{"id":4798,"date":"2020-04-19T18:31:56","date_gmt":"2020-04-19T18:31:56","guid":{"rendered":"https:\/\/www.testpreptraining.com\/tutorial\/?page_id=4798"},"modified":"2020-04-19T18:31:56","modified_gmt":"2020-04-19T18:31:56","slug":"monitoring-google-professional-data-engineer-gcp","status":"publish","type":"page","link":"https:\/\/www.testpreptraining.ai\/tutorial\/monitoring-google-professional-data-engineer-gcp\/","title":{"rendered":"Monitoring Google Professional Data Engineer GCP"},"content":{"rendered":"<ul>\n<li>The Pub\/Sub API exports metrics via Cloud Monitoring.<\/li>\n<li>Cloud Monitoring can create monitoring dashboards and alerting policies or access the metrics programmatically.<\/li>\n<\/ul>\n<p><strong>Metrics &#8211;<\/strong><\/p>\n<ul>\n<li>You can use these metrics to:<\/li>\n<li>Understand how data is distributed across the world.<\/li>\n<li>Optimize publisher and subscriber deployment location, based on that data.<\/li>\n<li>Counts of unacknowledged stored messages: subscription\/num_unacked_messages_by_region<\/li>\n<li>Volume of stored data: subscription\/unacked_bytes_by_region<\/li>\n<li>Age of oldest message: subscription\/oldest_unacked_message_age_by_region<\/li>\n<li>For backlog : subscription\/num_undelivered_messages and subscription\/oldest_unacked_message_age<\/li>\n<li>Keeping publishers healthy monitor topic\/send_request_count, grouped by response_code.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>The Pub\/Sub API exports metrics via Cloud Monitoring. Cloud Monitoring can create monitoring dashboards and alerting policies or access the metrics programmatically. Metrics &#8211; You can use these metrics to: Understand how data is distributed across the world. Optimize publisher and subscriber deployment location, based on that data. Counts of unacknowledged stored messages: subscription\/num_unacked_messages_by_region Volume&#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":[689,619,623,622,618,621,691],"class_list":["post-4798","page","type-page","status-publish","hentry","category-google-gcp","tag-cloud-pub-sub","tag-data-engineer","tag-gcp","tag-google-certification","tag-google-cloud","tag-professional-data-engineer","tag-pub-sub-monitoring"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Monitoring Google Professional Data Engineer GCP - Testprep Training Tutorials<\/title>\n<meta name=\"description\" content=\"Google Cloud Certified Professional Data Engineer Tutorial, dumps, brief notes on Monitoring\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.testpreptraining.ai\/tutorial\/monitoring-google-professional-data-engineer-gcp\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Monitoring Google Professional Data Engineer GCP - 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