Google Cloud Platform: A cheat sheet

This complete information covers the historical past of Google Cloud Platform, the services and products GCP provides, and the place it suits within the general cloud market.

Google Cloud Platform (GCP) is a portfolio of cloud computing providers that grew across the preliminary Google App Engine framework for internet hosting internet functions from Google’s information facilities. Because the launch of Google App Engine in 2008, GCP has grown into one of many premier cloud computing platforms available on the market, although it nonetheless trails Amazon Internet Providers (AWS) and Microsoft Azure by way of market share. That mentioned, Google continues to carry its personal within the cloud wars and continues to make investments in GCP to make it aggressive with different public cloud suppliers, and extra enticing to large clients. (Be aware: This text concerning the Google Cloud Platform can also be obtainable as a free PDF obtain.)

To assist CXOs, IT leaders, operations directors, and builders higher perceive Google’s position as a cloud supplier, we have put collectively an important particulars and sources on this cheat sheet. This can be a “residing” article that shall be up to date and refreshed as new, related info turns into public. 

SEE: A enterprise professional’s information to Google Cloud Platform (GCP) (free PDF) (TechRepublic)

Government abstract 

  • What’s Google Cloud Platform? Google Cloud Platform, because the title implies, is a cloud computing platform that gives infrastructure instruments and providers for customers to construct functions and providers on prime of.
  • Why does Google Cloud Platform matter? Google Cloud Platform is considered the third greatest cloud supplier by way of income behind AWS in first place and Microsoft Azure in second.
  • Who does Google Cloud Platform have an effect on? Any group in want of cloud computing ought to take into account Google Cloud Platform for his or her needs–especially SMBs, which the platform was initially geared towards.
  • When was Google Cloud Platform introduced? Google introduced its first cloud software, Google App Engine, again in 2008, and it continued so as to add extra instruments and providers till they collectively turned referred to as the Google Cloud Platform afterward.
  • How can I exploit Google Cloud Platform? Google has offered documentation for getting began and a often requested questions web page for builders and IT leaders to analyze the platform.

SEE: All of TechRepublic’s cheat sheets and good particular person’s guides

What’s Google Cloud Platform?

To seize the rising curiosity in internet functions, Google App Engine was launched in April 2008 as a Platform as a Service (PaaS) useful resource permitting builders to construct and host apps on Google’s infrastructure. App Engine got here out of preview in September 2011, and the Google Cloud Platform title was formally adopted in 2013.

Because the introduction of Google App Engine, the corporate subsequently launched quite a lot of complementary instruments, equivalent to its information storage layer, and its Infrastructure as a Service (IaaS) part referred to as the Google Compute Engine, which helps the usage of digital machines. After rising as an IaaS supplier, Google added further merchandise together with a load balancer, DNS, monitoring instruments, and information evaluation providers, bringing GCP nearer to characteristic parity with AWS and Azure, making it higher capable of compete within the cloud market.

SEE: Interview questions: Cloud engineer (TechRepublic Premium)

Google Cloud Platform merchandise span the next classes:

  1. Synthetic intelligence & machine studying: AI constructing blocks, AutoML, Cloud TPU, Media translation (beta), Diagflow Enterprise Version, Cloud Pure Language, Speech-to-Textual content, Textual content-to-Speech, Translation, Imaginative and prescient AI, Video AI, Cloud Inference API (alpha), and extra
  2. API administration: API Analytics, API Monetization, Cloud Endpoints, Developer Portal, Cloud Healthcare API, and extra
  3. Compute: Compute Engine, Shielded VMs, Naked Metallic, Cloud Run, App Engine, Cloud Features, Cloud GPU, and extra
  4. Containers: Artifact Registry, Cloud Construct, Container Registry, Container Safety, Google Kubernetes Engine, and extra
  5. Knowledge analytics: BigQuery, Dataflow, Dataproc, Dataflow, Dataprep, Cloud Composer, and extra
  6. Databases: Cloud SQL, Cloud Bigtable, Cloud Spanner, Firestore,  Memorystore, and extra
  7. Developer instruments: Cloud SDK, Container Registry, Cloud Construct, Cloud Supply Repositories, Cloud Duties, and extra, in addition to Cloud Instruments for PowerShell and Eclipse
  8. Healthcare and life sciences: Apigee Healthcare APIx, Cloud Healthcare API, Cloud Life Sciences (beta), and Healthcare Pure Language AI
  9. Web of Issues (IoT): IoT Core, Edge TPU 
  10. Hybrid and multicloud: Anthos, Apigee API administration, Cloud Construct, Looker, and Migrate for Anthos
  11. Administration Instruments: Anthos Service Mesh, Cloud APIs, Cloud Console, Cloud Deployment Supervisor, Cloud Cell App, Cloud Shell, and extra
  12. Media: Recreation Servers, OpenCue, and Transcoder API (beta)
  13. Migration: Cloud Knowledge Switch, Switch Equipment, BigQuery Knowledge Switch Service, Software migrate, Storage Switch Service, and extra
  14. Networking: Digital Personal Cloud (VPC), Cloud Load Balancing, Cloud Armor, Cloud CDN, Cloud NAT, Cloud DNS, Community Service Tiers, Community Telemetry, Community Intelligence Middle, and extra
  15. Operations: Cloud Debugger, Cloud Logging, Cloud Monitoring, Cloud Hint, Cloud Profiler, and Kubernetes Engine Monitoring
  16. Safety and Identification: Entry Transparency, Cloud Identification, Cloud Knowledge Loss Prevention, Cloud Key Administration, Identification-Conscious Proxy, reCAPTCHA Enterprise, and extra
  17. Serverless computing: App Engine, Cloud Features, Cloud Run, and Workflows
  18. Storage: Cloud Storage, Persistent Disk, Filestore, Archive Storage, and extra
  19. Further providers: Google Workspace, Meet, Chrome Enterprise, and Google Maps Platform

Google gives different cloud providers, which aren’t strictly a part of Cloud Platform, equivalent to its G Suite productiveness and collaboration apps, cell and internet software growth platform Firebase, and Orbitera manages multicloud billing and price administration.

SEE: Managing the multicloud (ZDNet/TechRepublic particular characteristic) | Obtain the free PDF model (TechRepublic)

Google Cloud Platform is primarily a public cloud supplier, although Google has dramatically elevated its concentrate on hybrid and multicloud workloads utilizing Anthos, permitting customers to handle workloads on GCP and Google Kubernetes Engine (and GKE On-Prem) in addition to on AWS and Azure. Although the cloud worth wars have cooled over the previous few years, Google follows its personal pricing sample and routinely boasts that it provides the bottom value of the highest three suppliers. Nonetheless, Google actually differentiates itself in its providers.

Further sources

  • The Google Cloud Platform: 10 issues it’s essential know (TechRepublic)
  • Google’s grasp cloud plan: Purchase extra infrastructure, cost much less for it (TechRepublic)
  • Google on cloud storage pricing: ‘Comply with Moore’s Regulation’ (CNET)
  • Cloud providers spending jumps by $10 billion in closing quarter of 2020 (TechRepublic)
  • Cloud migration determination software (TechRepublic Premium)
  • Google Cloud VPC Stream Logs enable admins to trace community flows in ‘close to real-time’ (TechRepublic)
  • Why does Google Cloud Platform matter?

    Google Cloud Platform provides the identical core information storage and digital machine performance of AWS and Azure, or some other cloud supplier. Google’s power lies in large information processing instruments, synthetic intelligence (AI) and machine studying initiatives, and container assist.

    Google’s BigQuery and Dataflow carry sturdy analytics and processing capabilities for corporations that work closely with information, whereas Google’s Kubernetes container know-how permits for container cluster administration and eases container deployment. Google’s Cloud Machine Studying Engine and numerous machine studying APIs make it simpler for companies to leverage AI within the cloud.

    Google is an organization that thrives on the gathering and subsequent leveraging of knowledge. Whether or not that’s person information, machine information, or geographic information is irrelevant–if an enterprise needs to experiment with information, Google Cloud Platform could also be a great possibility as a cloud supplier.

    Knowledge privateness and security measures are additionally very mature in Google Cloud Platform. Entry Transparency creates near-real time logs of when GCP assist representatives or system engineers work together together with your information. Equally, Entry Approval–available in beta–allows shoppers to actively approve or deny entry to saved information or configurations to Google directors.

    By standard demand, Google provides managed cases of open-source software program from companions together with MongoDB, Confluent, DataStax, Elastic, InfluxData, Neo4j, and Redis Labs.

    Google additionally has mature serverless computing infrastructure, eliminating a earlier hole between it and Amazon’s AWS Lambda. Google Cloud Platform’s serverless options cowl quite a lot of areas embrace app growth, analytics, workflow creation, and extra. It additionally has an integration with Elastic Cloud to assist open supply search and analytics.

    Further sources

    Who does Google Cloud Platform have an effect on?

    As with lots of Google’s improvements, the set of instruments that Google Cloud Platform contains had been initially inside instruments constructed for inside use. This ultimately proved problematic. Google initially focused cloud providers for startups and SMBs, providing as much as $100,000 of Cloud Platform and Firebase credit to startups. Nonetheless, restricted uptake prompted Google to make GCP extra adaptable for numerous use circumstances.

    On the outset, Google anticipated customers to construct apps the identical method Google did, although this philosophy is counter to the best way enterprise app growth tends to happen. In 2016, Google pivoted, admitting this was the improper method, with then-Alphabet government chairman Eric Schmidt stating that “We determined to satisfy you the place you’re, versus the place we expect you have to be.”

    Google subsequently added extra utilities to ease the transition to Cloud Platform, making the platform extra accessible to companies of any dimension trying to decommission some or all of their information facilities.

    It appears that evidently giant companies are paying consideration. In 2016, Google added large names to its Cloud Platform roster, together with Disney, Coca-Cola, Spotify, Apple, Colgate-Palmolive, and Residence Depot, amongst others, proving that it could actually cater to the wants of main gamers. In 2018, Twitter introduced its adoption of Google Cloud Platform, migrating 300 petabytes of knowledge to the platform. Accenture and Deloitte introduced expansions of their GCP alliances in 2019, with Google specializing in GCP capabilities to rework buying experiences. By early 2021, Google’s record of high-profile Cloud shoppers contains just too many to record individually.

    Many of those corporations additionally use different platforms equivalent to AWS or Azure, which implies that GCP might additionally act as a complementary supplier for current AWS or Azure clients who want further capabilities or flexibility.

    Since it’s a platform on which functions are constructed and hosted, the selection of a cloud supplier additionally impacts builders. For builders, Google Cloud Platform helps Go, Node.js, Python, Ruby, PHP, .NET, and Java. Builders ought to make certain they’re concerned in any conversations about choosing a cloud supplier to make sure it’s a platform that they, and their workforce, are snug working in.

    As Google continues to broaden its cloud choices to compete with different suppliers and “speed up digital transformation,” the vary of who it impacts will proceed to develop. Any enterprise with plans for large-scale information analytics, AI or ML growth, distant collaboration, or one of many many X-as-a-Service merchandise obtainable within the cloud can count on Google Cloud to have some impression on them within the years to come back. 

    Further sources

    When was Google Cloud Platform introduced?

    As talked about, Google’s first foray into cloud providers was the Google App Engine again in 2008. Two years later, Google introduced that it was including a storage layer and, in 2012, the corporate started its companion program for the platform. Then got here BigQuery, the Compute Engine, Cloud SQL, and the remainder of the instruments that make up in the present day’s Google Cloud Platform.

    Nonetheless, like all suppliers, Google always provides new instruments and options in preview, alpha, or beta, which is able to doubtless make it to most people.

    Among the newest merchandise added to Google Cloud Platform are Cloud Inference API, permitting builders to run large-scale correlations over datasets, Shielded VMs, Cloud Duties, Cloud IoT Edge, Cloud AutoML, and the AI Hub, permitting builders to share and deploy AI applied sciences on Google Cloud.

    At Google Cloud Subsequent 2019, additional enhancements to GCP’s AI capabilities had been introduced. AI Platform permits builders, information scientists, and information engineers to collaborate on machine studying tasks. New capabilities had been added to Cloud AutoML, now permitting for information from structured tables and video content material to be categorized routinely. Likewise, the present AutoML Imaginative and prescient has an edge computing variant.

    Google Cloud Subsequent 2020, which was all on-line over the course of eight weeks as a result of COVID-19 pandemic, introduced the announcement of a number of new options, equivalent to beta testing of Confidential VMs, which encrypt information in use whereas being processed. BigQuery Omni, a cross-platform cloud analytics software, was additionally introduced, as had been different minor bulletins and updates to Google’s numerous cloud providers.

    Further sources

    How can I exploit Google Cloud Platform?

    Since Google Cloud Platform is a publicly-available product, it is not very troublesome to amass its providers. The larger situation is two-fold: Deciding whether or not or not the platform is the best choice for your corporation, and planning your migration.

    To successfully evaluate Google Cloud Platform in opposition to the opposite choices on the market, it’s essential do your analysis. If you’re evaluating it in opposition to AWS and Microsoft Azure, strive beginning with our different good particular person’s guides for AWS and Microsoft Azure, respectively. An inventory of different good cloud distributors may be discovered on this record of 15 of the highest hybrid cloud distributors.

    As your group begins to plan its deployment, begin by making an inventory of questions you might have concerning the service and examine them in opposition to the FAQ part on the Google Cloud Platform web site. To grasp the specifics of a GCP deployment, make certain you become familiar with the correct documentation.

    Google does supply a free tier for Cloud Platform, in addition to a free 12-month trial with credit score for organizations which will must dip their toes within the water. Google provides free credit to pick startups working with affiliated traders, incubators, or accelerators by means of the Google Cloud for Startups promotion. A software for dwell migrations can also be supplied (merely titled Dwell Migration), which permits a digital machine occasion to maintain operating even throughout a number system occasion.

    Further tutorials and a fast begin information can be found right here.

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