{"id":8068,"date":"2023-11-17T20:53:04","date_gmt":"2023-11-17T20:53:04","guid":{"rendered":"https:\/\/otus.ru\/journal\/?p=8068"},"modified":"2023-11-18T21:25:22","modified_gmt":"2023-11-18T21:25:22","slug":"sozdanie-arhitektury-platformy-dlya-sbora-obrabotki-i-hraneniya-dannyh-ot-iot-ustrojstv","status":"publish","type":"post","link":"https:\/\/otus.ru\/journal\/sozdanie-arhitektury-platformy-dlya-sbora-obrabotki-i-hraneniya-dannyh-ot-iot-ustrojstv\/","title":{"rendered":"\u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u044b \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b \u0434\u043b\u044f \u0441\u0431\u043e\u0440\u0430, \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0438 \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445 \u043e\u0442 IoT-\u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><em>\u041f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u043c \u0432\u0430\u0448\u0435\u043c\u0443 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u044e \u043f\u0440\u043e\u0435\u043a\u0442\u043d\u0443\u044e \u0440\u0430\u0431\u043e\u0442\u0443 <strong>\u0410\u0440\u0442\u0435\u043c\u0430 \u0414\u0430\u043d\u0438\u043b\u044c\u0447\u0435\u043d\u043a\u043e<\/strong>, \u0432\u044b\u043f\u0443\u0441\u043a\u043d\u0438\u043a\u0430 \u043a\u0443\u0440\u0441\u0430 &#171;<a href=\"https:\/\/otus.ru\/lessons\/highloadarchitect\/?utm_source=oj&amp;utm_medium=affilate&amp;utm_campaign=hl\" title=\"\">Highload Architect<\/a>&#171;. <\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0426\u0435\u043b\u044c \u043c\u043e\u0435\u0439 \u043f\u0440\u043e\u0435\u043a\u0442\u043d\u043e\u0439 \u0440\u0430\u0431\u043e\u0442\u044b \u2014 \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u0431\u0430\u0437\u043e\u0432\u0443\u044e 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API;<\/li>\n\n\n\n<li>\u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044c \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f Web-\u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441\u0430 \u0434\u043b\u044f \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u041d\u0430\u0447\u0430\u043b\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0414\u043b\u044f \u0441\u043d\u0438\u0436\u0435\u043d\u0438\u044f \u0441\u0432\u044f\u0437\u043d\u043e\u0441\u0442\u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u043f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0431\u0443\u0434\u0435\u0442 \u0432\u0435\u0441\u0442\u0438\u0441\u044c \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c 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\u0441\u0436\u0438\u043c\u0430\u0442\u044c \u043f\u0430\u043a\u0435\u0442 \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 \u0434\u043b\u044f \u043f\u0435\u0440\u0435\u0434\u0430\u0447\u0438 \u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u043f\u0440\u043e\u0442\u043e\u043a\u043e\u043b\u044b.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u0412\u0442\u043e\u0440\u043e\u0439 \u042d\u0442\u0430\u043f. \u041f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0441\u0435\u0440\u0432\u0435\u0440\u0430 \u0441\u0431\u043e\u0440\u0430 \u0434\u0430\u043d\u043d\u044b\u0445<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0421\u0435\u0440\u0432\u0435\u0440 \u0441\u0431\u043e\u0440\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0434\u043e\u043b\u0436\u0435\u043d \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0442\u044c \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438:<\/p>\n\n\n\n<ol class=\"wp-block-list\" type=\"1\">\n<li>\u041f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430 TCP \u0438 UDP-\u043f\u0440\u043e\u0442\u043e\u043a\u043e\u043b\u043e\u0432 \u0442\u0440\u0430\u043d\u0441\u043f\u043e\u0440\u0442\u043d\u043e\u0433\u043e \u0443\u0440\u043e\u0432\u043d\u044f.<\/li>\n\n\n\n<li>\u041f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430 \u043f\u0440\u043e\u0442\u043e\u043a\u043e\u043b\u043e\u0432 MQTT \u0438 LoRaWAN.<\/li>\n\n\n\n<li>\u0421\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u044c \u0432\u044b\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0442\u044c \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0442\u044b\u0441\u044f\u0447 \u043e\u0434\u043d\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0432\u044b\u0445 \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0439.<\/li>\n\n\n\n<li>\u0411\u044b\u0442\u044c \u044d\u043a\u043e\u043d\u043e\u043c\u0438\u0447\u043d\u044b\u043c \u0432 \u0447\u0430\u0441\u0442\u0438 \u043f\u043e\u0442\u0440\u0435\u0431\u043b\u0435\u043d\u0438\u044f \u0440\u0435\u0441\u0443\u0440\u0441\u043e\u0432.<\/li>\n\n\n\n<li>\u0421\u043a\u043e\u0440\u043e\u0441\u0442\u044c \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0438 \u043f\u0440\u043e\u0441\u0442\u043e\u0442\u0430 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0438.<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u0414\u043b\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0442\u0430\u043a\u043e\u0433\u043e \u0441\u0435\u0440\u0432\u0435\u0440\u0430 \u043b\u0443\u0447\u0448\u0435 \u0432\u0441\u0435\u0433\u043e \u043f\u043e\u0434\u0445\u043e\u0434\u044f\u0442 \u044f\u0437\u044b\u043a\u0438 \u0442\u0438\u043f\u0430 \u0421, \u0421++, Golang, Rust. \u041f\u043e\u0441\u043a\u043e\u043b\u044c\u043a\u0443 \u044f \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0438\u0445 \u043b\u0435\u0442 \u043f\u0438\u0448\u0443 \u0438\u0441\u043a\u043b\u044e\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043d\u0430 Golang, \u0442\u043e \u0434\u043b\u044f \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 MVP \u043a\u0443\u0440\u0441\u043e\u0432\u043e\u0433\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u0431\u044b\u043b \u0432\u044b\u0431\u0440\u0430\u043d Golang.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0421\u043b\u0435\u0434\u0443\u044e\u0449\u0430\u044f \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u0432\u043e\u0437\u043d\u0438\u043a\u0430\u0435\u0442 \u043f\u0440\u0438 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u044b, \u2014 \u044d\u0442\u043e \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445. \u041d\u0435 \u0432\u0441\u0435\u0433\u0434\u0430 \u0435\u0441\u0442\u044c \u043f\u043e\u0434 \u0440\u0443\u043a\u043e\u0439 \u043d\u0443\u0436\u043d\u044b\u0435 \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\u0430 \u0438\u043b\u0438 \u0436\u0435 \u0438\u0445 \u043d\u0435\u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e. \u0412\u044b\u0445\u043e\u0434\u043e\u043c \u0438\u0437 \u0442\u0430\u043a\u043e\u0439 \u0441\u0438\u0442\u0443\u0430\u0446\u0438\u0438 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0441\u0432\u043e\u0438\u0445 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u044b\u0445 \u0438\u043c\u0438\u0442\u0430\u0442\u043e\u0440\u043e\u0432.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u041f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u044b\u0435 \u0438\u043c\u0438\u0442\u0430\u0442\u043e\u0440\u044b \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0442 \u0440\u0435\u0448\u0438\u0442\u044c \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0435 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0441\u044d\u043a\u043e\u043d\u043e\u043c\u0438\u0442\u044c \u0431\u044e\u0434\u0436\u0435\u0442&nbsp; \u043f\u0440\u043e\u0435\u043a\u0442\u0430, \u043d\u0435 \u0442\u0440\u0430\u0442\u0438\u0442\u044c\u0441\u044f \u043d\u0430 \u0437\u0430\u043a\u0443\u043f\u043a\u0443 \u0431\u043e\u043b\u044c\u0448\u043e\u0433\u043e \u0447\u0438\u0441\u043b\u0430 \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432;<\/li>\n\n\n\n<li>\u0441\u043e\u0437\u0434\u0430\u0432\u0430\u0442\u044c \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u044b \u043d\u0430\u0433\u0440\u0443\u0437\u043a\u0438 (\u043f\u043b\u0430\u0432\u043d\u043e\u0435 \u0443\u0432\u0435\u043b\u0438\u0447\u0435\u043d\u0438\u0435, DDOS, \u043f\u0438\u043a\u043e\u0432\u0430\u044f \u043d\u0430\u0433\u0440\u0443\u0437\u043a\u0430);<\/li>\n\n\n\n<li>\u0443\u043f\u0440\u043e\u0449\u0430\u0435\u0442 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0443 \u0438 \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u043f\u0440\u043e\u0442\u043e\u043a\u043e\u043b\u043e\u0432 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u043c\u0435\u043d\u0430;<\/li>\n\n\n\n<li>\u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u043c\u043e\u0434\u0435\u043b\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043e\u0442\u043a\u0430\u0437\u044b \u0438 \u043d\u0435\u0448\u0442\u0430\u0442\u043d\u044b\u0435 \u0441\u0438\u0442\u0443\u0430\u0446\u0438\u0438.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412 \u043a\u0443\u0440\u0441\u043e\u0432\u043e\u043c \u043f\u0440\u043e\u0435\u043a\u0442\u0435 \u044f \u0441\u0434\u0435\u043b\u0430\u043b \u043f\u0440\u043e\u0441\u0442\u0443\u044e \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044e tcp \u0441\u0435\u0440\u0432\u0435\u0440\u0430 \u0438 \u0438\u043c\u0438\u0442\u0430\u0442\u043e\u0440\u0430 \u043a\u043b\u0438\u0435\u043d\u0442\u0430, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u043b\u0438 \u043e\u0431\u043c\u0435\u043d \u043e\u0442\u043a\u0440\u044b\u0442\u043e\u0439 ASCII-\u0441\u0442\u0440\u043e\u043a\u043e\u0439 \u0441\u043e \u0441\u043f\u0438\u0441\u043a\u043e\u043c \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><code>###ID=1234235345&amp;CNT=1&amp;STM=220828003254&amp;LAT=47.257178&amp;LON=39.7633771***<\/code><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0414\u043b\u044f \u0438\u043c\u0438\u0442\u0430\u0446\u0438\u0438 \u043f\u043b\u043e\u0445\u043e\u0433\u043e \u043a\u0430\u043d\u0430\u043b\u0430 \u0441\u0432\u044f\u0437\u0438 \u043c\u0435\u0436\u0434\u0443 \u0438\u043c\u0438\u0442\u0430\u0442\u043e\u0440\u043e\u043c \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\u0430 \u0438 \u0441\u0435\u0440\u0432\u0435\u0440\u043e\u043c \u0431\u044b\u043b \u0440\u0430\u0437\u0432\u0435\u0440\u043d\u0443\u0442&nbsp; \u043f\u0440\u043e\u043a\u0441\u0438 \u00abToxyProxy\u00bb (<a href=\"https:\/\/github.com\/Shopify\/toxiproxy\">https:\/\/github.com\/Shopify\/toxiproxy<\/a>).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u041f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435 \u044d\u0442\u043e\u0433\u043e \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0441\u043c\u043e\u0434\u0435\u043b\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0437\u0430\u0434\u0435\u0440\u0436\u043a\u0438 \u0432 \u043a\u0430\u043d\u0430\u043b\u0435 \u043f\u0435\u0440\u0435\u0434\u0430\u0447\u0438 \u0434\u0430\u043d\u043d\u044b\u0445,&nbsp; timeout \u0441\u0435\u0440\u0432\u0435\u0440\u0430, \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u0435 \u043f\u0440\u043e\u043f\u0443\u0441\u043a\u043d\u043e\u0439 \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u0438 \u0438 \u0442.&nbsp;\u0434.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0418\u0442\u0430\u043a, \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u043f\u0435\u0440\u0432\u043e\u0433\u043e \u0441\u0435\u0433\u043c\u0435\u043d\u0442\u0430 \u043d\u0430\u0448\u0435\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u043c\u044b \u043c\u043e\u0436\u0435\u043c \u043d\u0430\u0440\u0438\u0441\u043e\u0432\u0430\u0442\u044c \u0432\u043e\u0442 \u0442\u0430\u043a\u0443\u044e \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043d\u0443\u044e \u0441\u0445\u0435\u043c\u0443:<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_1.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"741\" data-id=\"8071\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_1-1024x741.png\" alt=\"\u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u044b \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b \u0434\u043b\u044f \u0441\u0431\u043e\u0440\u0430, \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0438 \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445 \u043e\u0442 IoT-\u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\" class=\"wp-image-8071\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_1-1024x741.png 1024w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_1-300x217.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_1-150x109.png 150w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_1-768x556.png 768w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_1.png 1307w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_1-1024x741.png\",\"width\":\"1024\",\"height\":\"741\"}<\/script><\/a><\/figure>\n<\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u0422\u0440\u0435\u0442\u0438\u0439 \u042d\u0442\u0430\u043f. \u041d\u0430\u043a\u043e\u043f\u043b\u0435\u043d\u0438\u0435 \u0438 \u043f\u0435\u0440\u0435\u0434\u0430\u0447\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0434\u043b\u044f \u0432\u0442\u043e\u0440\u0438\u0447\u043d\u043e\u0439 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u041f\u043e\u0441\u043b\u0435 \u043f\u0440\u0438\u0435\u043c\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0441\u0435\u0440\u0432\u0435\u0440\u043e\u043c \u0438\u0445 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u043f\u0435\u0440\u0435\u0434\u0430\u0442\u044c \u043d\u0430 \u0434\u0430\u043b\u044c\u043d\u0435\u0439\u0448\u0443\u044e \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0443. \u041d\u043e \u0442\u0443\u0442 \u0432\u043e\u0437\u043d\u0438\u043a\u0430\u0435\u0442 \u0440\u044f\u0434 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u0439:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u043f\u043e\u0442\u0440\u0435\u0431\u0438\u0442\u0435\u043b\u044f\u043c\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u043d\u0435 \u043e\u0434\u043d\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u0430;<\/li>\n\n\n\n<li>\u0434\u0430\u043d\u043d\u044b\u0435 \u043f\u043e\u0441\u0442\u0443\u043f\u0430\u044e\u0442 \u043d\u0435\u0440\u0430\u0432\u043d\u043e\u043c\u0435\u0440\u043d\u043e \u0438 \u0432 \u043f\u0438\u043a\u043e\u0432\u044b\u0435 \u043c\u043e\u043c\u0435\u043d\u0442\u044b \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u0430 \u0437\u0430\u0434\u0435\u0440\u0436\u043a\u0430 \u0432 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0435;<\/li>\n\n\n\n<li>\u0434\u043e\u043b\u0436\u043d\u0430 \u0431\u044b\u0442\u044c \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044c \u043c\u0430\u0440\u0448\u0440\u0443\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u0442\u0440\u0430\u0444\u0438\u043a\u0430 \u0432\u043d\u0443\u0442\u0440\u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u044b.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u041d\u0430 \u043f\u043e\u043c\u043e\u0449\u044c \u043f\u0440\u0438\u0445\u043e\u0434\u0438\u0442 \u043e\u0434\u0438\u043d \u0438\u0437 \u0431\u0440\u043e\u043a\u0435\u0440\u043e\u0432 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0439 : ZeroMQ, RabbitMQ, NATS.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0414\u043b\u044f \u0441\u0432\u043e\u0435\u0433\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u044f \u0432\u044b\u0431\u0440\u0430\u043b NATS ( <a href=\"https:\/\/docs.nats.io\/\">https:\/\/docs.nats.io\/<\/a> <a href=\"https:\/\/nats.io\/)\/\">)<\/a>. \u041c\u043e\u0439 \u0432\u044b\u0431\u043e\u0440 \u043e\u0431\u043e\u0441\u043d\u043e\u0432\u0430\u043d \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u043c\u0438 \u0434\u043e\u0432\u043e\u0434\u0430\u043c\u0438:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u043d\u0430\u043f\u0438\u0441\u0430\u043d \u043d\u0430 Golang. \u041d\u0435 \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u0434\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a \u0438 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u043e\u0432. \u041b\u0435\u0433\u043a\u043e \u0440\u0430\u0437\u0432\u043e\u0440\u0430\u0447\u0438\u0432\u0430\u0435\u0442\u0441\u044f \u043d\u0430 \u043b\u044e\u0431\u043e\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u0435, \u0434\u0430\u0436\u0435 \u0431\u0435\u0437 Docker;<\/li>\n\n\n\n<li>\u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430 \u043c\u0435\u0445\u0430\u043d\u0438\u0437\u043c\u043e\u0432 Publish-Subscribe, Request-Reply, Streaming, Key\/Value Store, MQTT;<\/li>\n\n\n\n<li>\u043f\u0440\u043e\u0441\u0442\u0430\u044f \u043c\u0430\u0440\u0448\u0440\u0443\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0439;<\/li>\n\n\n\n<li>\u0443 \u043c\u0435\u043d\u044f \u0435\u0441\u0442\u044c \u044d\u043a\u0441\u043f\u0435\u0440\u0442\u0438\u0437\u0430 \u043f\u043e \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u044e \u0441\u0438\u0441\u0442\u0435\u043c \u043d\u0430 \u0431\u0430\u0437\u0435 NATS.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u041a\u0430\u043a \u0431\u044b\u043b\u043e \u0441\u043a\u0430\u0437\u0430\u043d\u043e \u0432\u044b\u0448\u0435, \u0431\u0440\u043e\u043a\u0435\u0440 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0439&nbsp;\u0432\u044b\u0441\u0442\u0443\u043f\u0430\u0435\u0442 \u0441\u0432\u044f\u0437\u0443\u044e\u0449\u0438\u043c \u0437\u0432\u0435\u043d\u043e\u043c \u0434\u043b\u044f \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u043f\u043e\u0434\u0441\u0438\u0441\u0442\u0435\u043c \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b:<\/p>\n\n\n\n<ol class=\"wp-block-list\" type=\"1\">\n<li>\u041f\u043e\u0434\u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0432\u0445\u043e\u0434\u044f\u0448\u0438\u0445 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0439 IoT-\u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432. \u0412 \u0437\u0430\u0434\u0430\u0447\u0438 \u0434\u0430\u043d\u043d\u043e\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0432\u0445\u043e\u0434\u0438\u0442 \u0440\u0430\u0441\u043f\u0430\u043a\u043e\u0432\u043a\u0430 \u0432\u0445\u043e\u0434\u044f\u0449\u0438\u0445 \u0434\u0430\u043d\u043d\u044b\u0445, \u0441\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0435 \u0438\u0445 \u0432 \u0411\u0414 \u0438 \u043f\u0435\u0440\u0435\u0434\u0430\u0447\u0430 \u0432 \u0434\u0440\u0443\u0433\u0438\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0434\u043b\u044f&nbsp;\u0432\u0442\u043e\u0440\u0438\u0447\u043d\u043e\u0439 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438. \u0420\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0430 \u043d\u0430 Golang + PostgreSQL.<\/li>\n\n\n\n<li>\u041f\u043e\u0434\u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\u0430\u043c\u0438. \u041e\u0442\u0432\u0435\u0447\u0430\u0435\u0442 \u0437\u0430 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0430\u043c\u0438 \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432, \u0444\u043e\u0440\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0438 \u043f\u0435\u0440\u0435\u0434\u0430\u0447\u0443 \u043d\u043e\u0432\u044b\u0445 \u043d\u0430\u0441\u0442\u0440\u043e\u0435\u043a \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\u0430 (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440 \u2014 \u0447\u0430\u0441\u0442\u043e\u0442\u0430 \u0432\u044b\u0445\u043e\u0434\u0430 \u043d\u0430 \u0441\u0432\u044f\u0437\u044c).<\/li>\n\n\n\n<li>\u041f\u043e\u0434\u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u0439. \u041e\u0442\u0432\u0435\u0447\u0430\u0435\u0442 \u0437\u0430 \u0446\u0435\u043d\u0442\u0440\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u043d\u0443\u044e \u0440\u0430\u0441\u0441\u044b\u043b\u043a\u0443 \u043e\u043f\u043e\u0432\u0435\u0449\u0435\u043d\u0438\u0439 \u043f\u043e \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044e \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u044f \u0438\u043b\u0438 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432 \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432 \u0438\u043b\u0438 \u043e\u0431\u044a\u0435\u043a\u0442\u0430 \u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u044f.<\/li>\n\n\n\n<li>\u041f\u043e\u0434\u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0433\u0435\u043e\u043f\u043e\u0437\u0438\u0446\u0438\u043e\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0438 \u043a\u0430\u0440\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0438. \u041f\u043e\u0434\u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0434\u043b\u044f \u0432\u0437\u0430\u0438\u043c\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f \u0441 \u0432\u043d\u0435\u0448\u043d\u0438\u043c\u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u043c\u0438 \u043a\u0430\u0440\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0438, \u0433\u0435\u043e\u043f\u043e\u0437\u0438\u0446\u0438\u043e\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f, \u0442\u043e\u043f\u043e\u043f\u0440\u0438\u0432\u044f\u0437\u043a\u0438. OpenStreetMap, YandexMap, ArcGIS. \u0422\u0430\u043a \u043a\u0430\u043a \u0433\u0435\u043e\u0434\u0430\u043d\u043d\u044b\u0435 \u044f\u0432\u043b\u044f\u044e\u0442\u0441\u044f \u0440\u0435\u0434\u043a\u043e\u0438\u0437\u043c\u0435\u043d\u044f\u0435\u043c\u044b\u043c\u0438 \u0441 \u0434\u043e\u043b\u0433\u043e\u0439 \u0430\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u044c\u044e, \u0434\u043b\u044f \u0441\u043d\u0438\u0436\u0435\u043d\u0438\u044f \u043d\u0430\u0433\u0440\u0443\u0437\u043a\u0438 \u043d\u0430 \u0432\u043d\u0435\u0448\u043d\u0438\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0438 \u0443\u0432\u0435\u043b\u0438\u0447\u0435\u043d\u0438\u044f \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u0438 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 \u043c\u043e\u0436\u043d\u043e \u043f\u043e\u0441\u0442\u0430\u0432\u0438\u0442\u044c Reddis \u0438\u043b\u0438 \u0430\u043d\u0430\u043b\u043e\u0433\u0438 \u0434\u043b\u044f \u043a\u044d\u0448\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445 \u043e\u0442 \u0432\u043d\u0435\u0448\u043d\u0438\u0445 \u0441\u0438\u0441\u0442\u0435\u043c.<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u0418 \u0442\u0435\u043f\u0435\u0440\u044c \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0435\u0442 \u0432\u043e\u0442 \u0442\u0430\u043a\u043e\u0439 \u0432\u0438\u0434:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_20231030_001651_100.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"618\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_20231030_001651_100-1024x618.jpg\" alt=\"\u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u044b \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b \u0434\u043b\u044f \u0441\u0431\u043e\u0440\u0430, \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0438 \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445 \u043e\u0442 IoT-\u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\" class=\"wp-image-8091\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_20231030_001651_100-1024x618.jpg 1024w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_20231030_001651_100-300x181.jpg 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_20231030_001651_100-150x90.jpg 150w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_20231030_001651_100-768x463.jpg 768w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_20231030_001651_100-1536x926.jpg 1536w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_20231030_001651_100.jpg 1585w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_20231030_001651_100-1024x618.jpg\",\"width\":\"1024\",\"height\":\"618\"}<\/script><\/a><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u0427\u0435\u0442\u0432\u0435\u0440\u0442\u044b\u0439 \u044d\u0442\u0430\u043f. Web-\u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441 \u0438 \u0432\u043d\u0435\u0448\u043d\u0435\u0435 API<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0414\u043b\u044f \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0434\u043e\u0441\u0442\u0443\u043f\u0430 \u043a \u0434\u0430\u043d\u043d\u044b\u043c \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442\u0441\u044f \u0441\u0434\u0435\u043b\u0430\u0442\u044c 2 API.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_3.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"337\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_3-1024x337.png\" alt=\"\u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u044b \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b \u0434\u043b\u044f \u0441\u0431\u043e\u0440\u0430, \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0438 \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445 \u043e\u0442 IoT-\u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\" class=\"wp-image-8075\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_3-1024x337.png 1024w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_3-300x99.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_3-150x49.png 150w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_3-768x253.png 768w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_3-1536x506.png 1536w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_3.png 1847w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_3-1024x337.png\",\"width\":\"1024\",\"height\":\"337\"}<\/script><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">1. <strong>Public API<\/strong>. \u041f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u044b\u0439 \u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441 \u0434\u043e\u0441\u0442\u0443\u043f\u0430 \u0434\u043b\u044f \u0441\u0442\u043e\u0440\u043e\u043d\u043d\u0438\u0445 \u0441\u0438\u0441\u0442\u0435\u043c \u0438 \u0441\u0442\u043e\u0440\u043e\u043d\u043d\u0438\u0445 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432. \u041c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d \u043a\u0430\u043a \u043e\u0431\u044b\u0447\u043d\u044b\u0439 REST API \u0441 \u0430\u0432\u0442\u043e\u0440\u0438\u0437\u0430\u0446\u0438\u0435\u0439 \u0434\u043e\u0441\u0442\u0443\u043f\u0430 \u0447\u0435\u0440\u0435\u0437 jwt-token. \u0414\u043b\u044f \u0437\u0430\u0449\u0438\u0442\u044b \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b \u043e\u0442 \u043e\u0442 ddos \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c rate limiter.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2. <strong>Internal API<\/strong>. \u0412\u043d\u0443\u0442\u0440\u0435\u043d\u043d\u0438\u0439 API \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u0434\u043b\u044f&nbsp; \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u044f \u0440\u0430\u0431\u043e\u0442\u044b web-\u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442\u043e\u0432 IoT-\u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b. \u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440 \u2014 \u043c\u043e\u0431\u0438\u043b\u044c\u043d\u044b\u0439 \u043a\u043b\u0438\u0435\u043d\u0442 \u0438\u043b\u0438 \u043b\u0438\u0447\u043d\u044b\u0439 \u043a\u0430\u0431\u0438\u043d\u0435\u0442 \u0441 \u0434\u043e\u0441\u0442\u0443\u043f\u043e\u043c \u0447\u0435\u0440\u0435\u0437 web-\u0431\u0440\u0430\u0443\u0437\u0435\u0440. \u041e\u043f\u0442\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u043c \u0440\u0435\u0448\u0435\u043d\u0438\u0435\u043c \u0434\u043b\u044f \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0438 \u0440\u0430\u0431\u043e\u0442\u044b \u0431\u0443\u0434\u0435\u0442 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 gRPC \u0441 \u0441\u0435\u0440\u0438\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0435\u0439 \u0434\u0430\u043d\u043d\u044b\u0445 \u0447\u0435\u0440\u0435\u0437 protobuf.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0414\u0430\u043d\u043d\u044b\u0439 \u043f\u043e\u0434\u0445\u043e\u0434 \u043f\u043e\u0437\u0432\u043e\u043b\u0438\u0442 \u0441\u043d\u0438\u0437\u0438\u0442\u044c \u043e\u0431\u044a\u0435\u043c \u0442\u0440\u0430\u0444\u0438\u043a\u0430, \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0442\u044c \u043e\u0431\u0440\u0430\u0442\u043d\u0443\u044e \u0441\u043e\u0432\u043c\u0435\u0441\u0442\u0438\u043c\u043e\u0441\u0442\u044c \u0438 \u0440\u0430\u0441\u0448\u0438\u0440\u044f\u0435\u043c\u043e\u0441\u0442\u044c API.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u041b\u044e\u0431\u044b\u0435 \u0437\u0430\u043f\u0440\u043e\u0441\u044b \u043a \u0441\u0435\u0440\u0432\u0435\u0440\u0443 \u0434\u043e\u043b\u0436\u043d\u044b \u0432 \u043e\u0431\u044f\u0437\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u043c \u043f\u043e\u0440\u044f\u0434\u043a\u0435 \u043f\u0440\u043e\u0445\u043e\u0434\u0438\u0442\u044c \u0447\u0435\u0440\u0435\u0437 \u0431\u0430\u043b\u0430\u043d\u0441\u0438\u0440\u043e\u0432\u0449\u0438\u043a \u043d\u0430\u0433\u0440\u0443\u0437\u043a\u0438. \u041f\u043e \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438, \u0434\u0430\u043d\u043d\u044b\u0435, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0437\u0430\u043f\u0440\u0430\u0448\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u0438\u0437 \u0411\u0414, \u0434\u043e\u043b\u0436\u043d\u044b \u043a\u044d\u0448\u0438\u0440\u043e\u0432\u0430\u0442\u044c\u0441\u044f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u043f\u0440\u043e\u0441\u0442\u043e\u0439 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 GUI \u044f \u0441\u0434\u0435\u043b\u0430\u043b \u0432\u044b\u0432\u043e\u0434 \u043a\u043e\u043e\u0440\u0434\u0438\u043d\u0430\u0442 IoT-\u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432&nbsp; \u043d\u0430 \u043a\u0430\u0440\u0442\u0443. \u0414\u043b\u044f \u044d\u0442\u043e\u0433\u043e \u043f\u043e\u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043b\u043e\u0441\u044c \u043d\u0430\u043f\u0438\u0441\u0430\u0442\u044c \u043f\u0440\u043e\u0441\u0442\u043e\u0439 web-\u0441\u0435\u0440\u0432\u0435\u0440 \u043d\u0430 go.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_4.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"495\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_4-1024x495.png\" alt=\"\u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u044b \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b \u0434\u043b\u044f \u0441\u0431\u043e\u0440\u0430, \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0438 \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445 \u043e\u0442 IoT-\u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\" class=\"wp-image-8078\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_4-1024x495.png 1024w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_4-300x145.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_4-150x73.png 150w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_4-768x371.png 768w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_4-1536x743.png 1536w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_4.png 1876w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/Screenshot_4-1024x495.png\",\"width\":\"1024\",\"height\":\"495\"}<\/script><\/a><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>5 \u044d\u0442\u0430\u043f. \u041c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0414\u043b\u044f \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u043c\u043e\u0436\u043d\u043e \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0442\u044c elk+ prometuse.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0414\u043b\u044f \u0442\u0440\u0430\u0441\u0441\u0438\u0440\u043e\u0432\u043a\u0438 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 \u2014 opentelemetry.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412 \u0440\u0430\u043c\u043a\u0430\u0445 MVP \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u043d\u0435 \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u043b\u0430\u0441\u044c.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u0418\u0442\u043e\u0433:<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u041a\u043e\u043d\u0435\u0447\u043d\u044b\u0439 \u0432\u0430\u0440\u0438\u0430\u043d\u0442 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u044b \u043f\u0440\u043e\u0435\u043a\u0442\u0430:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/otus_system_design70-1-scaled.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"592\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/otus_system_design70-1-1024x592.jpg\" alt=\"\u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u044b \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b \u0434\u043b\u044f \u0441\u0431\u043e\u0440\u0430, \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0438 \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445 \u043e\u0442 IoT-\u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\" class=\"wp-image-8088\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/otus_system_design70-1-1024x592.jpg 1024w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/otus_system_design70-1-300x173.jpg 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/otus_system_design70-1-150x87.jpg 150w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/otus_system_design70-1-768x444.jpg 768w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/otus_system_design70-1-1536x887.jpg 1536w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/otus_system_design70-1-2048x1183.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/11\/otus_system_design70-1-1024x592.jpg\",\"width\":\"1024\",\"height\":\"592\"}<\/script><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/otus.ru\/lessons\/highloadarchitect\/?utm_source=oj&amp;utm_medium=affilate&amp;utm_campaign=hl\"><img decoding=\"async\" src=\"https:\/\/cdn.otus.ru\/media\/public\/fc\/90\/Highload_970x90-1801-fc90a0.png\" alt=\"Highload_970x90-1801-fc90a0.png\"\/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u041f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u043c \u0432\u0430\u0448\u0435\u043c\u0443 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u044e \u043f\u0440\u043e\u0435\u043a\u0442\u043d\u0443\u044e \u0440\u0430\u0431\u043e\u0442\u0443 \u0410\u0440\u0442\u0435\u043c\u0430 \u0414\u0430\u043d\u0438\u043b\u044c\u0447\u0435\u043d\u043a\u043e, \u0432\u044b\u043f\u0443\u0441\u043a\u043d\u0438\u043a\u0430 \u043a\u0443\u0440\u0441\u0430 &#171;Highload Architect&#171;. \u0426\u0435\u043b\u044c \u043c\u043e\u0435\u0439 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