{"id":193085,"date":"2023-03-21T17:58:00","date_gmt":"2023-03-21T17:58:00","guid":{"rendered":"https:\/\/datascientest.com\/?p=193085"},"modified":"2023-11-09T14:23:20","modified_gmt":"2023-11-09T14:23:20","slug":"aws-amazon-kinesis-tout-savoir","status":"publish","type":"post","link":"https:\/\/datascientest.com\/aws-amazon-kinesis-tout-savoir","title":{"rendered":"AWS \u2013 Amazon Kinesis : en quoi consiste ce service ? Quels tarifs ?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"193085\" class=\"elementor elementor-193085\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ef542a9 e-flex e-con-boxed e-con\" data-id=\"ef542a9\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-246ab67 elementor-widget elementor-widget-heading\" data-id=\"246ab67\" 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 - v3.15.0 - 02-08-2023 *\/\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><h2 class=\"elementor-heading-title elementor-size-default\">Amazon Kinesis est un service manag\u00e9 qui permet de collecter, traiter et analyser des flux de donn\u00e9es en temps r\u00e9el, et \u00e0 grande \u00e9chelle. Ce service peut \u00eatre utilis\u00e9 dans le but de collecter de grands volumes de donn\u00e9es consomm\u00e9es par des processus d\u2019applications s\u2019ex\u00e9cutant sur des instances <a href=\"https:\/\/datascientest.com\/aws-ec2-introduction\">Amazon EC2<\/a> (service de location de serveurs pour ex\u00e9cuter des applications web).<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3f9f09d e-flex e-con-boxed e-con\" data-id=\"3f9f09d\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b1bed40 elementor-widget elementor-widget-text-editor\" data-id=\"b1bed40\" 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 - v3.15.0 - 02-08-2023 *\/\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><span style=\"font-weight: 400;\">Initialement lanc\u00e9 en 2013 lors de la conf\u00e9rence <\/span><b>Re:Invent<\/b><span style=\"font-weight: 400;\">, il est con\u00e7u pour la collecte de donn\u00e9es provenant de milliers de sources diff\u00e9rentes en les regroupant, en les agr\u00e9geant et en effectuant des manipulations simples tout en transf\u00e9rant les donn\u00e9es de la source \u00e0 la destination.<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-837eb19 e-flex e-con-boxed e-con\" data-id=\"837eb19\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0d10142 elementor-widget elementor-widget-heading\" data-id=\"0d10142\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Dans quels cas utiliser Kinesis ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ef35e12 elementor-widget elementor-widget-text-editor\" data-id=\"ef35e12\" 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><span style=\"font-weight: 400;\">Avant d\u2019entrer plus en d\u00e9tail sur le fonctionnement de Kinesis, faisons un tour d\u2019horizon des cas d\u2019utilisation les plus courant :\u00a0<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Applications d\u2019analyse de vid\u00e9o<\/b><span style=\"font-weight: 400;\"> : Diffusion s\u00e9curis\u00e9e de vid\u00e9o en streaming vers AWS depuis des appareils connect\u00e9s. On pense par exemple aux maisons connect\u00e9es, aux vid\u00e9os de surveillance ou encore \u00e0 l\u2019automatisation industrielle.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Relev\u00e9s d\u2019informations<\/b><span style=\"font-weight: 400;\"> sur des sites web, tels que le parcours des utilisateurs, le partage d\u2019informations entre diff\u00e9rentes applications, l\u2019analyse en temps r\u00e9el, etc.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Application de streaming<\/b><span style=\"font-weight: 400;\"> (traitement en temps r\u00e9el) de diverses informations, pour la d\u00e9tection de fraude, les besoins en tr\u00e8s haute disponibilit\u00e9, la surveillance de flux bancaires, etc.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Traitements de donn\u00e9es provenant <\/span><b>d\u2019appareils connect\u00e9s<\/b><span style=\"font-weight: 400;\"> (IoT) tels que certaines t\u00e9l\u00e9visions, des \u00e9quipements \u00e9lectrom\u00e9nagers, etc.<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ab862e9 e-flex e-con-boxed e-con\" data-id=\"ab862e9\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e0a68e5 elementor-widget elementor-widget-heading\" data-id=\"e0a68e5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Quels sont les avantages de Amazon Kinesis ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fd43428 elementor-widget elementor-widget-text-editor\" data-id=\"fd43428\" 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><span style=\"font-weight: 400;\">Le service de traitement de donn\u00e9es en temps r\u00e9el propos\u00e9 par <a href=\"https:\/\/datascientest.com\/amazon-web-services-tout-savoir\">Amazon Web Services<\/a> offre une grande <\/span><b>flexibilit\u00e9 <\/b><span style=\"font-weight: 400;\">et <\/span><b>adaptabilit\u00e9<\/b><span style=\"font-weight: 400;\">. Avec cette solution, les entreprises peuvent prendre des d\u00e9cisions rapides et ainsi adapter leur processus en cons\u00e9quence.<\/span><\/p><p><span style=\"font-weight: 400;\">Kinesis est \u00e9volutif et s\u2019adapte facilement aux charges de travail variables et aux volumes de donn\u00e9es importants, tout en offrant une facilit\u00e9 d\u2019utilisation gr\u00e2ce \u00e0 sa <\/span><b>console de gestion<\/b><span style=\"font-weight: 400;\">. De plus, il s\u2019int\u00e8gre facilement avec les autres services AWS, et dispose de s\u00e9curit\u00e9 renforc\u00e9e.<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-888b47f e-flex e-con-boxed e-con\" data-id=\"888b47f\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a0837ec elementor-widget elementor-widget-heading\" data-id=\"a0837ec\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Zoom sur l\u2019architecture<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e3f37e2 elementor-widget elementor-widget-text-editor\" data-id=\"e3f37e2\" 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><span style=\"font-weight: 400;\">Amazon Kinesis dispose d\u2019une architecture bas\u00e9e sur un mod\u00e8le de streaming de donn\u00e9es \u00e0 grande \u00e9chelle, qui permet de collecter, de stocker et de traiter les donn\u00e9es en temps r\u00e9el \u00e0 partir de sources diverses, comme le montre le diagramme suivant :<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e658afe elementor-widget elementor-widget-image\" data-id=\"e658afe\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1102\" height=\"474\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/03\/image1-1.png\" class=\"attachment-full size-full wp-image-193088\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/03\/image1-1.png 1102w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/03\/image1-1-300x129.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/03\/image1-1-1024x440.png 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/03\/image1-1-768x330.png 768w\" sizes=\"(max-width: 1102px) 100vw, 1102px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-72b14c4 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"72b14c4\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formation-aws\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Se former \u00e0 utiliser Amazon Web Services<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9cfb85f elementor-widget elementor-widget-text-editor\" data-id=\"9cfb85f\" 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><span style=\"font-weight: 400;\">Afin de comprendre les principaux \u00e9l\u00e9ments de son architecture, int\u00e9ressons-nous d\u2019abord aux sources de donn\u00e9es qu\u2019utilise Amazon Kinesis. Elles peuvent provenir de sources tr\u00e8s vari\u00e9es, comme des applications web ou mobiles, des capteurs IoT, applications d\u2019entreprises, ou encore de m\u00e9dias sociaux. De mani\u00e8re g\u00e9n\u00e9rale, Amazon Kinesis accepte des donn\u00e9es de streaming de n\u2019importe quelle source permettant d\u2019envoyer ce type de donn\u00e9es.<\/span><\/p><p><span style=\"font-weight: 400;\">Les principaux \u00e9l\u00e9ments de son architecture sont les suivants :\u00a0<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Amazon Kinesis Data Streams<\/b><span style=\"font-weight: 400;\"> : Les donn\u00e9es de streaming sont stock\u00e9es dans des partitions Amazon Kinesis Data Streams, qui est le service de diffusion en continu de donn\u00e9es \u00e0 haute performance de Amazon Kinesis.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Amazon Kinesis Data Firehose<\/b><span style=\"font-weight: 400;\"> : Les donn\u00e9es de streaming sont transf\u00e9r\u00e9es depuis Amazon Kinesis Data Streams vers ce service, qui permet de livrer les donn\u00e9es vers des destinations vari\u00e9es, telles que Amazon S3, Amazon Redshift ou Amazon Elasticsearch Service.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Amazon Kinesis Data Analytics<\/b><span style=\"font-weight: 400;\"> : Les donn\u00e9es de streaming peuvent \u00eatre analys\u00e9es en temps r\u00e9el dans ce service \u00e0 l\u2019aide du langage SQL standard \u00e0 mesure qu\u2019elles arrivent.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Amazon Kinesis Video Streams<\/b><span style=\"font-weight: 400;\"> : Ce service permet de capturer, de stocker et de diffuser des flux vid\u00e9o en continu \u00e0 partir de sources diverses, telles que des cam\u00e9ras IP ou des smartphones.<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d4b543b e-flex e-con-boxed e-con\" data-id=\"d4b543b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-02cf5ff elementor-widget elementor-widget-heading\" data-id=\"02cf5ff\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Int\u00e9gration avec les autres services<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6975731 elementor-widget elementor-widget-text-editor\" data-id=\"6975731\" 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><span style=\"font-weight: 400;\">Dans le but de cr\u00e9er des solutions de traitement de donn\u00e9es plus compl\u00e8tes et efficaces, Amazon Kinesis <\/span><b>s\u2019int\u00e8gre parfaitement<\/b><span style=\"font-weight: 400;\"> avec d\u2019autres services Amazon, que nous allons \u00e9voquer sans entrer dans les d\u00e9tails :\u00a0<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Les diff\u00e9rents services <\/span><b>S3<\/b><span style=\"font-weight: 400;\">, qui permettront de stocker les donn\u00e9es collect\u00e9es par les flux Kinesis,<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Amazon EMR<\/b><span style=\"font-weight: 400;\"> accordera la possibilit\u00e9 de faire des analyses plus pointues en temps r\u00e9el sur les donn\u00e9es collect\u00e9es par Kinesis,<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Amazon Lambda<\/b><span style=\"font-weight: 400;\"> afin d\u2019effectuer des traitements sp\u00e9cifiques qui pourront \u00eatre d\u00e9clench\u00e9s automatiquement selon certains \u00e9v\u00e8nements,<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Amazon Redshift<\/b><span style=\"font-weight: 400;\"> afin d\u2019avoir acc\u00e8s \u00e0 des outils de visualisations en temps r\u00e9el,<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Amazon Elasticsearch<\/b><span> afin d\u2019indexer et de rechercher les donn\u00e9es en temps r\u00e9el<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9280dc4 elementor-widget elementor-widget-text-editor\" data-id=\"9280dc4\" 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><span style=\"font-weight: 400;\">En\u00a0 int\u00e9grant Amazon Kinesis avec les autres services, nous obtenons donc la recette id\u00e9ale qui permettra aux entreprises d\u2019avoir des solutions de traitement compl\u00e8tes et efficaces et disposant d\u2019une s\u00e9curit\u00e9 renforc\u00e9e et de co\u00fbts r\u00e9duits.<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-032c9a9 e-flex e-con-boxed e-con\" data-id=\"032c9a9\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1368360 elementor-widget elementor-widget-heading\" data-id=\"1368360\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Syst\u00e8me de tarification<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-454aa2c elementor-widget elementor-widget-text-editor\" data-id=\"454aa2c\" 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><span style=\"font-weight: 400;\">Amazon Kinesis propose <strong>une tarification flexible<\/strong> <strong>et bas\u00e9e sur l\u2019utilisation<\/strong>. Ainsi, les frais vont d\u00e9pendre de diff\u00e9rents facteurs, comme le nombre de flux de donn\u00e9es, le nombre de requ\u00eates, le volume de donn\u00e9es stock\u00e9es et le volume de donn\u00e9es transf\u00e9r\u00e9es.<\/span><\/p><p><span style=\"font-weight: 400;\">Le co\u00fbt de base comprend un <strong>tarif horaire pour chaque instance de traitement<\/strong> ainsi qu\u2019un tarif horaire pour chaque instance de r\u00e9plication. Des frais suppl\u00e9mentaires s\u2019appliqueront ensuite qui seront fonction de l\u2019utilisation ou encore des int\u00e9grations avec les autres services.<\/span><\/p><p><span style=\"font-weight: 400;\">Amazon Kinesis propose n\u00e9anmoins<strong> une p\u00e9riode d\u2019essai gratuite<\/strong> permettant de tester le service, et d\u2019utiliser les outils de surveillance et d\u2019analyse de co\u00fbt afin d\u2019ajuster le tarif en cons\u00e9quence.<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-12fb81c e-flex e-con-boxed e-con\" data-id=\"12fb81c\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1de16c7 elementor-widget elementor-widget-heading\" data-id=\"1de16c7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Conclusion<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-05f71fe elementor-widget elementor-widget-text-editor\" data-id=\"05f71fe\" 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><span style=\"font-weight: 400;\">Cet article nous a permis de comprendre la puissance que propose Amazon Kinesis pour la collecte, le traitement et l\u2019analyse de donn\u00e9es en temps r\u00e9el. Gr\u00e2ce \u00e0 sa flexibilit\u00e9 et \u00e0 sa capacit\u00e9 d\u2019<strong>int\u00e9gration avec d\u2019autres services AWS<\/strong>, Kinesis offre aux entreprises une myriade d\u2019options. Les co\u00fbts de Kinesis, bas\u00e9s sur l\u2019utilisation, vont varier selon les besoins, mais des outils d\u2019optimisation sont disponibles pour aider les entreprises \u00e0 pouvoir cr\u00e9er des solutions afin de r\u00e9pondre \u00e0 des besoins sp\u00e9cifiques et ainsi am\u00e9liorer les prises de d\u00e9cisions.<\/span><\/p><p>Maintenant que vous savez tout sur sur Amazon Kinesis, vous pouvez commencer \u00e0 vous former pour ma\u00eetriser les autres services AWS. Pour ce faire, vous pouvez <strong>choisir DataScientest<\/strong>.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0470328 elementor-widget elementor-widget-image\" data-id=\"0470328\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"611\" height=\"409\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/03\/formation-aws-datascientest.jpg\" class=\"attachment-large size-large wp-image-193095\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/03\/formation-aws-datascientest.jpg 611w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/03\/formation-aws-datascientest-300x201.jpg 300w\" sizes=\"(max-width: 611px) 100vw, 611px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bdf94c4 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"bdf94c4\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formation-aws\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">D\u00e9marrer une formation AWS<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3b88eca e-flex e-con-boxed e-con\" data-id=\"3b88eca\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-877e24e elementor-widget elementor-widget-html\" data-id=\"877e24e\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script type=\"application\/ld+json\">\r\n{\r\n  \"@context\": \"https:\/\/schema.org\",\r\n  \"@type\": \"FAQPage\",\r\n  \"mainEntity\": [{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Dans quels cas utiliser Kinesis ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Applications d\u2019analyse de vid\u00e9o : Diffusion s\u00e9curis\u00e9e de vid\u00e9o en streaming vers AWS depuis des appareils connect\u00e9s. On pense par exemple aux maisons connect\u00e9es, aux vid\u00e9os de surveillance ou encore \u00e0 l\u2019automatisation industrielle.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Quels sont les avantages de Amazon Kinesis ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Le service de traitement de donn\u00e9es en temps r\u00e9el propos\u00e9 par Amazon Web Services offre une grande flexibilit\u00e9 et adaptabilit\u00e9. Avec cette solution, les entreprises peuvent prendre des d\u00e9cisions rapides et ainsi adapter leur processus en cons\u00e9quence.\"\r\n    }\r\n  }]\r\n}\r\n<\/script>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Amazon Kinesis est un service manag\u00e9 qui permet de collecter, traiter et analyser des flux de donn\u00e9es en temps r\u00e9el, et \u00e0 grande \u00e9chelle. Ce service peut \u00eatre utilis\u00e9 dans le but de collecter de grands volumes de donn\u00e9es consomm\u00e9es par des processus d\u2019applications s\u2019ex\u00e9cutant sur des instances Amazon EC2 (service de location de serveurs [&hellip;]<\/p>\n","protected":false},"author":79,"featured_media":193087,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2411],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AWS \u2013 Amazon Kinesis : en quoi consiste ce service ? Quels tarifs ?<\/title>\n<meta name=\"description\" content=\"Amazon Kinesis est un service manag\u00e9 qui permet de collecter, traiter et analyser des flux de donn\u00e9es en temps r\u00e9el, et \u00e0 grande \u00e9chelle. 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