{"id":4606,"date":"2020-04-11T14:23:23","date_gmt":"2020-04-11T14:23:23","guid":{"rendered":"https:\/\/www.testpreptraining.com\/tutorial\/?page_id=4606"},"modified":"2020-04-27T06:55:16","modified_gmt":"2020-04-27T06:55:16","slug":"google-cloud-functions-google-professional-data-engineer-gcp","status":"publish","type":"page","link":"https:\/\/www.testpreptraining.ai\/tutorial\/google-cloud-functions-google-professional-data-engineer-gcp\/","title":{"rendered":"Google Cloud Functions Google Professional Data Engineer GCP"},"content":{"rendered":"<p>GCP offers services from IaaS to SaaS<\/p>\n<p>&nbsp;<\/p>\n<p>Google Compute Engine (Virtual Machines)<\/p>\n<ul>\n<li>Run applications as App Engine\/Container Engine\/ Cloud Functions.<\/li>\n<li>Support for Linux and Windows VMs with Google maintained or custom machine images<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>Networking<\/p>\n<ul>\n<li>Software defined management of network resources<\/li>\n<li>Unrelated subnets in a private networks which can communicate as per defined policy<\/li>\n<li>List firewall rules based on iptables style IP ranges or tags assigned to network resources.<\/li>\n<li>All network objects are global, hence any VM is able to communicate if on same private network.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>Storage<\/p>\n<ul>\n<li>Multiple storage options offered as per requirement<\/li>\n<li>Persistent Disks &#8211; block storage for VMs and has option of HDD or SSD. Disks are independent of the VM and can attach to multiple VMs simultaneously.<\/li>\n<li>Cloud storage &#8211; Object store to store blobs and is stored in a bucket. Bucket is versioned, replicated and shared.\n<ul>\n<li>Offers many storage classes: regional, multi-regional, nearline, and coldline.<\/li>\n<li>Multi-regional storage buckets are geographically redundant automatically<\/li>\n<li>Nearline and coldline storage buckets are for performance boost<\/li>\n<\/ul>\n<\/li>\n<li>Database solutions\n<ul>\n<li>Relational data solution &#8211; Cloud SQL ((MySQL or Postgres instance) and Cloud Spanner.<\/li>\n<li>NoSQL solutions offered &#8211; Datastore and Bigtable.<\/li>\n<\/ul>\n<\/li>\n<li>Scaling and High-Availability implemented by more instances of the service (horizontal scaling), or increasing the compute\/storage resources (vertical scaling )<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>Instance Groups<\/p>\n<ul>\n<li>It bundles VMs for easy management and load-balancing<\/li>\n<li>Load Balancers \u2013 To detect unhealthy or absent VMs and direct customer traffic to a healthy instance without intervention.<\/li>\n<li>Auto-Scaling &#8211; Automatic scaling as per defined metric, like CPU usage \/ connections. It deletes VMs when workload decreases<\/li>\n<li>Automated Infrastructure \u2013 Easy software based management with REST API for provisioning, maintenance, and monitoring.<\/li>\n<li>Deployment Manager \u2013 Defines infrastructure in template files. Offers versioning and documentation.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>GCP offers services from IaaS to SaaS &nbsp; Google Compute Engine (Virtual Machines) Run applications as App Engine\/Container Engine\/ Cloud Functions. Support for Linux and Windows VMs with Google maintained or custom machine images &nbsp; Networking Software defined management of network resources Unrelated subnets in a private networks which can communicate as per defined policy&#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":[619,623,625,622,618,627,621],"class_list":["post-4606","page","type-page","status-publish","hentry","category-google-gcp","tag-data-engineer","tag-gcp","tag-gcp-basics","tag-google-certification","tag-google-cloud","tag-google-cloud-functions","tag-professional-data-engineer"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Google Cloud Functions Google Professional Data Engineer GCP<\/title>\n<meta name=\"description\" content=\"Update your skills on Google Cloud Certified Professional Data Engineer and prepare for the exam. 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