{"id":2351,"date":"2023-04-14T13:14:27","date_gmt":"2023-04-14T16:14:27","guid":{"rendered":"https:\/\/sbrc.sbc.org.br\/2023\/?page_id=2351"},"modified":"2023-05-23T10:10:03","modified_gmt":"2023-05-23T13:10:03","slug":"hackathon","status":"publish","type":"page","link":"https:\/\/sbrc.sbc.org.br\/2023\/hackathon\/","title":{"rendered":"Hackathon Smartness \/ 5G Dataset Challenge"},"content":{"rendered":"\n<h4 class=\"wp-block-heading has-text-align-center\">&#8211; <strong>Desenvolvendo solu\u00e7\u00f5es e <em>insights<\/em> usando aprendizado de m\u00e1quina nos dados de redes 5G no Brasil<\/strong> &#8211;<\/h4>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading has-text-align-center has-background has-medium-font-size\" style=\"background-color:#dee7f3\"><strong> Data\/Hor\u00e1rio: <\/strong>Quinta-feira (25\/05) &#8211;  das 8:30 \u00e0s 17:30<\/h4>\n\n\n\n<h4 class=\"wp-block-heading has-text-align-center has-background has-medium-font-size\" style=\"background-color:#dee7f3\"><strong>Local<\/strong>: Sala E do Hotel Royal Tulip Bras\u00edlia<\/h4>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h1 class=\"wp-block-heading\">Inscri\u00e7\u00e3o<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Direto pelo sistema de inscri\u00e7\u00e3o do SBRC<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ou se inscreva diretamente aqui: <a rel=\"noreferrer noopener\" href=\"https:\/\/forms.office.com\/r\/msP2Yai3EN\" target=\"_blank\"><strong>https:\/\/forms.office.com\/r\/msP2Yai3EN<\/strong><\/a><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>A forma\u00e7\u00e3o de equipes acontecer\u00e1 em um segundo momento<\/li>\n<\/ul>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h1 class=\"wp-block-heading\">Descri\u00e7\u00e3o<\/h1>\n\n\n\n<p>O avan\u00e7o do 5G tem sido uma das transforma\u00e7\u00f5es mais significativas no mundo da tecnologia nos \u00faltimos anos, e o Brasil n\u00e3o est\u00e1 ficando para tr\u00e1s nessa corrida. Com uma lat\u00eancia e velocidade de transmiss\u00e3o de dados sem precedentes, o 5G promete revolucionar a maneira como nos conectamos e nos comunicamos uns com os outros, al\u00e9m de possibilitar infinitas novas oportunidades para a inova\u00e7\u00e3o e empreendedorismo em diversas \u00e1reas como a sa\u00fade, a agricultura, a ind\u00fastria e muito mais.<\/p>\n\n\n\n<p>Nesse ano, a 41\u00aa edi\u00e7\u00e3o do SBRC vai oferecer a <em>Hackathon SMARTNESS \/ 5G Dataset Challenge<\/em> para que as equipes desenvolvam solu\u00e7\u00f5es inovadoras e elaborem <em>insights<\/em> com base nas bases de dados (fornecidas pela comiss\u00e3o organizadora da hackathon) compostas por dados de uso de servi\u00e7os de <em>streaming<\/em> de v\u00eddeo adaptativo (YouTube) e redes 5G e no Brasil, entre outras bases que a equipe julgue pertinente.<\/p>\n\n\n\n<p>As equipes poder\u00e3o desenvolver seus projetos em diversas linhas, como, por exemplo, an\u00e1lise explorat\u00f3ria de dados, desenvolvimento de insights inovadores usando 5G e os <em>datasets<\/em> disponibilizados, modelos de aprendizado de m\u00e1quina para predi\u00e7\u00e3o, classifica\u00e7\u00e3o, agrupamento, suporte \u00e0 decis\u00e3o, desenvolvimento de modelos de desempenho de aplica\u00e7\u00f5es no contexto de 5G e muito mais.<\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h1 class=\"wp-block-heading\">Refer\u00eancias<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Anatel. Dados referentes ao licenciamento de Esta\u00e7\u00f5es R\u00e1dio Base (ERB\u2019s) do Servi\u00e7o M\u00f3vel Pessoal (SMP). Dispon\u00edveis em:\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/informacoes.anatel.gov.br\/paineis\/outorga-e-licenciamento\/estacoes-do-smp\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/informacoes.anatel.gov.br\/paineis\/outorga-e-licenciamento\/estacoes-<\/a><a href=\"https:\/\/informacoes.anatel.gov.br\/paineis\/outorga-e-licenciamento\/estacoes-do-smp\">do-smp<\/a>&nbsp;&nbsp;&nbsp;<\/li>\n\n\n\n<li><a href=\"http:\/\/sistemas.anatel.gov.br\/se\/public\/view\/b\/licenciamento.php\" target=\"_blank\" rel=\"noreferrer noopener\">http:\/\/sistemas.anatel.gov.br\/se\/public\/view\/b\/licenciamento.php<\/a>&nbsp;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u200b\u200bBoutaba, R., Salahuddin, M.A., Limam, N. <em>et al.<\/em> A comprehensive survey on machine learning for networking: evolution, applications and research opportunities. <em>J Internet Serv Appl<\/em> 9, 16 (2018). <a rel=\"noreferrer noopener\" href=\"https:\/\/doi.org\/10.1186\/s13174-018-0087-2\" target=\"_blank\">https:\/\/doi.org\/10.1186\/s13174-018-0087-2<\/a>&nbsp;<\/li>\n\n\n\n<li>Raza Ul Mustafa, Christian Esteve Rothenberg, Chadi Barakat, &#8220;YouTube goes 5G: Benchmarking YouTube in 4G vs 5G&#8221;, IEEE Dataport, doi: <a href=\"https:\/\/dx.doi.org\/10.21227\/h00h-ew92\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/dx.doi.org\/10.21227\/h00h-ew92<\/a>. Dec., 2022.<\/li>\n\n\n\n<li>Raza Ul Mustafa, Christian Esteve Rothenberg. &#8220;A Framework for QoS and QoE Assessment of Encrypted Video Traffic with 4G and 5G Open Datasets&#8221;. In IEEE GLOBECOM&#8217;22 Demo Session, Dec. 2022. <a href=\"https:\/\/www.youtube.com\/watch?v=eGsQs5Q-hNA\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.youtube.com\/watch?v=eGsQs5Q-hNA<\/a>&nbsp;<\/li>\n<\/ul>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h1 class=\"wp-block-heading\">Atividade Extra (Opcional)<\/h1>\n\n\n\n<p>Como atividade extra, os participantes interessados poder\u00e3o acompanhar e contribuir com a coleta de dados de uso da rede 5G em Bras\u00edlia, usando as ferramentas e t\u00e9cnicas desenvolvidas pela comiss\u00e3o organizadora da hackathon.<\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h1 class=\"wp-block-heading\">Requisitos<\/h1>\n\n\n\n<p>Para participar do Hackathon, \u00e9 necess\u00e1rio:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Inscri\u00e7\u00e3o no SBRC 2023<\/li>\n\n\n\n<li>Computador port\u00e1til\n<ul class=\"wp-block-list\">\n<li>Capaz de realizar o processamento de dados e ML no Jupyter Notebook&nbsp;<\/li>\n\n\n\n<li>Acesso aos recursos em nuvem atrav\u00e9s do Google Colab<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>Conhecimentos desej\u00e1veis:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Processamento e an\u00e1lise de dados<\/li>\n\n\n\n<li>M\u00e9todos de Aprendizado de M\u00e1quina \/ ML &#8211; Machine Learning (ex.: clusteriza\u00e7\u00e3o, regress\u00e3o, etc.)<\/li>\n\n\n\n<li>Programa\u00e7\u00e3o em Python<\/li>\n\n\n\n<li>Jupyter Notebook\/Google Colab<\/li>\n<\/ul>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h1 class=\"wp-block-heading\">Premia\u00e7\u00e3o<\/h1>\n\n\n\n<p>As 3 melhores equipes receber\u00e3o um trof\u00e9u no jantar do SBRC, al\u00e9m dos pr\u00eamios a seguir (individuais para cada membro da equipe):<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>1\u00ba  lugar: <\/strong>Amazon Echo Dot (Smart Speaker com Alexa)<\/li>\n\n\n\n<li><strong>2\u00ba lugar:<\/strong> Powerbank (Carregador USB Port\u00e1til)<\/li>\n\n\n\n<li><strong>3\u00ba lugar:<\/strong> Pendrive 128GB<\/li>\n<\/ul>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h1 class=\"wp-block-heading\">Agenda<\/h1>\n\n\n\n<figure class=\"wp-block-table table table-rolagem table-bordered is-style-stripes table-center-td\">\n\n<table>\n\t<thead>\n\t\t<tr>\n\t\t\t<td><strong>Hor\u00e1rio<\/strong><\/td>\n\t\t\t<td style=\"text-align:center\"><strong>Atividade<\/strong><\/td>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr>\n\t\t\t<td>08:30 \u00e0s 9:30<\/td>\n\t\t\t<td>Boas-vindas &#038; Introdu\u00e7\u00e3o<\/td>\n\t\t<\/tr>\n\t\t<tr>\n\t\t\t<td>09:30 \u00e0s 10:00<\/td>\n\t\t\t<td>Confirma\u00e7\u00e3o de Equipes &#038; Kick-off<\/td>\n\n\t\t<\/tr>\n\t\t<tr>\n\t\t\t<td class=\"c_coffee\">10:00 \u00e0s 10:30<\/td>\n\t\t\t<td class=\"c_coffee\">Intervalo<\/td>\n\t\t\n\t\t<\/tr>\n\t\t<tr>\n\t\t\t<td>10:30 \u00e0s 12:00<\/td>\n\t\t\t<td>Desenvolvimento<\/td>\n\t\n\t\t<\/tr>\n\t\t<tr>\n\t\t\t<td>11:30 \u00e0s 12:00<\/td>\n\t\t\t<td>Mentoria<\/td>\n\n\t\t<\/tr>\n\t\t<tr>\n\t\t\t<td class=\"c_coffee\">12:00 \u00e0s 14:00<\/td>\n\t\t\t<td class=\"c_coffee\">Almo\u00e7o (+ 5G Data Collection)<\/td>\n\t\t\n\t\t<\/tr>\n\t\t<tr>\n\t\t\t<td>14:00 \u00e0s 15:30<\/td>\n\t\t\t<td>Desenvolvimento<\/td>\n\t\t<\/tr>\n\t\t<tr>\n\t\t\t<td>15:00 \u00e0s 15:30<\/td>\n\t\t\t<td>Mentoria<\/td>\n\t\t<\/tr>\n\t\t<tr>\n\t\t\t<td class=\"c_coffee\">15:30 \u00e0s 16:00<\/td>\n\t\t\t<td class=\"c_coffee\">Intervalo<\/td>\n\t\t<\/tr>\n\t\t<tr>\n\t\t\t<td>16:00 \u00e0s 18:30<\/td>\n\t\t\t<td>Desenvolvimento<\/td>\n\t\t<\/tr>\n\t\t<tr>\n\t\t\t<td>17:00 \u00e0s 17:30<\/td>\n\t\t\t<td>Mentoria<\/td>\n\t\t<\/tr>\n\t\t<tr>\n\t\t\t<td class=\"c_coffee\">20:30 \u00e0s 00:00<\/td>\n\t\t\t<td class=\"c_coffee\">Premia\u00e7\u00e3o (Jantar)<\/td>\n\t\t<\/tr>\n\t<\/tbody>\n<\/table>\n\n<\/figure>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h1 class=\"wp-block-heading\">Organiza\u00e7\u00e3o<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Arthur J. Simas (UNICAMP)&nbsp;<\/li>\n\n\n\n<li>Christian E. Rothenberg (UNICAMP)&nbsp;<\/li>\n\n\n\n<li>Luiz Bittencourt (UNICAMP)&nbsp;<\/li>\n\n\n\n<li>Pedro Henrique Gomes (Ericsson)&nbsp;<\/li>\n\n\n\n<li>Maria Marquezini (Ericsson)<\/li>\n\n\n\n<li>Washington Rodrigo Dias (UFSCar)<\/li>\n\n\n\n<li>Fabio L. Verdi&nbsp; (UFSCar)&nbsp;<\/li>\n\n\n\n<li>Tiago A. Almeida (UFSCar)&nbsp;<\/li>\n\n\n\n<li>Thiago Caproni (IF Sul de Minas\/UFSCar)&nbsp;<\/li>\n\n\n\n<li>Rafael Pasquini (UFU)&nbsp;<\/li>\n<\/ul>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>&#8211; Desenvolvendo solu\u00e7\u00f5es e insights usando aprendizado de m\u00e1quina nos dados de redes 5G no Brasil &#8211; Data\/Hor\u00e1rio: Quinta-feira (25\/05) &#8211; das 8:30 \u00e0s 17:30 Local: Sala E do Hotel Royal Tulip Bras\u00edlia Inscri\u00e7\u00e3o Descri\u00e7\u00e3o O avan\u00e7o do 5G tem sido uma das transforma\u00e7\u00f5es mais significativas no mundo da tecnologia nos \u00faltimos anos, e o [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-2351","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/sbrc.sbc.org.br\/2023\/wp-json\/wp\/v2\/pages\/2351","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sbrc.sbc.org.br\/2023\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sbrc.sbc.org.br\/2023\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sbrc.sbc.org.br\/2023\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/sbrc.sbc.org.br\/2023\/wp-json\/wp\/v2\/comments?post=2351"}],"version-history":[{"count":65,"href":"https:\/\/sbrc.sbc.org.br\/2023\/wp-json\/wp\/v2\/pages\/2351\/revisions"}],"predecessor-version":[{"id":3649,"href":"https:\/\/sbrc.sbc.org.br\/2023\/wp-json\/wp\/v2\/pages\/2351\/revisions\/3649"}],"wp:attachment":[{"href":"https:\/\/sbrc.sbc.org.br\/2023\/wp-json\/wp\/v2\/media?parent=2351"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}