{"id":55,"date":"2025-03-06T14:51:58","date_gmt":"2025-03-06T17:51:58","guid":{"rendered":"https:\/\/idric.ic.unicamp.br\/index.php\/home\/"},"modified":"2025-03-06T15:53:35","modified_gmt":"2025-03-06T18:53:35","slug":"home","status":"publish","type":"page","link":"https:\/\/idric.ic.unicamp.br\/","title":{"rendered":"Home"},"content":{"rendered":"<style>.kb-row-layout-id55_c6a1bf-8b > .kt-row-column-wrap{align-content:center;}:where(.kb-row-layout-id55_c6a1bf-8b > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:center;}.kb-row-layout-id55_c6a1bf-8b > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:var( --global-content-width, 1290px );padding-left:var(--global-content-edge-padding);padding-right:var(--global-content-edge-padding);padding-top:var(--global-kb-spacing-4xl, 8rem);padding-bottom:var(--global-kb-spacing-5xl, 10rem);min-height:650px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id55_c6a1bf-8b{background-image:url('https:\/\/idric.ic.unicamp.br\/wp-content\/uploads\/2025\/03\/close-up-of-a-hand-holding-a-smartphone.jpeg');background-size:cover;background-position:center center;background-attachment:scroll;background-repeat:no-repeat;}.kb-row-layout-id55_c6a1bf-8b > .kt-row-layout-overlay{opacity:0.90;background:linear-gradient(135deg,var(--global-palette1,#ffffff) 0%,var(--global-palette2,#EDF2F7) 99%);mix-blend-mode:normal;}.kb-row-layout-id55_c6a1bf-8b .kt-row-layout-bottom-sep{height:100px;}.kb-row-layout-id55_c6a1bf-8b .kt-row-layout-bottom-sep svg{width:100%;}.kb-row-layout-id55_c6a1bf-8b .kt-row-layout-bottom-sep svg{fill:var(--global-palette9, #ffffff)!important;}@media all and (max-width: 1024px){.kb-row-layout-id55_c6a1bf-8b > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 1024px){.kb-row-layout-id55_c6a1bf-8b .kt-row-layout-bottom-sep{height:px;}}@media all and (max-width: 1024px){.kb-row-layout-id55_c6a1bf-8b .kt-row-layout-bottom-sep svg{width:%;}}@media all and (max-width: 767px){.kb-row-layout-id55_c6a1bf-8b > .kt-row-column-wrap{padding-top:var(--global-kb-spacing-xl, 4rem);padding-bottom:var(--global-kb-spacing-xl, 4rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id55_c6a1bf-8b .kt-row-layout-bottom-sep{height:px;}.kb-row-layout-id55_c6a1bf-8b .kt-row-layout-bottom-sep svg{width:%;}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id55_c6a1bf-8b alignfull kt-row-has-bg kb-divider-static wp-block-kadence-rowlayout\"><div class=\"kt-row-layout-overlay kt-row-overlay-gradient\"><\/div><div class=\"kt-row-layout-bottom-sep kt-row-sep-type-sltl\"><svg viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\"><path d=\"M1000,0l-1000,100l1000,0l0,-100Z\" \/><\/svg><\/div><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-middle kb-theme-content-width\">\n<style>.kadence-column55_04564f-a4 > .kt-inside-inner-col,.kadence-column55_04564f-a4 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column55_04564f-a4 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column55_04564f-a4 > .kt-inside-inner-col{flex-direction:column;}.kadence-column55_04564f-a4 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column55_04564f-a4 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column55_04564f-a4{position:relative;}@media all and (max-width: 1024px){.kadence-column55_04564f-a4 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column55_04564f-a4 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column55_04564f-a4 inner-column-1\"><div class=\"kt-inside-inner-col\">\n<h2 class=\"wp-block-heading has-theme-palette-9-color has-text-color has-link-color wp-elements-00fa52dcc6f042658241fe736e7d3544\"><strong>Intelig\u00eancia Distribu\u00edda em Redes de Comunica\u00e7\u00e3o e Internet das Coisas<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"336\" src=\"https:\/\/idric.ic.unicamp.br\/wp-content\/uploads\/2025\/03\/logo-fapesp-2.png\" alt=\"\" class=\"wp-image-84\" style=\"width:374px;height:auto\" srcset=\"https:\/\/idric.ic.unicamp.br\/wp-content\/uploads\/2025\/03\/logo-fapesp-2.png 1000w, https:\/\/idric.ic.unicamp.br\/wp-content\/uploads\/2025\/03\/logo-fapesp-2-300x101.png 300w, https:\/\/idric.ic.unicamp.br\/wp-content\/uploads\/2025\/03\/logo-fapesp-2-768x258.png 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id55_b0b09c-ba > .kt-row-column-wrap{align-content:center;}:where(.kb-row-layout-id55_b0b09c-ba > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:center;}.kb-row-layout-id55_b0b09c-ba > .kt-row-column-wrap{column-gap:var(--global-kb-gap-lg, 4rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:var( --global-content-width, 1290px );padding-left:var(--global-content-edge-padding);padding-right:var(--global-content-edge-padding);padding-top:var(--global-kb-spacing-xxl, 5rem);padding-bottom:var(--global-kb-spacing-xxl, 5rem);grid-template-columns:minmax(0, calc(50% - ((var(--global-kb-gap-lg, 4rem) * 1 )\/2)))minmax(0, calc(50% - ((var(--global-kb-gap-lg, 4rem) * 1 )\/2)));}.kb-row-layout-id55_b0b09c-ba > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id55_b0b09c-ba > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-lg, 3rem);padding-bottom:var(--global-kb-spacing-lg, 3rem);grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id55_b0b09c-ba > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id55_b0b09c-ba alignfull has-theme-palette9-background-color kt-row-has-bg wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-equal kt-tab-layout-row kt-mobile-layout-row kt-row-valign-middle kb-theme-content-width\">\n<style>.kadence-column55_560bdc-ea > .kt-inside-inner-col,.kadence-column55_560bdc-ea > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column55_560bdc-ea > .kt-inside-inner-col{column-gap:0px;}.kadence-column55_560bdc-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column55_560bdc-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column55_560bdc-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column55_560bdc-ea{text-align:left;}.kadence-column55_560bdc-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column55_560bdc-ea > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column55_560bdc-ea > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column55_560bdc-ea kb-section-dir-vertical inner-column-2\"><div class=\"kt-inside-inner-col\">\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"359\" src=\"https:\/\/idric.ic.unicamp.br\/wp-content\/uploads\/2025\/03\/logo-idric-1-1024x359.png\" alt=\"\" class=\"wp-image-81\" style=\"width:562px;height:auto\" srcset=\"https:\/\/idric.ic.unicamp.br\/wp-content\/uploads\/2025\/03\/logo-idric-1-1024x359.png 1024w, https:\/\/idric.ic.unicamp.br\/wp-content\/uploads\/2025\/03\/logo-idric-1-300x105.png 300w, https:\/\/idric.ic.unicamp.br\/wp-content\/uploads\/2025\/03\/logo-idric-1-768x269.png 768w, https:\/\/idric.ic.unicamp.br\/wp-content\/uploads\/2025\/03\/logo-idric-1-1536x538.png 1536w, https:\/\/idric.ic.unicamp.br\/wp-content\/uploads\/2025\/03\/logo-idric-1-2048x718.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column55_f7b0ca-f8 > .kt-inside-inner-col{display:flex;}.kadence-column55_f7b0ca-f8 > .kt-inside-inner-col,.kadence-column55_f7b0ca-f8 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column55_f7b0ca-f8 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column55_f7b0ca-f8 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}.kadence-column55_f7b0ca-f8 > .kt-inside-inner-col > .aligncenter{width:100%;}.kt-row-column-wrap > .kadence-column55_f7b0ca-f8{align-self:center;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column55_f7b0ca-f8{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column55_f7b0ca-f8 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}.kadence-column55_f7b0ca-f8 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column55_f7b0ca-f8{text-align:left;}.kadence-column55_f7b0ca-f8{position:relative;}@media all and (max-width: 1024px){.kt-row-column-wrap > .kadence-column55_f7b0ca-f8{align-self:center;}}@media all and (max-width: 1024px){.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column55_f7b0ca-f8{align-self:auto;}}@media all and (max-width: 1024px){.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column55_f7b0ca-f8 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 1024px){.kadence-column55_f7b0ca-f8 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kt-row-column-wrap > .kadence-column55_f7b0ca-f8{align-self:center;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column55_f7b0ca-f8{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column55_f7b0ca-f8 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}.kadence-column55_f7b0ca-f8 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column55_f7b0ca-f8 kb-section-dir-vertical inner-column-1\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading55_12397d-43, .wp-block-kadence-advancedheading.kt-adv-heading55_12397d-43[data-kb-block=\"kb-adv-heading55_12397d-43\"]{text-align:left;font-size:var(--global-kb-font-size-sm, 0.9rem);font-weight:300;font-style:normal;text-transform:uppercase;letter-spacing:1px;}.wp-block-kadence-advancedheading.kt-adv-heading55_12397d-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading55_12397d-43[data-kb-block=\"kb-adv-heading55_12397d-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading55_12397d-43, .wp-block-kadence-advancedheading.kt-adv-heading55_12397d-43[data-kb-block=\"kb-adv-heading55_12397d-43\"]{text-align:center!important;}}<\/style>\n<div class=\"kt-adv-heading55_12397d-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading55_12397d-43\">Projeto tem\u00e1tico fapesp<\/div>\n\n\n\n<p><strong>Intelig\u00eancia Distribu\u00edda em Redes de Comunica\u00e7\u00e3o e Internet das Coisas<\/strong><br><\/p>\n\n\n<style>.wp-block-kadence-advancedbtn.kb-btns55_670ae6-45{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns55_670ae6-45 .kt-button{font-weight:normal;font-style:normal;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns55_670ae6-45\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn55_ba919c-89.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn55_ba919c-89.kb-button{color:var(--global-palette1, #3182CE);border-top-color:var(--global-palette1, #3182CE);border-top-style:solid;border-right-color:var(--global-palette1, #3182CE);border-right-style:solid;border-bottom-color:var(--global-palette1, #3182CE);border-bottom-style:solid;border-left-color:var(--global-palette1, #3182CE);border-left-style:solid;}@media all and (max-width: 1024px){.wp-block-kadence-advancedbtn .kb-btn55_ba919c-89.kb-button{border-top-color:var(--global-palette1, #3182CE);border-top-style:solid;border-right-color:var(--global-palette1, #3182CE);border-right-style:solid;border-bottom-color:var(--global-palette1, #3182CE);border-bottom-style:solid;border-left-color:var(--global-palette1, #3182CE);border-left-style:solid;}}@media all and (max-width: 1024px){.kb-btn55_ba919c-89.kb-button .kb-svg-icon-wrap{display:block;}}@media all and (max-width: 767px){.wp-block-kadence-advancedbtn .kb-btn55_ba919c-89.kb-button{border-top-color:var(--global-palette1, #3182CE);border-top-style:solid;border-right-color:var(--global-palette1, #3182CE);border-right-style:solid;border-bottom-color:var(--global-palette1, #3182CE);border-bottom-style:solid;border-left-color:var(--global-palette1, #3182CE);border-left-style:solid;}}<\/style><a class=\"kb-button kt-button button kb-btn55_ba919c-89 kt-btn-size-standard kt-btn-width-type-auto kb-btn-global-outline kt-btn-has-text-true kt-btn-has-svg-true kb-btn-global-inherit wp-block-kadence-singlebtn\" href=\"https:\/\/idric.ic.unicamp.br\/index.php\/about\/\"><span class=\"kt-btn-inner-text\">Resumo e Objetivo<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id55_b51822-a2 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id55_b51822-a2 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id55_b51822-a2 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:var( --global-content-width, 1290px );padding-left:var(--global-content-edge-padding);padding-right:var(--global-content-edge-padding);padding-top:var(--global-kb-spacing-5xl, 10rem);padding-bottom:var(--global-kb-spacing-5xl, 10rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id55_b51822-a2 > .kt-row-layout-overlay{opacity:0.30;}.kb-row-layout-id55_b51822-a2 .kt-row-layout-bottom-sep{height:100px;}.kb-row-layout-id55_b51822-a2 .kt-row-layout-bottom-sep svg{width:100%;}.kb-row-layout-id55_b51822-a2 .kt-row-layout-bottom-sep svg{fill:var(--global-palette9, #ffffff)!important;}.kb-row-layout-id55_b51822-a2 .kt-row-layout-top-sep{height:100px;}.kb-row-layout-id55_b51822-a2 .kt-row-layout-top-sep svg{width:100%;}.kb-row-layout-id55_b51822-a2 .kt-row-layout-top-sep svg{fill:var(--global-palette9, #ffffff)!important;}@media all and (max-width: 1024px){.kb-row-layout-id55_b51822-a2 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 1024px){.kb-row-layout-id55_b51822-a2 .kt-row-layout-bottom-sep{height:px;}}@media all and (max-width: 1024px){.kb-row-layout-id55_b51822-a2 .kt-row-layout-bottom-sep svg{width:%;}}@media all and (max-width: 767px){.kb-row-layout-id55_b51822-a2 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id55_b51822-a2 .kt-row-layout-bottom-sep{height:px;}.kb-row-layout-id55_b51822-a2 .kt-row-layout-bottom-sep svg{width:%;}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id55_b51822-a2 alignfull has-theme-palette8-background-color kt-row-has-bg wp-block-kadence-rowlayout\"><div class=\"kt-row-layout-top-sep kt-row-sep-type-sltl\"><svg viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\"><path d=\"M1000,0l-1000,100l1000,0l0,-100Z\" \/><\/svg><\/div><div class=\"kt-row-layout-bottom-sep kt-row-sep-type-sltl\"><svg viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\"><path d=\"M1000,0l-1000,100l1000,0l0,-100Z\" \/><\/svg><\/div><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top kb-theme-content-width\">\n<style>.kadence-column55_3ead78-97 > .kt-inside-inner-col,.kadence-column55_3ead78-97 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column55_3ead78-97 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column55_3ead78-97 > .kt-inside-inner-col{flex-direction:column;}.kadence-column55_3ead78-97 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column55_3ead78-97 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column55_3ead78-97{position:relative;}@media all and (max-width: 1024px){.kadence-column55_3ead78-97 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column55_3ead78-97 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column55_3ead78-97\"><div class=\"kt-inside-inner-col\">\n<p>A matura\u00e7\u00e3o de algoritmos de aprendizado de m\u00e1quina, avan\u00e7os na capacidade computacional e maior disponibilidade de dados levou ao pervasivo uso de IA nos mais variados contextos da vida cotidiana. H\u00e1 d\u00e9cadas, procura-se automatizar o gerenciamento de redes, tendo sido propostos diversos paradigmas de gerenciamento tais como redes auton\u00f4micas e, mais recentemente, o paradigma zero touch. Vislumbra-se que IA ser\u00e1 um elemento constituinte das futuras tecnologias de redes, tais como redes celulares 6G, assim como a virtualiza\u00e7\u00e3o de redes comp\u00f5e a arquitetura das atuais redes 5G. Por outro lado, a imensa quantidade de dados produzida por sensores na Internet das Coisas possibilita uma s\u00e9rie de servi\u00e7os baseados em IA.<\/p>\n\n\n\n<p>Nos \u00faltimos anos, diversos mecanismos baseados em IA tem sido propostos para transmiss\u00e3o de dados, gerenciamento de redes e servi\u00e7os, a fim de superar a limita\u00e7\u00e3o de se lidar com a grande quantidade de par\u00e2metros t\u0131\u0301pica em redes de comunica\u00e7\u00e3o, bem como promover automatiza\u00e7\u00e3o inteligente de sistemas nessas redes. O uso de IA em in- fraestruturas de comunica\u00e7\u00e3o e IoT encontra-se em est\u00e1gio incipiente. O estado da arte concentra-se em identificar e propor solu\u00e7\u00f5es de IA para diversas tecnologias de redes e servi\u00e7os, considerando a especificidade desses. Acredita-se que ap\u00f3s a constru\u00e7\u00e3o de um arcabou\u00e7o de conhecimento significativo sobre uso de IA em diferentes cen\u00e1rios de redes, o estado da arte migrar\u00e1 para busca de propostas de uso de IA para integrar diversas solu\u00e7\u00f5es em uma abordagem mais sist\u00eamica.<\/p>\n\n\n\n<p>Postula-se, no entanto, que o atual estado da arte de investiga\u00e7\u00e3o de solu\u00e7\u00f5es baseadas em IA para diferentes problemas de opera\u00e7\u00e3o de redes, IoT e servi\u00e7os necessita ainda de extenso desenvolvimento para que se possa consolidar o conhecimento necess\u00e1rio para uma evolu\u00e7\u00e3o segura e consciente dos benef\u0131\u0301cios e limita\u00e7\u00f5es do uso de IA nesses sistemas, bem como para possibilitar a transi\u00e7\u00e3o para uma estado da arte envolvendo solu\u00e7\u00f5es sist\u00eamicas. \u00c9, portanto, crucial que o atual estado da arte do uso de IA em redes seja consolidado para permitir avan\u00e7os concretos nas tecnologias de redes e os consequentes benef\u0131\u0301cios dessa evolu\u00e7\u00e3o para a Sociedade.<\/p>\n\n\n\n<p>Assim, em conson\u00e2ncia com o estado da arte, Postula-se, portanto, que o problema fundamental a ser tratado por este projeto de pesquisa \u00e9: elaborar t\u00e9cnicas de gerencia mento de infraestrutura e servi\u00e7os baseadas em Intelig\u00eancia artificial distribu\u0131\u0301da para viabilizar novos servi\u00e7os, sistemas e infraestruturas de comunica\u00e7\u00e3o inteligentes.<\/p>\n\n\n\n<p>Este projeto, chamado&nbsp;<a href=\"https:\/\/bv.fapesp.br\/pt\/auxilios\/114015\/inteligencia-distribuida-em-redes-de-comunicacao-e-internet-das-coisas\/\" target=\"_blank\" rel=\"noreferrer noopener\">Intelig\u00eancia Distribu\u00edda em Redes de Comunica\u00e7\u00e3o e Internet das Coisas<\/a>, \u00e9 patrocinado pela Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo \u2013 FAPESP (projeto n\u00famero 2023\/00673-7) e envolve diversas 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