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Google Cloud Platform is a part of Google Cloud, which includes the Google Cloud Platform public cloud infrastructure, as well as G Suite, enterprise versions of Android and Chrome OS, and application programming interfaces (APIs) for machine learning and enterprise mapping services.
GCP Products
Category | Product | Functions supported |
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Compute | App Engine | Platform as a Service to deploy Java, PHP, Node.js, Python, C#, .Net, Ruby and Go applications. |
Compute Engine | Infrastructure as a Service to run Microsoft Windows and Linux virtual machines. | |
Kubernetes Engine | Containers as a Service based on Kubernetes. | |
Cloud Functions | Functions as a Service to run event-driven code written in Node.js or Python. | |
Storage & Databases | Cloud Storage | Object storage with integrated edge caching to store unstructured data. |
Cloud SQL | Database as a Service based on MySQL and PostgreSQL. | |
Cloud BigTable | Managed NoSQL database service. | |
Cloud Spanner | Horizontally scalable, strongly consistent, relational database service. | |
Cloud Datastore | NoSQL database for web and mobile applications. | |
Persistent Disk | Block storage for Compute Engine virtual machines. | |
Cloud MemoryStore | Managed in-memory data store based on Redis. | |
Networking | VPC | Virtual Private Cloud for managing the software defined network of cloud resources. |
Cloud Load Balancing | Software-defined, managed service for load balancing the traffic. | |
Cloud Armor | Web application firewall to protect workloads from DDoS attacks. | |
Cloud CDN | Content Delivery Network based on Google's globally distributed edge points of presence. As of June 2018, the service is in Beta. | |
Cloud Interconnect | Service to connect a data center with Google Cloud Platform | |
Cloud DNS | Managed, authoritative DNS service running on the same infrastructure as Google. | |
Network Service Tiers | Option to choose Premium vs Standard network tier for higher performing network. | |
Big Data | BigQuery | Scalable, managed enterprise data warehouse for analytics. |
Cloud Dataflow | Managed service based on Apache Beam for stream and batch data processing. | |
Cloud Dataproc | Big data platform for running Apache Hadoop and Apache Spark jobs. | |
Cloud Composer | Managed workflow orchestration service built on Apache Airflow. | |
Cloud Datalab | Tool for data exploration, analysis, visualization and machine learning. This is a fully managed Jupyter Notebook service. | |
Cloud Dataprep | Data service based on Trifacta to visually explore, clean, and prepare data for analysis. | |
Cloud Pub/Sub | Scalable event ingestion service based on message queues. | |
Cloud Data Studio | Business intelligence tool to visualize data through dashboards and reports. | |
Cloud AI | Cloud AutoML | Service to train and deploy custom machine learning models. As of September 2018, the service is in Beta. |
Cloud TPU | Accelerators used by Google to train machine learning models. | |
Cloud Machine Learning Engine | Managed service for training and building machine learning models based on mainstream frameworks. | |
Cloud Job Discovery | Service based on Google's search and machine learning capabilities for recruiting ecosystem. | |
Dialogflow Enterprise | Development environment based on Google's machine learning for building conversational interfaces. | |
Cloud Natural Language | Text analysis service based on Google Deep Learning models. | |
Cloud Speech-to-Text | Speech to text conversion service based on machine learning. | |
Cloud Text-to-Speech | Text to speech conversion service based on machine learning. | |
Cloud Translation API | Service to dynamically translate between thousands of available language pairs | |
Cloud Vision API | Image analysis service based on machine learning | |
Cloud Video Intelligence | Video analysis service based on machine learning | |
Management Tools | Stackdriver | Monitoring, logging, and diagnostics for applications on Google Cloud Platform and AWS. |
Cloud Deployment Manager | Tool to deploy Google Cloud Platform resources defined in templates created in YAML, Python or Jinja2. | |
Cloud Console | Web interface to manage Google Cloud Platform resources. | |
Cloud Shell | Browser-based shell command line access to manage Google Cloud Platform resources. | |
Cloud Console Mobile App | Android and iOS application to manage Google Cloud Platform resources. | |
Cloud APIs | APIs to programmatically access Google Cloud Platform resources | |
Identity & Security | Cloud Identity | Single sign-on (SSO) service based on SAML 2.0 and OpenID. |
Cloud IAM | Identity & Access Management (IAM) service for defining policies based on role-based access control. | |
Cloud Identity-Aware Proxy | Service to control access to cloud applications running on Google Cloud Platform without using a VPN. | |
Cloud Data Loss Prevention API | Service to automatically discover, classify, and redact sensitive data. | |
Security Key Enforcement | Two-step verification service based on a security key. | |
Cloud Key Management Service | Cloud-hosted key management service integrated with IAM and audit logging. | |
Cloud Resource Manager | Service to manage resources by project, folder, and organization based on the hierarchy. | |
Cloud Security Command Center | Security and data risk platform for data and services running in Google Cloud Platform. | |
Cloud Security Scanner | Automated vulnerability scanning service for applications deployed in App Engine. | |
Access Transparency | ear real-time audit logs providing visibility to Google Cloud Platform administrators. | |
IoT | Cloud IoT Core | Secure device connection and management service for Internet of Things. |
Edge TPU | Purpose-built ASIC designed to run inference at the edge. As of September 2018, this product is in private beta. | |
Cloud IoT Edge | Brings AI to the edge computing layer. | |
API Platform | Maps Platform | APIs for maps, routes, and places based on Google Maps. |
Apigee API Platform | Lifecycle management platform to design, secure, deploy, monitor, and scale APIs. | |
API Monetization | Solution for API providers to create revenue models, reports, payment gateways, and developer portal integrations. | |
Developer Portal | Self-service platform for developers to publish and manage APIs. | |
API Analytics | Service to analyze API-driven programs through monitoring, measuring, and managing APIs. | |
Apigee Sense | Enables API security by identifying and alerting administrators to suspicious API behaviors. | |
Cloud Endpoints | An NGINX-based proxy to deploy and manage APIs. |
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GCP Reference Architectures: https://gcp.solutions