Ans: Google Cloud Platform is a suite of cloud computing services offered by Google. Its key components include compute, storage, networking, and data services.
Ans: Google Cloud Platform focuses on providing infrastructure and developer tools for cloud computing, while Google Workspace (formerly G Suite) offers productivity and collaboration applications like Gmail, Docs, and Drive.
Ans: Some advantages of GCP include scalability, high-performance computing, extensive service offerings, strong security measures, global infrastructure, and integration with other Google services.
Ans: Google Cloud Platform ensures data security through features such as encryption at rest and in transit, IAM controls, firewall rules, DDoS protection, and adherence to compliance standards.
Ans: Regions are geographical locations where GCP resources are hosted, while zones are specific data centers within regions. Regions provide redundancy and fault tolerance.
Ans: Google Cloud Storage is an object storage service for storing unstructured data, while Google Cloud Datastore is a NoSQL document database for application data.
Ans: Google Cloud Pub/Sub is a messaging service that enables asynchronous communication between independent systems. It uses topics and subscriptions for message distribution.
Ans: BigQuery is a fully managed, serverless data warehouse for analyzing large datasets. Unlike traditional relational databases, BigQuery operates on a distributed architecture and uses SQL-like queries.
Ans: Google Kubernetes Engine is a managed service for running containerized applications using Kubernetes. It simplifies the deployment, management, and scaling of containerized workloads.
Ans: Google Cloud AutoML is a suite of machine learning tools that enables users to build custom machine learning models without extensive knowledge of data science or coding.
Ans: IAM provides centralized control and management of user access to GCP resources. It allows administrators to assign roles and permissions to users, groups, and service accounts.
Ans: GCP ensures high availability through features like regional and multi-regional deployments, automatic scaling, load balancing, and redundant storage options.
Ans: Cloud Functions is a serverless compute service that allows you to run code in response to events without the need to manage servers or infrastructure.
Ans: VPC allows you to create a private virtual network within GCP, providing isolation and control over networking resources for your cloud-based applications.
Ans: Google Cloud Spanner is a globally distributed, horizontally scalable relational database. It provides strong consistency and transaction support across multiple regions.
Ans: Cloud Firestore is a flexible, scalable NoSQL document database that offers real-time data synchronization and querying. It improves upon Cloud Datastore by providing more advanced querying and scalability options.
Ans: GCP provides disaster recovery options like cross-regional replication, backups, and snapshots for various services. These options ensure data resilience and enable rapid recovery in case of failures.
Ans: Preemptible VMs are cost-effective virtual machines that offer significant discounts. However, they can be terminated at any time with a short notification, making them suitable for fault-tolerant and non-critical workloads.
Ans: GCP offers services like BigQuery, Dataproc, Dataflow, and Pub/Sub for various aspects of big data processing, including storage, analysis, batch processing, and real-time streaming.
Ans: GCP supports multiple deployment models, including public cloud, private cloud (Anthos), hybrid cloud, and multi-cloud deployments.
Ans: Google Cloud CDN improves the performance and latency of websites and applications by caching content at strategic edge locations around the world, closer to end users.
Ans: Google Cloud Load Balancing distributes incoming network traffic across multiple instances to ensure high availability, scalability, and improved performance.
Ans: GCP provides Kubernetes-based container orchestration through Google Kubernetes Engine (GKE), allowing for efficient management, scaling, and deployment of containerized applications.
Ans: Cloud Storage Transfer Service enables the transfer of large amounts of data from on-premises storage systems or other cloud providers to Google Cloud Storage.
Ans: GCP maintains compliance with various industry standards and regulations, such as GDPR, HIPAA, and PCI DSS. It provides features like encryption, auditing, and logging to help organizations meet their compliance requirements.