{"id":3423,"date":"2025-03-20T11:24:31","date_gmt":"2025-03-20T11:24:31","guid":{"rendered":"https:\/\/oktawave.com\/pl\/blog\/?p=3423"},"modified":"2025-03-20T11:24:32","modified_gmt":"2025-03-20T11:24:32","slug":"edge-computing-czy-to-przyszlosc-chmury","status":"publish","type":"post","link":"https:\/\/oktawave.com\/pl\/blog\/news\/edge-computing-czy-to-przyszlosc-chmury\/","title":{"rendered":"Edge computing \u2013 czy to przysz\u0142o\u015b\u0107 chmury?"},"content":{"rendered":"\n<p>Chmura publiczna dominuje rynek, ale nowy gracz \u2013 edge computing \u2013 mo\u017ce radykalnie zmieni\u0107 spos\u00f3b przetwarzania danych. Czy to jedynie chwilowa fascynacja \u015bwiata IT, czy mo\u017ce kluczowa technologia przysz\u0142o\u015bci? Co sprawia, \u017ce to rozwi\u0105zanie zyskuje na znaczeniu i jak wp\u0142ywa na rozw\u00f3j chmury?<\/p>\n\n\n\n<!--more-->\n\n\n\n<h2 class=\"wp-block-heading\">Czym jest edge computing?<\/h2>\n\n\n\n<p>Edge computing to architektura przetwarzania danych, w kt\u00f3rej obliczenia odbywaj\u0105 si\u0119 bezpo\u015brednio przy ich \u017ar\u00f3dle, nie w centralnym data center lub w chmurze publicznej. Zamiast przesy\u0142a\u0107 dane na du\u017ce odleg\u0142o\u015bci, s\u0105 one analizowane tam, gdzie powsta\u0142y \u2013 na urz\u0105dzeniach ko\u0144cowych, bramkach sieciowych czy mikrocentrach danych. Pozwala to na szybsze reakcje i mniejsze op\u00f3\u017anienia. Dzi\u0119ki temu przedsi\u0119biorstwa mog\u0105 zyska\u0107 wi\u0119ksz\u0105 autonomi\u0119 w zarz\u0105dzaniu danymi oraz poprawi\u0107 wydajno\u015b\u0107 operacyjn\u0105.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Jak dzia\u0142a ta technologia?<\/h3>\n\n\n\n<p>Edge computing wykorzystuje rozproszon\u0105 infrastruktur\u0119, obejmuj\u0105c\u0105 sensory IoT, urz\u0105dzenia brzegowe, bramy sieciowe i mikrocentra danych. Proces przetwarzania odbywa si\u0119 w kilku etapach:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Reakcja w czasie rzeczywistym \u2013 na podstawie lokalnych analiz system podejmuje decyzje, np. w przypadku autonomicznych pojazd\u00f3w czy system\u00f3w bezpiecze\u0144stwa.<\/li>\n\n\n\n<li>Zbieranie danych \u2013 sensory IoT i urz\u0105dzenia ko\u0144cowe rejestruj\u0105 informacje, np. temperatur\u0119, ruch czy ci\u015bnienie.<\/li>\n\n\n\n<li>Wst\u0119pne przetwarzanie \u2013 dane s\u0105 analizowane na brzegu sieci, co pozwala usun\u0105\u0107 nieistotne informacje i wykry\u0107 kluczowe wzorce.<\/li>\n\n\n\n<li>Przesy\u0142anie do chmury \u2013 tylko przetworzone i istotne dane s\u0105 wysy\u0142ane do centralnych system\u00f3w w celu dalszej analizy lub przechowywania.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Jak edge computing wsp\u00f3\u0142pracuje z chmur\u0105?<\/h3>\n\n\n\n<p>Chocia\u017c edge computing bywa postrzegany jako alternatywa dla chmury, w rzeczywisto\u015bci oba rozwi\u0105zania pe\u0142ni\u0105 komplementarne role. Chmura pozostaje kluczowa w przechowywaniu, analizie i zarz\u0105dzaniu danymi, a edge computing umo\u017cliwia ich szybkie przetwarzanie tam, gdzie s\u0105 generowane.<\/p>\n\n\n\n<p>Firmy coraz cz\u0119\u015bciej wdra\u017caj\u0105 model hybrydowy, \u0142\u0105cz\u0105cy chmur\u0119 i edge computing. Edge analizuje dane lokalnie i filtruje informacje, podczas gdy chmura odpowiada za zaawansowane procesy, takie jak AI i d\u0142ugoterminowe przechowywanie. W efekcie powstaje elastyczne, skalowalne i efektywne \u015brodowisko dla nowoczesnych aplikacji biznesowych. Dzi\u0119ki tej wsp\u00f3\u0142pracy chmura mo\u017ce skupi\u0107 si\u0119 na d\u0142ugoterminowym zarz\u0105dzaniu danymi i zaawansowanej analizie, a edge computing pozwala na natychmiastowe przetwarzanie informacji tam, gdzie s\u0105 one generowane. Dane nie musz\u0105 by\u0107 natychmiast wysy\u0142ane do chmury, co redukuje op\u00f3\u017anienia i optymalizuje koszty transmisji.<\/p>\n\n\n\n<p>To podej\u015bcie jest kluczowe w bran\u017cach wymagaj\u0105cych b\u0142yskawicznej reakcji, takich jak przemys\u0142, motoryzacja, inteligentne miasta czy opieka zdrowotna. W fabrykach edge analizuje dane z czujnik\u00f3w w czasie rzeczywistym, zapobiegaj\u0105c awariom, a chmura pozwala na prognozowanie trend\u00f3w i optymalizacj\u0119 proces\u00f3w. W medycynie umo\u017cliwia b\u0142yskawiczne przetwarzanie obraz\u00f3w diagnostycznych, a chmura wspiera lekarzy w analizie d\u0142ugoterminowej i badaniach nad nowymi metodami leczenia.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Korzy\u015bci <\/h2>\n\n\n\n<p>Edge computing oferuje wiele korzy\u015bci, kt\u00f3re sprawiaj\u0105, \u017ce firmy coraz ch\u0119tniej si\u0119gaj\u0105 po to rozwi\u0105zanie:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Minimalizacja op\u00f3\u017anie\u0144 \u2013 dane s\u0105 przetwarzane lokalnie, co eliminuje konieczno\u015b\u0107 ich przesy\u0142ania do chmury i skraca czas reakcji.<\/li>\n\n\n\n<li>Ni\u017csze koszty operacyjne \u2013 zmniejszenie zu\u017cycia pasma sieciowego i ograniczenie transferu danych do chmury mo\u017ce znacz\u0105co obni\u017cy\u0107 wydatki.<\/li>\n\n\n\n<li>Wi\u0119ksza ochrona prywatno\u015bci \u2013 przetwarzanie danych na brzegu sieci pozwala na lepsz\u0105 kontrol\u0119 nad informacjami, co jest kluczowe w bran\u017cach regulowanych.<\/li>\n\n\n\n<li>Zwi\u0119kszona odporno\u015b\u0107 na awarie \u2013 w przypadku problem\u00f3w z \u0142\u0105czno\u015bci\u0105 edge computing utrzymuje dzia\u0142anie system\u00f3w, nawet gdy chmura jest niedost\u0119pna.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Przysz\u0142o\u015b\u0107 chmury i edge computing<\/h2>\n\n\n\n<p>Chmura i edge computing nie b\u0119d\u0105 konkurowa\u0107, lecz coraz mocniej si\u0119 integrowa\u0107. Rozw\u00f3j sieci 5G pozwoli na b\u0142yskawiczny przesy\u0142 danych i obs\u0142ug\u0119 ogromnej liczby urz\u0105dze\u0144 IoT. Dzi\u0119ki temu edge computing zyska jeszcze wi\u0119ksze znaczenie w inteligentnych miastach, systemach AR\/VR czy telemedycynie.<\/p>\n\n\n\n<p>Sztuczna inteligencja i automatyzacja b\u0119d\u0105 odgrywa\u0107 coraz wi\u0119ksz\u0105 rol\u0119 na brzegu sieci. Urz\u0105dzenia edge stan\u0105 si\u0119 bardziej autonomiczne i b\u0119d\u0105 podejmowa\u0107 decyzje w oparciu o algorytmy AI. To istotne w sektorach takich jak przemys\u0142 4.0, motoryzacja czy bezpiecze\u0144stwo cyfrowe. Jednak wi\u0119ksza decentralizacja oznacza tak\u017ce nowe wyzwania zwi\u0105zane z cyberbezpiecze\u0144stwem, wymagaj\u0105c wdra\u017cania zaawansowanych technologii ochrony danych, takich jak segmentacja sieci, szyfrowanie homomorficzne czy mechanizmy uwierzytelniania biometrycznego.<\/p>\n\n\n\n<p>Wa\u017cnym trendem b\u0119dzie standaryzacja technologii edge. Obecnie brak jednolitych norm sprawia, \u017ce firmy tworz\u0105 w\u0142asne rozwi\u0105zania. W przysz\u0142o\u015bci wi\u0119ksza interoperacyjno\u015b\u0107 pozwoli na \u0142atwiejsze wdra\u017canie edge computing w r\u00f3\u017cnych bran\u017cach. Rozwi\u0105zanie b\u0119dzie mia\u0142o tak\u017ce pozytywny wp\u0142yw na ekologi\u0119. Lokalne przetwarzanie danych ograniczy zapotrzebowanie na du\u017ce centra danych, co zmniejszy zu\u017cycie energii i emisj\u0119 CO\u2082. Firmy coraz cz\u0119\u015bciej b\u0119d\u0105 szuka\u0107 rozwi\u0105za\u0144 zgodnych z polityk\u0105 ESG, kt\u00f3re \u0142\u0105cz\u0105 wydajno\u015b\u0107 z odpowiedzialno\u015bci\u0105 \u015brodowiskow\u0105.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Next Gen Cloud<\/strong><\/h2>\n\n\n\n<p>Edge computing nie zast\u0105pi chmury, ale stanie si\u0119 jej kluczowym uzupe\u0142nieniem. Firmy, kt\u00f3re chc\u0105 by\u0107 liderami innowacji, powinny ju\u017c teraz eksplorowa\u0107 mo\u017cliwo\u015bci integracji technologii w swoich strategiach IT. Wzrost liczby urz\u0105dze\u0144 IoT, rozw\u00f3j sieci 5G i rosn\u0105ca moc obliczeniowa urz\u0105dze\u0144 brzegowych sprawi\u0105, \u017ce b\u0119dzie to jeden z filar\u00f3w przysz\u0142o\u015bci cyfrowego \u015bwiata.<\/p>\n\n\n\n<p>Oktawave, rozwijaj\u0105c projekt&nbsp;<strong>Next Gen Cloud w ramach IPCEI CIS,<\/strong>&nbsp;stawia na innowacyjne podej\u015bcie do chmurowych us\u0142ug, koncentruj\u0105c si\u0119 na bezpiecze\u0144stwie, skalowalno\u015bci i wydajno\u015bci. Integracja edge computing z istniej\u0105c\u0105 infrastruktur\u0105 umo\u017cliwi szybsze przetwarzanie danych i optymalizacj\u0119 zasob\u00f3w IT.<\/p>\n\n\n\n<p>Czytaj wi\u0119cej o projekcie Next Gen Cloud w ramach inicjatywy IPCEI-CIS > <a href=\"https:\/\/oktawave.com\/pl\/blog\/news\/oktawave-wspoltworzy-przyszlosc-europejskiej-chmury\/\">https:\/\/oktawave.com\/pl\/blog\/news\/oktawave-wspoltworzy-przyszlosc-europejskiej-chmury\/<\/a><\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\"><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u00a0<\/h2>\n\n\n<style>.wp-block-kadence-spacer.kt-block-spacer-3423_da5796-d2 .kt-block-spacer{height:20px;}.wp-block-kadence-spacer.kt-block-spacer-3423_da5796-d2 .kt-divider{border-top-width:1px;height:1px;border-top-color:#eee;width:80%;border-top-style:solid;}<\/style>\n<div class=\"wp-block-kadence-spacer aligncenter kt-block-spacer-3423_da5796-d2\"><div class=\"kt-block-spacer kt-block-spacer-halign-center\"><\/div><\/div>\n\n\n<style>.wp-block-kadence-spacer.kt-block-spacer-2690_193aa7-d0 .kt-block-spacer{height:20px;}.wp-block-kadence-spacer.kt-block-spacer-2690_193aa7-d0 .kt-divider{border-top-width:1px;height:1px;border-top-color:#eee;width:80%;border-top-style:solid;}<\/style>\n<div class=\"wp-block-kadence-spacer aligncenter kt-block-spacer-2690_193aa7-d0\"><div class=\"kt-block-spacer kt-block-spacer-halign-center\"><\/div><\/div>\n\n\n\n<p class=\"h3 postbox-h\">Ostatnie wpisy<\/p>\n\n\n<style>.kb-posts-id-2690_eb9a88-b6 .entry.loop-entry .entry-header .entry-title{font-size:16px;line-height:1.5em;}.kb-posts-id-2690_eb9a88-b6 .kb-post-list-item{display:grid;}<\/style><ul class=\"wp-block-kadence-posts kb-posts kadence-posts-list kb-posts-id-2690_eb9a88-b6 content-wrap grid-cols kb-posts-style-boxed grid-sm-col-2 grid-lg-col-3 item-image-style-above  posts-box-before-post\"><li class=\"kb-post-list-item\">\n\t<article class=\"entry content-bg loop-entry post-3526 post type-post status-publish format-standard has-post-thumbnail hentry category-news category-technologia tag-edge-computing tag-ipcei tag-ipcei-cis tag-kpo tag-next-gen-cloud\">\n\t\t\t\t<a aria-hidden=\"true\" tabindex=\"-1\" role=\"presentation\" class=\"post-thumbnail kadence-thumbnail-ratio-2-3\" href=\"https:\/\/oktawave.com\/pl\/blog\/news\/postep-prac-w-projekcie-next-gen-cloud-zadanie-1-etap-trzeci-podsumowanie\/\" aria-label=\"Post\u0119p Prac w Projekcie Next Gen Cloud \u2013 Zadanie 1 (etap trzeci \u2013 podsumowanie)\">\n\t\t\t<div class=\"post-thumbnail-inner\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"381\" src=\"https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2026\/01\/IPCEI-BLOG-4-768x381.png\" class=\"attachment-medium_large size-medium_large wp-post-image\" alt=\"Post\u0119p Prac w Projekcie Next Gen Cloud \u2013 Zadanie 1 (etap trzeci \u2013 podsumowanie)\" srcset=\"https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2026\/01\/IPCEI-BLOG-4-768x381.png 768w, https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2026\/01\/IPCEI-BLOG-4-300x149.png 300w, https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2026\/01\/IPCEI-BLOG-4-1024x508.png 1024w, https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2026\/01\/IPCEI-BLOG-4.png 1500w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/>\t\t\t<\/div>\n\t\t<\/a><!-- .post-thumbnail -->\n\t\t\t\t<div class=\"entry-content-wrap\">\n\t\t\t<header class=\"entry-header\">\n\t\t<div class=\"entry-taxonomies\">\n\t\t<span class=\"category-links term-links category-style-normal\">\n\t\t\t<a href=\"https:\/\/oktawave.com\/pl\/blog\/kategoria\/news\/\" rel=\"category tag\">news<\/a> | <a href=\"https:\/\/oktawave.com\/pl\/blog\/kategoria\/technologia\/\" rel=\"category tag\">technologia<\/a>\t\t<\/span>\n\t<\/div><!-- .entry-taxonomies -->\n\t<h3 class=\"entry-title\"><a href=\"https:\/\/oktawave.com\/pl\/blog\/news\/postep-prac-w-projekcie-next-gen-cloud-zadanie-1-etap-trzeci-podsumowanie\/\" rel=\"bookmark\">Post\u0119p Prac w Projekcie Next Gen Cloud \u2013 Zadanie 1 (etap trzeci \u2013 podsumowanie)<\/a><\/h3><\/header><!-- .entry-header -->\n<footer class=\"entry-footer\">\n\t<\/footer><!-- .entry-footer -->\t\t<\/div>\n\t<\/article>\n<\/li>\n<li class=\"kb-post-list-item\">\n\t<article class=\"entry content-bg loop-entry post-3508 post type-post status-publish format-standard has-post-thumbnail hentry category-news category-technologia tag-edge-computing tag-ipcei tag-ipcei-cis tag-kpo tag-next-gen-cloud\">\n\t\t\t\t<a aria-hidden=\"true\" tabindex=\"-1\" role=\"presentation\" class=\"post-thumbnail kadence-thumbnail-ratio-2-3\" href=\"https:\/\/oktawave.com\/pl\/blog\/news\/postep-prac-w-projekcie-next-gen-cloud-zadanie-1-etap-drugi\/\" aria-label=\"Post\u0119p Prac w Projekcie Next Gen Cloud \u2013 Zadanie 1 (etap drugi)\">\n\t\t\t<div class=\"post-thumbnail-inner\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"381\" src=\"https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2026\/01\/IPCEI-BLOG-3-1-768x381.png\" class=\"attachment-medium_large size-medium_large wp-post-image\" alt=\"Post\u0119p Prac w Projekcie Next Gen Cloud \u2013 Zadanie 1 (etap drugi)\" srcset=\"https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2026\/01\/IPCEI-BLOG-3-1-768x381.png 768w, https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2026\/01\/IPCEI-BLOG-3-1-300x149.png 300w, https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2026\/01\/IPCEI-BLOG-3-1-1024x508.png 1024w, https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2026\/01\/IPCEI-BLOG-3-1.png 1500w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/>\t\t\t<\/div>\n\t\t<\/a><!-- .post-thumbnail -->\n\t\t\t\t<div class=\"entry-content-wrap\">\n\t\t\t<header class=\"entry-header\">\n\t\t<div class=\"entry-taxonomies\">\n\t\t<span class=\"category-links term-links category-style-normal\">\n\t\t\t<a href=\"https:\/\/oktawave.com\/pl\/blog\/kategoria\/news\/\" rel=\"category tag\">news<\/a> | <a href=\"https:\/\/oktawave.com\/pl\/blog\/kategoria\/technologia\/\" rel=\"category tag\">technologia<\/a>\t\t<\/span>\n\t<\/div><!-- .entry-taxonomies -->\n\t<h3 class=\"entry-title\"><a href=\"https:\/\/oktawave.com\/pl\/blog\/news\/postep-prac-w-projekcie-next-gen-cloud-zadanie-1-etap-drugi\/\" rel=\"bookmark\">Post\u0119p Prac w Projekcie Next Gen Cloud \u2013 Zadanie 1 (etap drugi)<\/a><\/h3><\/header><!-- .entry-header -->\n<footer class=\"entry-footer\">\n\t<\/footer><!-- .entry-footer -->\t\t<\/div>\n\t<\/article>\n<\/li>\n<li class=\"kb-post-list-item\">\n\t<article class=\"entry content-bg loop-entry post-3503 post type-post status-publish format-standard has-post-thumbnail hentry category-news category-suwerenna-chmura category-technologia tag-cloud-sovereignty tag-next-gen-cloud tag-suwerennosc\">\n\t\t\t\t<a aria-hidden=\"true\" tabindex=\"-1\" role=\"presentation\" class=\"post-thumbnail kadence-thumbnail-ratio-2-3\" href=\"https:\/\/oktawave.com\/pl\/blog\/news\/sov-praktyczny-przewodnik-czyli-jak-oceniac-dostawcow-chmury\/\" aria-label=\"Jak czyta\u0107 SOV i ocenia\u0107 dostawc\u00f3w chmury \u2013 praktyczny przewodnik dla klient\u00f3w\">\n\t\t\t<div class=\"post-thumbnail-inner\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"430\" src=\"https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2026\/01\/24222-768x430.jpg\" class=\"attachment-medium_large size-medium_large wp-post-image\" alt=\"Jak czyta\u0107 SOV i ocenia\u0107 dostawc\u00f3w chmury \u2013 praktyczny przewodnik dla klient\u00f3w\" srcset=\"https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2026\/01\/24222-768x430.jpg 768w, https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2026\/01\/24222-300x168.jpg 300w, https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2026\/01\/24222.jpg 1000w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/>\t\t\t<\/div>\n\t\t<\/a><!-- .post-thumbnail -->\n\t\t\t\t<div class=\"entry-content-wrap\">\n\t\t\t<header class=\"entry-header\">\n\t\t<div class=\"entry-taxonomies\">\n\t\t<span class=\"category-links term-links category-style-normal\">\n\t\t\t<a href=\"https:\/\/oktawave.com\/pl\/blog\/kategoria\/news\/\" rel=\"category tag\">news<\/a> | <a href=\"https:\/\/oktawave.com\/pl\/blog\/kategoria\/suwerenna-chmura\/\" rel=\"category tag\">suwerenna chmura<\/a> | <a href=\"https:\/\/oktawave.com\/pl\/blog\/kategoria\/technologia\/\" rel=\"category tag\">technologia<\/a>\t\t<\/span>\n\t<\/div><!-- .entry-taxonomies -->\n\t<h3 class=\"entry-title\"><a href=\"https:\/\/oktawave.com\/pl\/blog\/news\/sov-praktyczny-przewodnik-czyli-jak-oceniac-dostawcow-chmury\/\" rel=\"bookmark\">Jak czyta\u0107 SOV i ocenia\u0107 dostawc\u00f3w chmury \u2013 praktyczny przewodnik dla klient\u00f3w<\/a><\/h3><\/header><!-- .entry-header -->\n<footer class=\"entry-footer\">\n\t<\/footer><!-- .entry-footer -->\t\t<\/div>\n\t<\/article>\n<\/li>\n<\/ul>\n\n\n<p class=\"h3 postbox-h\">Mo\u017ce zainteresuj\u0105 Ci\u0119 tak\u017ce&#8230;<\/p>\n\n\n<style>.kb-posts-id-2690_c7bfc1-5f .entry.loop-entry .entry-header .entry-title{font-size:16px;line-height:1.5em;}.kb-posts-id-2690_c7bfc1-5f .kb-post-list-item{display:grid;}<\/style><ul class=\"wp-block-kadence-posts kb-posts kadence-posts-list kb-posts-id-2690_c7bfc1-5f content-wrap grid-cols kb-posts-style-boxed grid-sm-col-2 grid-lg-col-3 item-image-style-above  posts-box-before-post\"><li class=\"kb-post-list-item\">\n\t<article class=\"entry content-bg loop-entry post-3324 post type-post status-publish format-standard has-post-thumbnail hentry category-uslugi category-webinary tag-azure tag-cloud-masters tag-optymalizacja tag-support tag-uslugi-inzynieryjne tag-uslugi-wsparcia\">\n\t\t\t\t<a aria-hidden=\"true\" tabindex=\"-1\" role=\"presentation\" class=\"post-thumbnail kadence-thumbnail-ratio-2-3\" href=\"https:\/\/oktawave.com\/pl\/blog\/uslugi\/optymalizacja-kosztow-chmury-azure\/\" aria-label=\"Optymalizacja koszt\u00f3w chmury w Microsoft Azure\">\n\t\t\t<div class=\"post-thumbnail-inner\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"477\" src=\"https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2024\/05\/BLOG-768x477.png\" class=\"attachment-medium_large size-medium_large wp-post-image\" alt=\"Optymalizacja koszt\u00f3w chmury w Microsoft Azure\" srcset=\"https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2024\/05\/BLOG-768x477.png 768w, https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2024\/05\/BLOG-300x186.png 300w, https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2024\/05\/BLOG-1024x636.png 1024w, https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2024\/05\/BLOG-1536x954.png 1536w, https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2024\/05\/BLOG.png 2048w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/>\t\t\t<\/div>\n\t\t<\/a><!-- .post-thumbnail -->\n\t\t\t\t<div class=\"entry-content-wrap\">\n\t\t\t<header class=\"entry-header\">\n\t\t<div class=\"entry-taxonomies\">\n\t\t<span class=\"category-links term-links category-style-normal\">\n\t\t\t<a href=\"https:\/\/oktawave.com\/pl\/blog\/kategoria\/uslugi\/\" rel=\"category tag\">us\u0142ugi<\/a> | <a href=\"https:\/\/oktawave.com\/pl\/blog\/kategoria\/webinary\/\" rel=\"category tag\">webinary<\/a>\t\t<\/span>\n\t<\/div><!-- .entry-taxonomies -->\n\t<h3 class=\"entry-title\"><a href=\"https:\/\/oktawave.com\/pl\/blog\/uslugi\/optymalizacja-kosztow-chmury-azure\/\" rel=\"bookmark\">Optymalizacja koszt\u00f3w chmury w Microsoft Azure<\/a><\/h3><\/header><!-- .entry-header -->\n<footer class=\"entry-footer\">\n\t<\/footer><!-- .entry-footer -->\t\t<\/div>\n\t<\/article>\n<\/li>\n<li class=\"kb-post-list-item\">\n\t<article class=\"entry content-bg loop-entry post-3331 post type-post status-publish format-standard has-post-thumbnail hentry category-uslugi category-webinary tag-cloud-masters tag-gcp tag-google-cloud tag-optymalizacja tag-support tag-uslugi-inzynieryjne tag-uslugi-wsparcia\">\n\t\t\t\t<a aria-hidden=\"true\" tabindex=\"-1\" role=\"presentation\" class=\"post-thumbnail kadence-thumbnail-ratio-2-3\" href=\"https:\/\/oktawave.com\/pl\/blog\/uslugi\/optymalizacja-kosztow-chmury-w-google-cloud\/\" aria-label=\"Optymalizacja koszt\u00f3w infrastruktury w Google Cloud\">\n\t\t\t<div class=\"post-thumbnail-inner\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"512\" height=\"318\" src=\"https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2024\/05\/BLOG-1.png\" class=\"attachment-medium_large size-medium_large wp-post-image\" alt=\"Optymalizacja koszt\u00f3w infrastruktury w Google Cloud\" srcset=\"https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2024\/05\/BLOG-1.png 512w, https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2024\/05\/BLOG-1-300x186.png 300w\" sizes=\"auto, (max-width: 512px) 100vw, 512px\" \/>\t\t\t<\/div>\n\t\t<\/a><!-- .post-thumbnail -->\n\t\t\t\t<div class=\"entry-content-wrap\">\n\t\t\t<header class=\"entry-header\">\n\t\t<div class=\"entry-taxonomies\">\n\t\t<span class=\"category-links term-links category-style-normal\">\n\t\t\t<a href=\"https:\/\/oktawave.com\/pl\/blog\/kategoria\/uslugi\/\" rel=\"category tag\">us\u0142ugi<\/a> | <a href=\"https:\/\/oktawave.com\/pl\/blog\/kategoria\/webinary\/\" rel=\"category tag\">webinary<\/a>\t\t<\/span>\n\t<\/div><!-- .entry-taxonomies -->\n\t<h3 class=\"entry-title\"><a href=\"https:\/\/oktawave.com\/pl\/blog\/uslugi\/optymalizacja-kosztow-chmury-w-google-cloud\/\" rel=\"bookmark\">Optymalizacja koszt\u00f3w infrastruktury w Google Cloud<\/a><\/h3><\/header><!-- .entry-header -->\n<footer class=\"entry-footer\">\n\t<\/footer><!-- .entry-footer -->\t\t<\/div>\n\t<\/article>\n<\/li>\n<li class=\"kb-post-list-item\">\n\t<article class=\"entry content-bg loop-entry post-1803 post type-post status-publish format-standard has-post-thumbnail hentry category-uslugi category-webinary tag-administracja-publiczna\">\n\t\t\t\t<a aria-hidden=\"true\" tabindex=\"-1\" role=\"presentation\" class=\"post-thumbnail kadence-thumbnail-ratio-2-3\" href=\"https:\/\/oktawave.com\/pl\/blog\/webinary\/webinar-rozwiazania-chmurowe-dla-urzedow\/\" aria-label=\"Webinar: Rozwi\u0105zania chmurowe dla Urz\u0119d\u00f3w\">\n\t\t\t<div class=\"post-thumbnail-inner\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"512\" src=\"https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2022\/01\/chmura-w-urzedzie-cyfrowa-gmina-768x512.jpg\" class=\"attachment-medium_large size-medium_large wp-post-image\" alt=\"chmura w administracji\" srcset=\"https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2022\/01\/chmura-w-urzedzie-cyfrowa-gmina-768x512.jpg 768w, https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2022\/01\/chmura-w-urzedzie-cyfrowa-gmina-300x200.jpg 300w, https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2022\/01\/chmura-w-urzedzie-cyfrowa-gmina-1024x683.jpg 1024w, https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2022\/01\/chmura-w-urzedzie-cyfrowa-gmina-1536x1024.jpg 1536w, https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2022\/01\/chmura-w-urzedzie-cyfrowa-gmina-2048x1365.jpg 2048w, https:\/\/oktawave.com\/pl\/blog\/wp-content\/uploads\/2022\/01\/chmura-w-urzedzie-cyfrowa-gmina-scaled-e1649672956472.jpg 1000w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/>\t\t\t<\/div>\n\t\t<\/a><!-- .post-thumbnail -->\n\t\t\t\t<div class=\"entry-content-wrap\">\n\t\t\t<header class=\"entry-header\">\n\t\t<div class=\"entry-taxonomies\">\n\t\t<span class=\"category-links term-links category-style-normal\">\n\t\t\t<a href=\"https:\/\/oktawave.com\/pl\/blog\/kategoria\/uslugi\/\" rel=\"category tag\">us\u0142ugi<\/a> | <a href=\"https:\/\/oktawave.com\/pl\/blog\/kategoria\/webinary\/\" rel=\"category tag\">webinary<\/a>\t\t<\/span>\n\t<\/div><!-- .entry-taxonomies -->\n\t<h3 class=\"entry-title\"><a href=\"https:\/\/oktawave.com\/pl\/blog\/webinary\/webinar-rozwiazania-chmurowe-dla-urzedow\/\" rel=\"bookmark\">Webinar: Rozwi\u0105zania chmurowe dla Urz\u0119d\u00f3w<\/a><\/h3><\/header><!-- .entry-header -->\n<footer class=\"entry-footer\">\n\t<\/footer><!-- .entry-footer -->\t\t<\/div>\n\t<\/article>\n<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>Chmura publiczna dominuje rynek, ale nowy gracz \u2013 edge computing \u2013 mo\u017ce radykalnie zmieni\u0107 spos\u00f3b przetwarzania danych. Czy to jedynie chwilowa fascynacja \u015bwiata IT, czy mo\u017ce kluczowa technologia przysz\u0142o\u015bci? Co sprawia, \u017ce to rozwi\u0105zanie zyskuje na znaczeniu i jak wp\u0142ywa na rozw\u00f3j chmury?<\/p>\n","protected":false},"author":6,"featured_media":3424,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1,2],"tags":[124,103,105,119,122],"ppma_author":[69],"class_list":["post-3423","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-technologia","tag-edge-computing","tag-ipcei","tag-ipcei-cis","tag-kpo","tag-next-gen-cloud"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Edge computing \u2013 czy to przysz\u0142o\u015b\u0107 chmury?<\/title>\n<meta name=\"description\" content=\"Chmura publiczna dominuje rynek, ale nowy gracz \u2013 edge computing \u2013 mo\u017ce radykalnie zmieni\u0107 spos\u00f3b przetwarzania danych.\" \/>\n<meta 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