{"id":2554,"date":"2021-08-19T13:46:00","date_gmt":"2021-08-19T10:46:00","guid":{"rendered":"http:\/\/selftiming.ru\/new\/?p=2554"},"modified":"2023-04-07T16:35:25","modified_gmt":"2023-04-07T13:35:25","slug":"computing-dataflow-architectures-history-and-implementation-perspectives","status":"publish","type":"post","link":"https:\/\/selftiming.ru\/new\/2021\/08\/19\/computing-dataflow-architectures-history-and-implementation-perspectives\/","title":{"rendered":"Computing Dataflow Architectures: History and Implementation Perspectives"},"content":{"rendered":"\n<p>Victor Zakharov, Yuri Stepchenkov, Yuri Diachenko and Dmitrij Khilko. Computing Dataflow Architectures: History and Implementation Perspectives \/\/ 2021 International Conference Engineering Technologies and Computer Science EnT 2021 Moscow, Russia, 18-19 August 2021. P. 98-102.<\/p>\n\n\n\n<p>DOI: 10.1109\/EnT52731.2021.00024. (Indexed in Scopus). URL: <a href=\"https:\/\/ieeexplore.ieee.org\/document\/9623012\">https:\/\/ieeexplore.ieee.org\/document\/9623012<\/a>.<\/p>\n\n\n\n<p><strong>Funding Agency<\/strong>: The study was carried out within the framework of state assignment No. 0063-2019-0010. \/  <strong>\u0424\u0438\u043d\u0430\u043d\u0441\u043e\u0432\u0430\u044f \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430:<\/strong> \u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u043e \u0432 \u0440\u0430\u043c\u043a\u0430\u0445 \u0433\u043e\u0441\u0443\u0434\u0430\u0440\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0437\u0430\u0434\u0430\u043d\u0438\u044f \u2116 0063-2019-0010.<\/p>\n\n\n\n<p><strong>Abstract:<\/strong> The article analyzes computational architectures with data flow controlling computations. In particular, it analyzes the reasons that prevented the formation of this promising class of architectures. The paper considered the features of algorithms in digital signal processing and the requirements from the digital signal processors. A more accurate accounting of these features allows for proposing an approach for introducing the dataflow paradigm into the DSP area. The paper considers the concept of a new multicore dataflow recurrent architecture developed at the Federal Research Center \u201cComputer Science and Control\u201d of the Russian Academy of Sciences. It is designed for the parallel computing implementation of real-time signal processing. This architecture is currently at the final stage of prototyping on FPGA.<\/p>\n\n\n\n<p><strong>\u0410\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u044f: <\/strong>\u0421\u0442\u0430\u0442\u044c\u044f \u043f\u043e\u0441\u0432\u044f\u0449\u0435\u043d\u0430 \u0430\u043d\u0430\u043b\u0438\u0437\u0443 \u0432\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440 \u0441 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435\u043c \u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u044f\u043c\u0438 \u043e\u0442 \u043f\u043e\u0442\u043e\u043a\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438, \u0432 \u0447\u0430\u0441\u0442\u043d\u043e\u0441\u0442\u0438, \u0430\u043d\u0430\u043b\u0438\u0437\u0443 \u043f\u0440\u0438\u0447\u0438\u043d, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043f\u043e\u043c\u0435\u0448\u0430\u043b\u0438 \u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u044e \u044d\u0442\u043e\u0433\u043e \u043f\u0435\u0440\u0441\u043f\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u0433\u043e \u043a\u043b\u0430\u0441\u0441\u0430 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440. \u0420\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u0438 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u043e\u0432 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0446\u0438\u0444\u0440\u043e\u0432\u043e\u0439 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0441\u0438\u0433\u043d\u0430\u043b\u043e\u0432 \u0438 \u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u0438\u044f \u0441\u043e \u0441\u0442\u043e\u0440\u043e\u043d\u044b \u0446\u0438\u0444\u0440\u043e\u0432\u044b\u0445 \u0441\u0438\u0433\u043d\u0430\u043b\u044c\u043d\u044b\u0445 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0440\u043e\u0432, \u0431\u043e\u043b\u0435\u0435 \u0442\u043e\u0447\u043d\u044b\u0439 \u0443\u0447\u0435\u0442 \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u043f\u043e\u0437\u0432\u043e\u043b\u0438\u043b \u0431\u044b \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0438\u0442\u044c \u043f\u043e\u0434\u0445\u043e\u0434 \u0434\u043b\u044f \u0432\u043d\u0435\u0434\u0440\u0435\u043d\u0438\u044f \u043f\u043e\u0442\u043e\u043a\u043e\u0432\u043e\u0439 \u043f\u0430\u0440\u0430\u0434\u0438\u0433\u043c\u044b \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u044c DSP. \u0420\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0435\u043d\u044b \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u044b \u043a\u043e\u043d\u0446\u0435\u043f\u0446\u0438\u0438, \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u043d\u043d\u043e\u0439 \u0432 \u0424\u0418\u0426 \u0418\u0423 \u0420\u0410\u041d \u043d\u043e\u0432\u043e\u0439 \u043c\u043d\u043e\u0433\u043e\u044f\u0434\u0435\u0440\u043d\u043e\u0439 \u043f\u043e\u0442\u043e\u043a\u043e\u0432\u043e\u0439 \u0440\u0435\u043a\u0443\u0440\u0440\u0435\u043d\u0442\u043d\u043e\u0439 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u044b, \u043f\u0440\u0435\u0434\u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u043d\u043e\u0439 \u0434\u043b\u044f \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u043f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u044c\u043d\u044b\u0445 \u0432\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0432 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0441\u0438\u0433\u043d\u0430\u043b\u043e\u0432 \u0432 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u043c \u0432\u0440\u0435\u043c\u0435\u043d\u0438. \u0412 \u043d\u0430\u0441\u0442\u043e\u044f\u0449\u0435\u0435 \u0432\u0440\u0435\u043c\u044f \u044d\u0442\u0430 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430 \u043d\u0430\u0445\u043e\u0434\u0438\u0442\u0441\u044f \u043d\u0430 \u0444\u0438\u043d\u0430\u043b\u044c\u043d\u043e\u0439 \u0441\u0442\u0430\u0434\u0438\u0438 \u043c\u0430\u043a\u0435\u0442\u043d\u043e\u0439 \u041f\u041b\u0418\u0421-\u0430\u043f\u0440\u043e\u0431\u0430\u0446\u0438\u0438.<\/p>\n\n\n\n<p>\u0414\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u0443\u044e \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e \u043e \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u043d\u0438\u0438 \u0434\u043e\u043a\u043b\u0430\u0434\u0430 \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u043d\u0430 <a rel=\"noreferrer noopener\" href=\"https:\/\/ieeexplore.ieee.org\/xpl\/conhome\/9622892\/proceeding\" target=\"_blank\">\u0441\u0430\u0439\u0442\u0435 \u043a\u043e\u043d\u0444\u0435\u0440\u0435\u043d\u0446\u0438\u0438<\/a> \/ You can get additional information on the content of the article on the <a rel=\"noreferrer noopener\" href=\"https:\/\/ieeexplore.ieee.org\/xpl\/conhome\/9622892\/proceeding\" target=\"_blank\">conference website<\/a>. \u0422\u0430\u043a\u0436\u0435 \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0441\u0432\u044f\u0437\u0430\u0442\u044c\u0441\u044f \u0441 \u0430\u0432\u0442\u043e\u0440\u0430\u043c\u0438 \u0434\u043e\u043a\u043b\u0430\u0434\u0430, \u0438\u043b\u0438 \u0441 \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u0435\u043c \u043d\u0430\u0443\u0447\u043d\u043e\u0439 \u0433\u0440\u0443\u043f\u043f\u044b \u0421\u0442\u0435\u043f\u0447\u0435\u043d\u043a\u043e\u0432\u044b\u043c \u042e. \u0410. <a rel=\"noreferrer noopener\" href=\"mailto:ia_ste@mail.ru\" target=\"_blank\">ia_ste@mail.ru<\/a> \/ You can also contact the authors of the report, or with the head of the scientific group Stepchenkov Ya. A. <a rel=\"noreferrer noopener\" href=\"mailto:ia_ste@mail.ru\" target=\"_blank\">ia_ste@mail.ru<\/a><\/p>\n\n\n\n<div class=\"wp-block-file\"><a href=\"http:\/\/selftiming.ru\/new\/wp-content\/uploads\/2021\/12\/data-flow-architecrures.pptx\" class=\"wp-block-file__button\" download=\"\">Download presentation<\/a><\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Victor Zakharov, Yuri Stepchenkov, Yuri Diachenko and Dmitrij Khilko. Computing Dataflow Architectures: History and Implementation Perspectives \/\/ 2021 International Conference Engineering Technologies and Computer Science EnT 2021 Moscow, Russia, 18-19 August 2021. P. 98-102. DOI: 10.1109\/EnT52731.2021.00024. (Indexed in Scopus). URL: https:\/\/ieeexplore.ieee.org\/document\/9623012. Funding Agency: The study was carried out within the framework of state assignment No. [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13,15],"tags":[],"class_list":["post-2554","post","type-post","status-publish","format-standard","hentry","category-rekurentnost","category-conferences-rekurentnost"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Computing Dataflow Architectures: History and Implementation Perspectives - \u041f\u0435\u0440\u0441\u043f\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u0435 \u043f\u0443\u0442\u0438 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0430\u043f\u043f\u0430\u0440\u0430\u0442\u0443\u0440\u044b<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/selftiming.ru\/new\/2021\/08\/19\/computing-dataflow-architectures-history-and-implementation-perspectives\/\" \/>\n<meta property=\"og:locale\" content=\"ru_RU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Computing Dataflow Architectures: History and Implementation Perspectives - \u041f\u0435\u0440\u0441\u043f\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u0435 \u043f\u0443\u0442\u0438 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0430\u043f\u043f\u0430\u0440\u0430\u0442\u0443\u0440\u044b\" \/>\n<meta property=\"og:description\" content=\"Victor Zakharov, Yuri Stepchenkov, Yuri Diachenko and Dmitrij Khilko. 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