{"id":21506,"date":"2022-09-05T02:47:27","date_gmt":"2022-09-05T00:47:27","guid":{"rendered":"https:\/\/bysafeonline.com\/aim-iii-part-1-our-new-processing-engine\/"},"modified":"2025-03-25T15:27:11","modified_gmt":"2025-03-25T14:27:11","slug":"aim-iii-del-1-vores-nye-motor","status":"publish","type":"post","link":"https:\/\/bysafeonline.com\/da\/aim-iii-del-1-vores-nye-motor\/","title":{"rendered":"AIM III \u2013 del 1: Vores nye motor"},"content":{"rendered":"[vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_spacing=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_custom_heading text=&#8221;AIM III &#8211; del 1: Vores nye motor&#8221; use_theme_fonts=&#8221;yes&#8221;][divider line_type=&#8221;No Line&#8221; custom_height=&#8221;10&#8243;][vc_column_text]Vi har skabt en ny kunstig intelligens og behandlingsmotor, nemlig AIM III. AIM III vil blive implementeret i <a href=\"https:\/\/bysafeonline.com\/privacyhub\/datamapper\/\">DataMapper<\/a> for at g\u00f8re l\u00f8sningen hurtigere og mere kraftfuldt end nogensinde. I fremtiden kan man ogs\u00e5 forvente at se AIM III introduceret i resten af \u200b\u200bvores l\u00f8sninger.<\/p>\n<p>I denne f\u00f8rste del ud af to, vil vi afsl\u00f8re hvilke udfordringer der ledte op til nye motor, og hvad den nye behandlingsmotor specifikt g\u00f8r for DataMapper. I del 2 af denne serie vil vi redeg\u00f8re for den AI-motor der sidder i <span data-contrast=\"none\">AIM III.<\/span>[\/vc_column_text][divider line_type=&#8221;No Line&#8221; custom_height=&#8221;40&#8243;][vc_column_text]\n<h2>Hvorfor havde DataMapper brug for en ny motor?<\/h2>\n<p>DataMapper er et automatiseret data discovery-v\u00e6rkt\u00f8j, der finder, klassificerer og overv\u00e5ger personlige og f\u00f8lsomme oplysninger p\u00e5 tv\u00e6rs af alle virksomhedens lagersteder og e-mails; markering af data, der udg\u00f8r en potentiel risiko. For at scanne alle disse data fra flere datakilder hurtigt, udviklede vi en motor med avancerede databehandlingsfunktioner. DataMapper havde brug for en behandlingsmotor, der ville g\u00f8re det muligt for virksomheder at:<\/p>\n<ul>\n<li>Scan deres e-mail og datalokationer for dokumenter og billeder med de h\u00f8jest mulige sikkerhedsforanstaltninger.<\/li>\n<li>F\u00e5 hurtige og ensartede resultater.<\/li>\n<\/ul>\n<p>Derudover \u00f8nskede vi at:<\/p>\n<ul>\n<li>Holde DataMapper omkostningseffektiv.<\/li>\n<li>Forberede brugere p\u00e5 en multi tenant-arkitektur &#8211; dvs. gem data i en kundes egen tenant.<\/li>\n<li>Skalere DataMapper med en global infrastruktur.<\/li>\n<li>Skab en arkitektur, som vi kunne overf\u00f8re til resten af \u200b\u200bvores produktportef\u00f8lje i fremtiden; en, der kunne h\u00e5ndtere uendelige individuelle brugerscanninger p\u00e5 samme tid og i hele verden.<\/li>\n<\/ul>\n[\/vc_column_text][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_spacing=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][nectar_global_section id=&#8221;25149&#8243;][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_spacing=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_custom_heading text=&#8221;S\u00e5dan byggede vi motoren&#8221; use_theme_fonts=&#8221;yes&#8221;][vc_column_text]AIM III blev udt\u00e6nkt af Razvan Ursachi, Andy Bosyi og resten af \u200b\u200bSafe Online-teamet med r\u00e5d fra det danske Alexandra Institut. Det er en h\u00e6ndelsesdrevet arkitektur, der g\u00f8r det nemt at analysere adf\u00e6rden for behandlingsflows over tid og automatisk skalere, n\u00e5r det er n\u00f8dvendigt.<\/p>\n<p>Vi brugte <a href=\"https:\/\/airflow.apache.org\/\">Apache Airflow<\/a> til dataorganisering. Apache Airflow er et open source-v\u00e6rkt\u00f8j til at oprette, planl\u00e6gge og overv\u00e5ge arbejdsgange. Det er en af \u200b\u200bde mest robuste platforme, der bruges af dataingeni\u00f8rer til at orkestrere arbejdsgange eller pipelines. Det lader os nemt visualisere vores datapipelines samt deres fremskridt, logfil, kode, trigger og status.<\/p>\n<p>Vi \u00e6ndrede luftstr\u00f8msudf\u00f8relsen fra lokal til <a href=\"https:\/\/docs.celeryproject.org\/en\/stable\/getting-started\/introduction.html\">Celery<\/a> for at tilf\u00f8je skalerbarhed, multiprocessing osv. Celery er en asynkron opgavek\u00f8 eller jobk\u00f8 med \u00e5ben kildekode, som er baseret p\u00e5 distribuerede beskeder, der videregiver operationer i realtid. N\u00e5r der behandles store m\u00e6ngder data, skalerer vi systemet ved automatisk at allokere flere ressourcer, n\u00e5r det er n\u00f8dvendigt.<\/p>\n<p>Vi kombinerede disse elementer med en h\u00e6ndelses-dispatcher udl\u00f8st af <a href=\"https:\/\/azure.microsoft.com\/en-us\/services\/event-hubs\/\">Azure Event Hubs (AEH)<\/a>. AEH blev valgt, fordi det er enkelt, p\u00e5lideligt og skalerbart og lader os streame millioner af h\u00e6ndelser i sekundet fra enhver kilde for at bygge en dynamisk datapipeline, som kunne reagere med det samme.<\/p>\n<p>Alle AI-processer skaleres automatisk, drevet af et <a href=\"https:\/\/kubernetes.io\/\">Kubernetes<\/a>-milj\u00f8. Kubernetes er et open source container-organisationssystem til automatisering af computerapplikationsimplementering, skalering og administration. Kubernetes blev oprindeligt designet af Google.<\/p>\n<p>Som database bruger vi <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/cosmos-db\/introduction\">Azure Cosmos<\/a>. Cosmos DB er en fuldt administreret NoSQL-database til moderne app-udvikling. Den leverer encifrede millisekundsvartider, samt dens automatiske og \u00f8jeblikkelige skalerbarhed garanterer hastighed uanset virksomhedsst\u00f8rrelse og sikkerhedstype.<\/p>\n<p>Derefter udviklede vi et Service Integration Module (SIM). Serviceintegrationsmodulet var n\u00f8dvendigt for at tilpasse DataMapper og vores andre tjenester til tredjeparts-connectors s\u00e5som Outlook, SharePoint, OneDrive, Amazon S3, Google Drive, Salesforce, HubSpot osv. for at kunne hente filstrukturer og filer.<\/p>\n<p>Vi har implementeret vores egen AI i Kubernetes, baseret p\u00e5 vores eget datas\u00e6t, Archii&#8217;s AI, SpaCy og Azure Cognitive Service. Vi kan nu nemt tilf\u00f8je yderligere AI-tjenester som Microsoft Information Protection, Google DLP, StoredIQ by IBM og andre for at sikre skalerbarhed og det bedste i racen. Den nye arkitektur giver os mulighed for at skalere og automatisere alle processer under onboarding for nye kunder i DataMapper.[\/vc_column_text][nectar_global_section id=&#8221;33926&#8243;][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_spacing=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_custom_heading text=&#8221;Fordele for vores brugere&#8221; use_theme_fonts=&#8221;yes&#8221;][vc_column_text]Den nye AIM III motor giver f\u00f8lgende forbedringer i DataMapper:[\/vc_column_text][vc_column_text]<span data-contrast=\"auto\"><i class=\"icon-tiny fa fa-check extra-color-2\"><\/i> Mange brugere kan simultant scanne og f\u00e5 resultater<br \/>\n<\/span><span data-contrast=\"auto\"><i class=\"icon-tiny fa fa-check extra-color-2\"><\/i> Vi kan nu administrere belastninger samt b\u00e5ndbredder og prioriteringe mellem kunder<br \/>\n<\/span><span data-contrast=\"auto\"><i class=\"icon-tiny fa fa-check extra-color-2\"><\/i> Systemet kan adminsitrere <\/span><span data-contrast=\"auto\">sig selv automatisk uden menneskelig indblanding<br \/>\n<\/span><i class=\"icon-tiny fa fa-check extra-color-2\"><\/i> Konfigurationer som ressourceallokering og sikkerhed kan lettere h\u00e5ndteres af brugeren<\/p>\n<p>Efter at en bruger har scannet deres datalokationer med DataMapper, kan brugeren nu se f\u00f8lgende detaljer om de f\u00f8lsomme fil, der er fundet fundet:<\/p>\n<i class=\"icon-tiny fa fa-check extra-color-2\"><\/i> Meta data: Filens lokation, filens type, titet, etc.<br \/>\n<span data-contrast=\"none\"><i class=\"icon-tiny fa fa-check extra-color-2\"><\/i> Risikable fund (h\u00f8jrisiko-tal, dokument-kategori, h\u00f8jrisiko-n\u00f8gleord, risiko-navne)<br \/>\n<\/span><span data-contrast=\"none\"><i class=\"icon-tiny fa fa-check extra-color-2\"><\/i> <\/span>Fremh\u00e6vede placeringer for eventuelle risikodata i hvert dokument<\/p>\n<p>Pr\u00f8v DataMapper selv, og oplev selv hvor hurtigt det er nu at samle alle jeres virksomheds f\u00f8lsomme data fra flere lagersteder, organisere dem og derefter overv\u00e5ge dem fra \u00e9t dashboard.[\/vc_column_text][vc_raw_html]JTVCbWF4YnV0dG9uJTIwaWQlM0QlMjIxMyUyMiU1RA==[\/vc_raw_html][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_spacing=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; 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text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221;&#8230;<\/p>\n","protected":false},"author":36,"featured_media":23114,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1247],"tags":[],"class_list":["post-21506","post","type-post","status-publish","format-standard","has-post-thumbnail","category-produkt-info"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AIM III \u2013 del 1: Vores nye motor<\/title>\n<meta name=\"description\" content=\"Pr\u00f8v DataMapper selv, og oplev selv hvor hurtigt det er nu at samle alle jeres virksomheds f\u00f8lsomme data fra flere lagersteder\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/bysafeonline.com\/da\/aim-iii-del-1-vores-nye-motor\/\" \/>\n<meta property=\"og:locale\" content=\"da_DK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AIM III \u2013 del 1: Vores nye motor\" \/>\n<meta property=\"og:description\" content=\"Pr\u00f8v DataMapper selv, og oplev selv hvor hurtigt det er nu at samle alle jeres virksomheds f\u00f8lsomme data fra flere lagersteder\" \/>\n<meta property=\"og:url\" content=\"https:\/\/bysafeonline.com\/da\/aim-iii-del-1-vores-nye-motor\/\" \/>\n<meta property=\"og:site_name\" content=\"Safe Online\" \/>\n<meta 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