{"id":1254,"date":"2021-12-16T11:13:12","date_gmt":"2021-12-16T11:13:12","guid":{"rendered":"https:\/\/ifipaiai.org\/2022\/?page_id=1254"},"modified":"2022-01-12T16:07:32","modified_gmt":"2022-01-12T16:07:32","slug":"dare","status":"publish","type":"page","link":"https:\/\/ifipaiai.org\/2022\/workshops\/dare\/","title":{"rendered":"DARE Workshop"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"1254\" class=\"elementor elementor-1254\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a25b747 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a25b747\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0f584fc\" data-id=\"0f584fc\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-99c4bc8 elementor-widget elementor-widget-heading\" data-id=\"99c4bc8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.20.0 - 13-03-2024 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h4 class=\"elementor-heading-title elementor-size-default\">The 2nd Workshop on<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6aaf7ce8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6aaf7ce8\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-72887b33\" data-id=\"72887b33\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-132fe4c7 elementor-widget elementor-widget-heading\" data-id=\"132fe4c7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Distributed AI for REsource-Constrained Platforms (DARE)<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3d1757f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3d1757f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-820a670\" data-id=\"820a670\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c579d88 elementor-widget elementor-widget-text-editor\" data-id=\"c579d88\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.20.0 - 13-03-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><b>Program committee<\/b><\/p><ul><li aria-level=\"1\"><span>Luis Almeida \u2013 CISTER \/ University of Porto, Portugal<\/span><\/li><li aria-level=\"1\"><span>Ali Balador \u2013 RISE, Sweden<\/span><\/li><li aria-level=\"1\"><span>Veselka Boeva \u2013 Blekinge Institute of Technology, Sweden<\/span><\/li><li aria-level=\"1\"><span>Bar\u0131\u015f Bulut &#8211; Enforma, Turkey<\/span><\/li><li aria-level=\"1\"><span>Xenofon Fafoutis \u2013 Technical University of Denmark, Denmark<\/span><\/li><li aria-level=\"1\"><span>Nicol\u00e1s Gonz\u00e1lez-Deleito \u2013 Sirris, Belgium<\/span><\/li><li aria-level=\"1\"><span>Anna Hristoskova \u2013 Sirris, Belgium<\/span><\/li><li aria-level=\"1\"><span>Pedro Santos \u2013 CISTER \/ Polytechnic of Porto, Portugal<\/span><\/li><li aria-level=\"1\"><span>Sima Sinaei \u2013 RISE, Sweden<\/span><\/li><li aria-level=\"1\"><span>Pavel Smrz \u2013 Brno University of Technology, Czech Republic<\/span><\/li><li aria-level=\"1\"><span>Joana Sousa \u2013 NOS Inova\u00e7\u00e3o, Portugal<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6b25c84 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6b25c84\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c3ef5e0\" data-id=\"c3ef5e0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a626b93 elementor-widget elementor-widget-text-editor\" data-id=\"a626b93\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><b>Description<\/b><\/p><p><span>For the last two decades the usual approach for IoT applications has been to leverage on cloud infrastructures to address the computational and storage limitations and constraints at end and edge nodes. However, offloading processing capabilities to the cloud requires transferring data from edge devices to a backend cloud infrastructure, dealing with the limitations imposed by the underlying communication channels, depending on the availability constraints of both those communication channels and the cloud infrastructure, establishing proper mechanisms to secure data in transit and data at rest at the backend, dealing with the costs incurred from the transmission of data and by the usage of the backend cloud infrastructure, etc.<\/span><span><\/span><\/p><p><span>The advent of end and edge nodes with increased computational and storage capabilities makes it possible to perform a large range of increasingly resource-demanding computations (including AI-based tasks) locally at the edge, and only rely on a backend cloud for communicating results or performing computations requiring the combination and further processing of results from different edge devices or historical data sources. In addition, this increase in computation capabilities also enables neighboring edge devices to perform tasks collaboratively, leveraging on each other&#8217;s available computational resources, before offloading computations to a cloud backend.<\/span><\/p><p><span>Managing the complexity and heterogeneity of IoT systems is a big challenge for the future of edge computing, as data is to be collected analyzed on a (potentially) large network of different devices which may change at run-time. Only with an open and technology-agnostic approach this challenge can be addressed for a broad set of applications. In addition, as data becomes more valuable, security and privacy concerns will play an important role. In a networked IoT system, a single vulnerable device can be an entry point for cyberattacks.<\/span><\/p><p><span>This workshop will focus on AI and ML techniques, edge computing systems, and security and privacy approaches in view of data sharing in order to enable the smart and sustainable planning and operation of resource constrained IoT and edge computing applications. The workshop is organized within the scope of the European ITEA3 MIRAI (<\/span><a href=\"https:\/\/itea3.org\/project\/mirai.html\" target=\"_blank\" rel=\"noopener\"><span>https:\/\/itea3.org\/project\/mirai.html<\/span><\/a><span>) and ECSEL DAIS (<\/span><a href=\"https:\/\/dais-project.eu\/\" target=\"_blank\" rel=\"noopener\"><span>https:\/\/dais-project.eu\/<\/span><\/a><span>) R&amp;D projects. It welcomes innovative contributions, early results and position papers addressing one or more of to the topics listed below, and intends to foster informal discussions and cross-fertilization on the convergence of AI and edge computing.<\/span><\/p><ul><li aria-level=\"1\"><span>Open and interoperable ad-hoc architectures for on-demand computation<\/span><\/li><li aria-level=\"1\"><span>Scalability of edge\/fog computing IoT applications<\/span><\/li><li aria-level=\"1\"><span>Run-time adaptation of edge\/fog computing infrastructures<\/span><\/li><li aria-level=\"1\"><span>Advanced AI algorithms and techniques for continuous learning under uncertainty and noise<\/span><\/li><li aria-level=\"1\"><span>Distributed and composable ML models and techniques guaranteeing high-quality decision-making<\/span><\/li><li aria-level=\"1\"><span>Security and privacy on the edge including secure data sharing between edge nodes<\/span><\/li><li aria-level=\"1\"><span>Low-latency IoT applications deployment and operation on edge computing platforms<\/span><\/li><li aria-level=\"1\"><span>Benchmarking of AI solutions for edge computing<\/span><\/li><li aria-level=\"1\"><span>Industrial experiences\/show cases for AI enabled edge computing platform management, orchestration, operation<\/span><\/li><li aria-level=\"1\"><span>Industrial experiences and show cases of distributed AI applications running on edge computing infrastructures<\/span><\/li><li aria-level=\"1\"><span>Real-world implementations of on-demand computation infrastructures<\/span><\/li><li aria-level=\"1\"><span>Development and refinement of AI\/ML algorithms to execute in resource constrained devices with example cases in predictive maintenance<\/span><\/li><li aria-level=\"1\"><span>Distributed management and orchestration of IoT applications at edge infrastructure including federated learning approaches<\/span><\/li><\/ul><p><b>Important dates<\/b><\/p><p>Please visit <a href=\"https:\/\/ifipaiai.org\/2022\/important-dates\/\">AIAI 2022 important dates<\/a> to be informed about the submission deadlines.<\/p><p><b>Submission instructions<\/b><span><\/span><\/p><p>Submission details can be found at AIAI conference <a href=\"https:\/\/ifipaiai.org\/2022\/paper-submission\/\">submission page<\/a>.<\/p><p>All papers should be submitted either in a doc\/docx or in a pdf form and will be peer reviewed by at least 2 academic referees. Contributing authors must follow the <a href=\"https:\/\/ifipaiai.org\/2022\/calls-for-papers\/\">AIAI2022\u2019s paper format guidelines<\/a> as far as the IFIP AICT file format.<\/p><p><span>Papers will be peer reviewed by at least two (-2-) members of the workshop&#8217;s program committee.<\/span><\/p><p><span>Accepted papers will be published in the Proceedings of AIAI VOLUME2, under the Springer IFIP AICT Series.<\/span><\/p><p><span lang=\"EN-US\">You can submit you DARE paper here <a href=\"http:\/\/www.easyacademia.org\/aiai2022\" target=\"_blank\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=http:\/\/www.easyacademia.org\/aiai2022&amp;source=gmail&amp;ust=1640959020019000&amp;usg=AOvVaw0xTTG6k6DEqtrHqlo61bP0\" rel=\"noopener\">http:\/\/www.easyacademia.org\/<wbr \/>aiai2022<\/a>.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>The 2nd Workshop on Distributed AI for REsource-Constrained Platforms (DARE) Program committee Luis Almeida \u2013 CISTER \/ University of Porto, Portugal Ali Balador \u2013 RISE, Sweden Veselka Boeva \u2013 Blekinge Institute of Technology, Sweden Bar\u0131\u015f Bulut &#8211; Enforma, Turkey Xenofon Fafoutis \u2013 Technical University of Denmark, Denmark Nicol\u00e1s Gonz\u00e1lez-Deleito \u2013 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":268,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"_links":{"self":[{"href":"https:\/\/ifipaiai.org\/2022\/wp-json\/wp\/v2\/pages\/1254"}],"collection":[{"href":"https:\/\/ifipaiai.org\/2022\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ifipaiai.org\/2022\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ifipaiai.org\/2022\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ifipaiai.org\/2022\/wp-json\/wp\/v2\/comments?post=1254"}],"version-history":[{"count":40,"href":"https:\/\/ifipaiai.org\/2022\/wp-json\/wp\/v2\/pages\/1254\/revisions"}],"predecessor-version":[{"id":1755,"href":"https:\/\/ifipaiai.org\/2022\/wp-json\/wp\/v2\/pages\/1254\/revisions\/1755"}],"up":[{"embeddable":true,"href":"https:\/\/ifipaiai.org\/2022\/wp-json\/wp\/v2\/pages\/268"}],"wp:attachment":[{"href":"https:\/\/ifipaiai.org\/2022\/wp-json\/wp\/v2\/media?parent=1254"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}