true;--class:slide;--theme:default; |
1143 ;" data-marpit-advanced-background="background"><div data-marpit-advanced-background-container="true" data-marpit-advanced-background-direction="horizontal"><figure style="background-image:url("images/container.png");background-size:70%;"></figure></div></section></foreignObject><foreignObject width="1280" height="720"><section id="29" data-paginate="true" data-class="slide" data-theme="default" data-style="section { | 1123 ;"> |
1144 background-color: #FFFFFF; | |
1145 font-size: 28px; | |
1146 color: #4b4b4b; | |
1147 font-family: "Arial", "Hiragino Maru Gothic ProN"; | |
1148 } | |
1149 | |
1150 section.title { | |
1151 font-size: 40px; | |
1152 padding: 40px; | |
1153 } | |
1154 section.title h1 { | |
1155 text-align: center; | |
1156 } | |
1157 | |
1158 section.slide h1 { | |
1159 position: absolute; | |
1160 left: 50px; top: 35px; | |
1161 } | |
1162 " class="slide" data-marpit-pagination="29" data-marpit-pagination-total="32" style="--paginate:true;--class:slide;--theme:default; | |
1163 ;" data-marpit-advanced-background="content"> | |
1164 <h1>ie-podmanの評価 3/3</h1> | 1124 <h1>ie-podmanの評価 3/3</h1> |
1165 </section> | 1125 <ul> |
1166 </foreignObject><foreignObject width="1280" height="720" data-marpit-advanced-background="pseudo"><section class="slide" style="" data-marpit-advanced-background="pseudo" data-marpit-pagination="29" data-marpit-pagination-total="32"></section></foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="30" data-paginate="true" data-class="slide" data-theme="default" data-style="section { | 1126 <li>Rootlessは<code>syscall</code>が複数呼ばれている |
1127 <ul> | |
1128 <li>そのため、イメージの作成が遅いのではないか</li> | |
1129 </ul> | |
1130 </li> | |
1131 <li>左がrootless、右がrootfull</li> | |
1132 </ul> | |
1133 <p><img src="images/syscall.png" alt="height:325" style="height:325px;" /></p> | |
1134 </section> | |
1135 </foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="30" data-paginate="true" data-class="slide" data-theme="default" data-style="section { | |
1167 background-color: #FFFFFF; | 1136 background-color: #FFFFFF; |
1168 font-size: 28px; | 1137 font-size: 28px; |
1169 color: #4b4b4b; | 1138 color: #4b4b4b; |
1170 font-family: "Arial", "Hiragino Maru Gothic ProN"; | 1139 font-family: "Arial", "Hiragino Maru Gothic ProN"; |
1171 } | 1140 } |
1265 </ul> | 1234 </ul> |
1266 </li> | 1235 </li> |
1267 </ul> | 1236 </ul> |
1268 </section> | 1237 </section> |
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1240 # オンプレミス環境 | |
1241 | |
1242 - 汎用サーバ x 4 | |
1243 - ディスクサーバ x 2 | |
1244 | |
1245 | | | | |
1246 | :---: | :---: | | |
1247 | CPU | Intel Xeon Gold 6238 (2.10GHz/22Core) | | |
1248 | GPU | Nvidia Tesla V100S | | |
1249 | メモリ | 512GB | | |
1250 | SAS SSD | 5TB | | |
1251 | NVMe SSD | 1.5TB |</p></div><script>!function(){"use strict";var e=function(e,t){var n,r=1===(e.parent||e).nodeType?e.parent||e:document.querySelector(e.parent||e),s=[].filter.call("string"==typeof e.slides?r.querySelectorAll(e.slides):e.slides||r.children,(function(e){return"SCRIPT"!==e.nodeName})),a={},i=function(e,t){return(t=t||{}).index=s.indexOf(e),t.slide=e,t},o=function(e,t){a[e]=(a[e]||[]).filter((function(e){return e!==t}))},l=function(e,t){return(a[e]||[]).reduce((function(e,n){return e&&!1!==n(t)}),!0)},c=function(e,t){s[e]&&(n&&l("deactivate",i(n,t)),n=s[e],l("activate",i(n,t)))},d=function(e,t){var r=s.indexOf(n)+e;l(e>0?"next":"prev",i(n,t))&&c(r,t)},u={off:o,on:function(e,t){return(a[e]||(a[e]=[])).push(t),o.bind(null,e,t)},fire:l,slide:function(e,t){if(!arguments.length)return s.indexOf(n);l("slide",i(s[e],t))&&c(e,t)},next:d.bind(null,1),prev:d.bind(null,-1),parent:r,slides:s,destroy:function(e){l("destroy",i(n,e)),a={}}};return(t||[]).forEach((function(e){e(u)})),n||c(0),u};function t(e){e.parent.classList.add("bespoke-marp-parent"),e.slides.forEach((e=>e.classList.add("bespoke-marp-slide"))),e.on("activate",(t=>{const n=t.slide,r=!n.classList.contains("bespoke-marp-active");e.slides.forEach((e=>{e.classList.remove("bespoke-marp-active"),e.setAttribute("aria-hidden","true")})),n.classList.add("bespoke-marp-active"),n.removeAttribute("aria-hidden"),r&&(n.classList.add("bespoke-marp-active-ready"),document.body.clientHeight,n.classList.remove("bespoke-marp-active-ready"))}))}function n(e){let t=0,n=0;Object.defineProperty(e,"fragments",{enumerable:!0,value:e.slides.map((e=>[null,...e.querySelectorAll("[data-marpit-fragment]")]))});const r=r=>void 0!==e.fragments[t][n+r],s=(r,s)=>{t=r,n=s,e.fragments.forEach(((e,t)=>{e.forEach(((e,n)=>{if(null==e)return;const a=t<r||t===r&&n<=s;e.setAttribute("data-bespoke-marp-fragment",a?"active":"inactive"),t===r&&n===s?e.setAttribute("data-bespoke-marp-current-fragment","current"):e.removeAttribute("data-bespoke-marp-current-fragment")}))})),e.fragmentIndex=s;const a={slide:e.slides[r],index:r,fragments:e.fragments[r],fragmentIndex:s};e.fire("fragment",a)};e.on("next",(({fragment:a=!0})=>{if(a){if(r(1))return s(t,n+1),!1;const a=t+1;e.fragments[a]&&s(a,0)}else{const r=e.fragments[t].length;if(n+1<r)return s(t,r-1),!1;const a=e.fragments[t+1];a&&s(t+1,a.length-1)}})),e.on("prev",(({fragment:a=!0})=>{if(r(-1)&&a)return s(t,n-1),!1;const i=t-1;e.fragments[i]&&s(i,e.fragments[i].length-1)})),e.on("slide",(({index:t,fragment:n})=>{let r=0;if(void 0!==n){const s=e.fragments[t];if(s){const{length:e}=s;r=-1===n?e-1:Math.min(Math.max(n,0),e-1)}}s(t,r)})),s(0,0)} | |
1271 /*! | 1252 /*! |
1272 * screenfull | 1253 * screenfull |
1273 * v5.0.2 - 2020-02-13 | 1254 * v5.0.2 - 2020-02-13 |
1274 * (c) Sindre Sorhus; MIT License | 1255 * (c) Sindre Sorhus; MIT License |
1275 */ | 1256 */ |