{"id":4647,"date":"2020-04-13T17:02:35","date_gmt":"2020-04-13T17:02:35","guid":{"rendered":"https:\/\/www.testpreptraining.com\/tutorial\/?page_id=4647"},"modified":"2020-04-15T19:25:00","modified_gmt":"2020-04-15T19:25:00","slug":"auditing-google-professional-data-engineer-gcp","status":"publish","type":"page","link":"https:\/\/www.testpreptraining.ai\/tutorial\/auditing-google-professional-data-engineer-gcp\/","title":{"rendered":"Auditing Google Professional Data Engineer GCP"},"content":{"rendered":"<ul>\n<li>Audit ensures systems are working as designed<\/li>\n<li>Auditing involves\n<ul>\n<li>gathering data<\/li>\n<li>identify discrepancy<\/li>\n<li>act on issues raised<\/li>\n<\/ul>\n<\/li>\n<li>perform regular audits<\/li>\n<li>May be needed for regulatory compliance<\/li>\n<li>GCP offers audit logs<\/li>\n<li>Important to audit who has the ability to change Cloud IAM policies<\/li>\n<li>Analyzing logs and answer &#8220;Who did what, where, and when?&#8221;<\/li>\n<li>For data, use Cloud Logging in two immutable log streams: Admin Activity and Data Access audit logs.<\/li>\n<li>For metadata, use Data Catalog<\/li>\n<li>Admin Activity logs has administrative actions details, changes done in configuration or metadata of resources.<\/li>\n<li>Data Access logs record user-authenticated API calls that create, modify, or read user-provided data.<\/li>\n<li>Create Cloud Monitoring alerts to trigger as per specific conditions.<\/li>\n<li>Audit logs may have sensitive information, so restrict access to the logs by using IAM roles.<\/li>\n<li>Cloud Logging keeps audit logs for log retention period only.<\/li>\n<li>Exporting logs to a BigQuery dataset<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Audit ensures systems are working as designed Auditing involves gathering data identify discrepancy act on issues raised perform regular audits May be needed for regulatory compliance GCP offers audit logs Important to audit who has the ability to change Cloud IAM policies Analyzing logs and answer &#8220;Who did what, where, and when?&#8221; For data, use&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"categories":[617],"tags":[643,619,640,623,622,618,621],"class_list":["post-4647","page","type-page","status-publish","hentry","category-google-gcp","tag-auditing","tag-data-engineer","tag-data-quality-management","tag-gcp","tag-google-certification","tag-google-cloud","tag-professional-data-engineer"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.1 - 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