Overview of Google Cloud Platform offerings
Google Cloud Platform offers services for compute, storage, networking, big data, machine learning and the internet of things (IoT), as well as cloud management, security and developer tools. The core cloud computing products in Google Cloud Platform include:
- Google Compute Engine, which is an infrastructure-as-a-service (IaaS) offering that provides users with virtual machine instances for workload hosting.
- Google App Engine, which is a platform-as-a-service (PaaS) offering that gives software developers access to Google’s scalable hosting. Developers can also use a software developer kit (SDK) to develop software products that run on App Engine.
- Google Cloud Storage, which is a cloud storage platform designed to store large, unstructured data sets. Google also offers database storage options, including Cloud Datastore for NoSQL nonrelational storage, Cloud SQL for MySQL fully relational storage and Google’s native Cloud Bigtable database.
- Google Container Engine, which is a management and orchestration system for Docker containers that runs within Google’s public cloud. Google Container Engine is based on the Google Kubernetes container orchestration engine.
Google continues to add higher-level services, such as those related to big data and machine learning, to its cloud platform. Google big data services include those for data processing and analytics, such as Google BigQuery for SQL-like queries made against multi-terabyte data sets. In addition, Google Cloud Dataflow is a data processing service intended for analytics; extract, transform and load (ETL); and real-time computational projects. The platform also includes Google Cloud Dataproc, which offers Apache Spark and Hadoop services for big data processing.
For artificial intelligence (AI), Google offers its Cloud Machine Learning Engine, a managed service that enables users to build and train machine learning models. Various APIs are also available for the translation and analysis of speech, text, images and videos.
Google also provides services for IoT, such as Google Cloud IoT Core, which is a series of managed services that enables users to consume and manage data from IoT devices.
The Google Cloud Platform suite of services is always evolving, and Google periodically introduces, changes or discontinues services based on user demand or competitive pressures. Google’s main competitors in the public cloud computing market include Amazon Web Services (AWS) and Microsoft Azure.
Google Cloud Platform pricing options
Like other public cloud offerings, most Google Cloud Platform services follow a pay-as-you-go model in which there are no upfront payments, and users only pay for the cloud resources they consume. Specific terms and rates, however, vary from service to service.
Google Cloud Platform certification
Google offers training programs and certifications related to Google Cloud Platform, including programs for cloud infrastructure, data and machine learning, application development and G suite administration, as well as an introductory program for its cloud platform. There are three Google cloud certifications an IT professional can earn: a Certified Professional Cloud Architect, a Certified Professional Data Engineer and a Certified Professional G Suite Administrator.