Google Cloud
Google Cloud, also known as Google Cloud Platform (GCP), is a suite of cloud computing services provided by Google. It offers a wide range of infrastructure and platform services for building, deploying, and managing applications and workloads in the cloud. Here's an overview of key components and offerings within Google Cloud:
1. Infrastructure as a Service (IaaS):
- Compute Engine: Virtual machines (VMs) on Google's infrastructure for running applications and workloads.
- Google Kubernetes Engine (GKE): Managed Kubernetes service for containerized applications orchestration and management.
- Cloud Storage: Object storage service for storing and accessing data in the cloud, offering scalability, durability, and global availability.
2. Platform as a Service (PaaS):
- App Engine: Platform for building and deploying scalable web applications and APIs without managing infrastructure.
- Cloud Functions: Serverless computing platform for building event-driven and microservices-based applications with automatic scaling.
3. Database and Data Analytics:
- Cloud SQL: Managed relational database service supporting MySQL, PostgreSQL, and SQL Server databases.
- Cloud Spanner: Globally distributed, horizontally scalable, and strongly consistent relational database service.
- BigQuery: Serverless, highly scalable data warehouse for analytics and business intelligence (BI) with SQL-like queries.
- Dataflow: Fully managed stream and batch data processing service for real-time analytics and ETL (Extract, Transform, Load) workflows.
4. Networking and Content Delivery:
- Virtual Private Cloud (VPC): Networking service providing global connectivity for cloud resources with customizable security policies and network segmentation.
- Cloud Load Balancing: Global, scalable, and fully managed load balancing service for distributing traffic across multiple instances or regions.
- Cloud CDN: Content Delivery Network service for delivering static and dynamic content with low latency and high performance.
5. AI and Machine Learning:
- AI Platform: Managed platform for building, training, and deploying machine learning models with TensorFlow and other frameworks.
- Vision AI: Pre-trained models for image recognition, object detection, and optical character recognition (OCR).
- Natural Language AI: Pre-trained models for sentiment analysis, entity recognition, and language translation.
- Translation AI: Neural machine translation service supporting translation between multiple languages.
6. Identity and Security:
- Identity and Access Management (IAM): Service for managing user access and permissions to Google Cloud resources.
- Cloud Identity-Aware Proxy (IAP): Identity-based access control for web applications deployed on Google Cloud.
- Cloud Key Management Service (KMS): Managed service for creating, importing, and managing cryptographic keys for data encryption.
7. Developer Tools and DevOps:
- Cloud Build: Fully managed continuous integration and continuous delivery (CI/CD) platform for building and testing applications.
- Cloud Source Repositories: Git version control service for storing, managing, and collaborating on source code.
- Stackdriver: Monitoring, logging, and diagnostics platform for cloud applications and infrastructure.
8. Internet of Things (IoT):
- Cloud IoT Core: Managed service for securely connecting and managing IoT devices at scale, with support for device registration, telemetry ingestion, and device management.
9. Serverless Computing:
- Google Cloud Functions: Event-driven functions as a service (FaaS) platform for running code without provisioning or managing servers.
10. Hybrid and Multi-cloud Solutions:
- Anthos: Platform for managing applications and services across hybrid and multi-cloud environments, with support for Kubernetes-based workloads.