Google Cloud Digital Leader flashcards

A fully managed relational database service that allows you to set up, maintain, manage, and administer your relational databases on Google Cloud.

• Supports MySQL, PostgreSQL, and SQL Server.
• Offers high availability, replication, and automatic backups.
• Simplifies database administration and scaling.
• Ideal for traditional relational workloads.

Memory trick: Cloud SQL: The managed SQL 'school' for your databases.

Cloud CDN (Content Delivery Network) leverages Google's global edge network to cache content close to users, reducing latency, improving performance, and lowering costs for content delivery.

• Caches content at edge locations globally.
• Reduces latency and improves delivery speed.
• Offloads origin servers.
• Lowers egress costs for content delivery.

Memory trick: CDN is like having mini-warehouses of your content all over the world.

GKE is a managed service for deploying and managing containerized applications using Kubernetes, simplifying orchestration.

• Automates Kubernetes cluster management.
• Provides features for service discovery, load balancing, scaling.
• Ideal for microservices architectures and continuous deployment.

Memory trick: Containers in GCP: GKE for Orchestration, Cloud Run for Serverless, Artifact Registry for Storage.

Dataflow is a fully managed, serverless service for executing Apache Beam pipelines for ETL, batch, and stream processing.

• Serverless and auto-scaling for both batch and streaming data.
• Supports complex data transformations and aggregations.
• Integrates with other Google Cloud data services like Cloud Storage and BigQuery.

Memory trick: Processing Data in GCP: Dataflow for Serverless, Dataproc for Hadoop, Composer for Orchestration.

Google Cloud BigQuery is a fully managed, serverless, and highly scalable enterprise data warehouse designed for business intelligence and ad-hoc analysis of large datasets using SQL.

• Separation of compute and storage.
• Automatically scales to petabytes of data.
• Pay-per-query or flat-rate pricing.
• Supports standard SQL and integrates with BI tools.

Memory trick: For 'Big' 'Queries' on 'Big' data, choose 'BigQuery'.

Google Cloud Storage offers various storage classes optimized for different availability, durability, and cost requirements based on data access frequency.

• Standard Storage: Frequent access, low latency.
• Nearline Storage: Infrequent access (monthly), lower cost.
• Coldline Storage: Very infrequent access (quarterly), even lower cost.
• Archive Storage: Long-term archiving (yearly), lowest cost.

Memory trick: Standard for daily, Nearline for monthly, Coldline for quarterly, Archive for yearly.

Google Cloud's managed machine learning platform that unifies ML engineering, data science, and MLOps workflows.

• Single platform for entire ML lifecycle
• Includes data labeling, training, deployment, monitoring
• Supports various ML frameworks and custom models

Memory trick: Vertex AI is the 'vertex' or peak of ML, covering every stage.

A suite of cloud-native productivity and collaboration tools for businesses, including Gmail, Calendar, Drive, Docs, Meet, and Chat.

• Enhances team collaboration and communication.
• Accessible from any device, anywhere.
• Integrated suite of applications.

Memory trick: Workspace makes work space, for teams to embrace.

Cloud Bigtable is a fully managed, petabyte-scale NoSQL wide-column database for large analytical and operational workloads, like IoT and time-series data.

• Ideal for high-throughput, low-latency read/write operations.
• Supports massive datasets (petabytes) and millions of requests per second.
• Commonly used for IoT, analytics, and personalization.

Memory trick: NoSQL in GCP: Firestore for Documents, Bigtable for Wide-Column, Memorystore for Cache.

Google Cloud's identity and access management service, allowing administrators to define who has what access to which resources.

• Grants granular permissions using roles.
• Integrates with Google identities and external identity providers.
• Essential for security and compliance.

Memory trick: Security stands tall with IAM at its core, protecting all.

A powerful combination of Google Cloud services for large-scale data processing, warehousing, and business intelligence.

• BigQuery: Serverless, highly scalable data warehouse.
• Dataflow: Unified streaming and batch data processing service.
• Looker: Business intelligence platform for data exploration and visualization.

Memory trick: Big data flows to big insights with Looker's eyes.

A series of Google Cloud services designed to efficiently ingest, process, store, and analyze data from Internet of Things (IoT) devices at scale.

• Enables real-time data collection from distributed sensors.
• Supports high-volume streaming data processing.
• Facilitates anomaly detection and predictive maintenance.

Memory trick: IoT Core connects, Pub/Sub collects, Dataflow deflects, BigQuery inspects.

A globally distributed, strongly consistent, and highly available relational database service.

• Combines relational database features with horizontal scalability of NoSQL.
• Offers ACID transactions at global scale.
• Synchronous replication for strong consistency across regions.

Memory trick: Spanner: Spans the globe, with strong consistency and speed.

Google Cloud Firestore is a flexible, scalable NoSQL document database for mobile, web, and server development, offering real-time data synchronization and offline support.

• Document-oriented data model.
• Real-time listeners for instant data updates.
• Offline first architecture with local data persistence.
• Fully managed and serverless.

Memory trick: For 'F'ast 'F'uture 'F'eatures on 'F'ire, use 'Firestore'.

A Google Cloud networking service that provides high-bandwidth, low-latency connections between an on-premises network and Google Cloud's network.

• Offers dedicated private connectivity, bypassing the public internet.
• Available as Dedicated Interconnect (physical) or Partner Interconnect (via service providers).
• Ideal for hybrid cloud deployments with strict security and performance needs.

Memory trick: Interconnect is a private bridge to the cloud.

Google Cloud offers a pay-as-you-go model and a wide array of managed services, reducing operational burden and upfront capital expenditure for businesses.

• Eliminates large upfront hardware investments (CapEx).
• Managed services reduce operational overhead and staffing needs.
• Scales resources automatically based on demand, optimizing costs.

Memory trick: Cost Savings & Managed Services: The Cloud's Core Promise.

Google Cloud Run is a fully managed, serverless platform that allows you to run stateless containers invocable via web requests or Pub/Sub events, scaling automatically from zero.

• Pay-per-use billing.
• Scales instantly from zero instances to thousands.
• Supports any language or library that can be containerized.
• No server or cluster management required.

Memory trick: When traffic 'Runs' wild, 'Cloud Run' lets your containers 'Run' free, from zero to hero.

BigQuery is a serverless, highly scalable, and cost-effective multi-cloud data warehouse designed for business agility. Looker is a business intelligence and data analytics platform that helps users explore and understand their data.

• BigQuery enables storing and analyzing petabytes of data.
• Looker provides interactive dashboards, reports, and data exploration capabilities.
• Together, they form a powerful solution for data-driven decision-making.
• Ideal for gaining insights from large, complex datasets.

Memory trick: BigQuery stores the data, Looker shows the insights.

A fully managed asynchronous messaging service that decouples senders and receivers, allowing for highly scalable and reliable real-time event ingestion and delivery.

• Supports publish-subscribe model for messages.
• Scales automatically to handle millions of messages per second.
• Used for streaming analytics, event-driven architectures, and distributed systems integration.
• Offers at-least-once delivery guarantee.

Memory trick: Pub/Sub is the real-time POST office for data streams.

A Google Compute Engine feature that allows you to operate multiple identical virtual machine instances as a single entity, with autohealing, load balancing, and autoscaling capabilities.

• Automatically scales the number of instances up or down based on demand.
• Ensures high availability by automatically recreating failed instances.
• Integrates with load balancers for distributing traffic.

Memory trick: MIGs manage instances, scaling with ease and resistance.

A fully managed serverless platform for stateless containers invoked via HTTP requests.

• Scales automatically from zero to thousands of instances.
• Pay-per-use billing (only for actual requests and CPU time).
• No server management required.

Memory trick: Cloud Run runs code, then runs to zero, saving dough.

A globally unified object storage service designed for storing unstructured data.

• Offers different storage classes for cost optimization based on access frequency.
• Highly durable and available.
• Scales to petabytes of data.

Memory trick: Storage in the Cloud, choose the right box for your shroud.

Google Cloud Storage offers different storage classes optimized for various access frequencies and cost-performance tradeoffs: Standard, Nearline, Coldline, and Archive.

• Standard: High frequency access, highest cost.
• Nearline: Monthly access, balanced cost/performance.
• Coldline: Quarterly access, lower cost, higher retrieval cost.
• Archive: Yearly access, lowest cost, highest retrieval cost/latency.

Memory trick: Think of storage classes as how often you open a file cabinet: Standard is your desk, Nearline is the office cabinet, Coldline is the basement, Archive is an offsite warehouse.

Cloud Load Balancing is a fully distributed, global, and managed service for distributing traffic to instances across regions, with built-in security features.

• Supports global traffic distribution across multiple regions.
• Offers various types (HTTP(S), TCP/SSL Proxy, UDP Proxy, Network).
• Includes DDoS protection and SSL termination capabilities.

Memory trick: Networking in GCP: Load Balancer for Traffic, DNS for Names, VPN for Secure Links.

An architectural style that structures an application as a collection of loosely coupled, independently deployable services, each running in its own process and communicating via lightweight mechanisms.

• Enables independent development, deployment, and scaling of services.
• Improves agility, resilience, and maintainability.
• Can lead to increased operational complexity if not managed well.

Memory trick: Monolith to Micro: Break it up for Agility!

Google Cloud infrastructure is globally distributed, organized into regions (independent geographic areas) and zones (isolated locations within a region).

• Regions provide geographic isolation and fault tolerance.
• Zones offer high availability within a region.
• Customers choose regions/zones for data residency and latency optimization.

Memory trick: Regions are like countries, Zones are like cities.

Google Cloud IAM allows administrators to define who has what access to which resources, enabling fine-grained, identity-based access control crucial for security models like zero-trust.

• Defines 'who' (identity) can do 'what' (role) on 'which' (resource).
• Essential for fine-grained access control.
• Core component of zero-trust security.
• Manages permissions for users, groups, and service accounts.

Memory trick: Zero-Trust means 'Never trust, always verify' with IAM as your bouncer.

A fully managed, serverless, and highly scalable enterprise data warehouse designed for analytics.

• Petabyte-scale analytics
• Real-time data ingestion and querying
• Serverless and cost-effective

Memory trick: Big data needs a BIG query to find the trends.

Google Cloud offers a highly secure infrastructure and adheres to numerous global and industry-specific compliance standards, helping customers meet their regulatory obligations.

• Built-in security at every layer of the infrastructure.
• Regular independent audits and certifications (e.g., ISO, SOC, PCI DSS, HIPAA, GDPR).
• Shared responsibility model for security.
• Tools for data encryption, access control, and logging.

Memory trick: For 'F'inancial 'F'irms, 'F'ocus on 'F'ortified 'F'oundations and 'F'ormal certifications.

A common pattern for ingesting, processing, and analyzing high-volume, real-time data from IoT devices using Google Cloud services.

• Pub/Sub for message ingestion.
• Dataflow for streaming data processing and transformation.
• BigQuery for scalable data warehousing and analytics.

Memory trick: Publish data, Flow it, Query it big.

Leveraging Google Cloud services for secure storage, powerful analytics, and machine learning on sensitive healthcare data to improve patient outcomes.

• Requires robust security and compliance (HIPAA).
• Handles diverse data types: structured, unstructured, imaging, genomics.
• Utilizes ML for predictive analytics and personalized medicine.

Memory trick: Storage for the records, BigQuery for insights, Vertex AI for the future.

A fully managed service on Google Cloud that enables secure connection, management, and ingestion of data from millions of IoT devices.

• Provides secure authentication and authorization for IoT devices.
• Handles device registration, monitoring, and firmware updates.
• Acts as a gateway for device data to other Google Cloud services like Pub/Sub.

Memory trick: IoT Core is the 'core' connection for all your 'things'.

A serverless CI/CD platform that executes your builds on Google Cloud infrastructure. It can import source code from various repositories, execute build steps, and produce artifacts.

• Supports multiple programming languages and build tools.
• Integrates with other Google Cloud services (e.g., Cloud Source Repositories, GKE).
• Automates building, testing, and deploying applications.
• Pay-as-you-go pricing model.

Memory trick: Cloud Build: Builds your code, tests, and DEPLOYS!

Google Cloud Interconnect provides dedicated physical connections between your on-premises network and Google's network, offering high bandwidth, low latency, and enhanced security by bypassing the public internet.

• Dedicated Interconnect: Direct physical connection.
• Partner Interconnect: Connects through a service provider.
• Provides private IP connectivity.
• Ideal for hybrid cloud, large data transfers, and disaster recovery.

Memory trick: To 'Interconnect' your 'On-Prem' with 'Cloud', choose 'Cloud Interconnect'.

Google Cloud's Infrastructure as a Service (IaaS) offering that allows users to create and run virtual machines.

• Customizable VMs (CPU, RAM, GPU)
• Fine-grained control over infrastructure
• Suitable for HPC and custom workloads

Memory trick: Compute Engine is your 'engine' for raw computing power and control.

Google Cloud Storage encrypts all data at rest by default using Google-Managed Encryption Keys (GMEK), with options for customer-managed keys.

• GMEK is the default, automatic encryption for all data at rest.
• CSEK allows customers to provide their own keys.
• CMEK uses Cloud KMS for customer-managed keys, offering more control.

Memory trick: Encryption Options: Google-Managed is Default, Customer-Managed for Control, Customer-Supplied for External.

Google Cloud's global network of data centers, regions, and zones, connected by a high-performance fiber network, designed for high availability, low latency, and disaster recovery.

• Regions are independent geographic areas, zones are distinct locations within regions.
• Enables multi-region deployments for fault tolerance and disaster recovery.
• Facilitates global load balancing and data replication.
• Underpins services like Cloud Spanner, global load balancers.

Memory trick: Global Network: Your DR 'Safety Net' across the world.

Google Cloud Regions are independent geographic areas that contain multiple zones. Deploying across multiple regions provides the highest level of availability and disaster recovery against widespread regional failures.

• Regions are geographically isolated from each other.
• Each region has multiple zones for high availability within the region.
• Cross-region deployment protects against regional outages.
• Ensures business continuity for critical applications.

Memory trick: To survive a region's 'R'uin, you need 'R'eplication in another 'R'egion.

Google Cloud offers a pay-as-you-go model to reduce capital expenditure and provides fully managed services to decrease operational overhead, benefiting organizations with limited resources.

• Eliminates large upfront hardware investments.
• Only pay for resources consumed.
• Managed services handle patching, maintenance, and scaling.

Memory trick: Cost-conscious non-profits crave 'Pay Less, Manage Less' cloud solutions.

Commonly uses Pub/Sub for real-time ingestion and BigQuery for serverless, petabyte-scale SQL analytics on streaming data.

• Pub/Sub acts as a scalable message queue for ingress.
• BigQuery provides a serverless SQL data warehouse for analysis.
• Often combined with Dataflow for complex transformations between ingestion and storage.

Memory trick: Stream with Pub/Sub, Query with BigQuery, Visualize with Looker.

Cloud CDN leverages Google's global network of edge points of presence (PoPs) to cache content close to users, delivering it with low latency and high availability.

• Reduces latency by serving content from edge locations.
• Decreases load on origin servers.
• Integrates with Google Cloud Load Balancing and Cloud Armor.

Memory trick: CDN delivers your content to the closest user, fast!

Google Cloud Dataflow is a fully managed, serverless service that executes Apache Beam pipelines, making it highly effective for complex, large-scale ETL operations on both batch and streaming data.

• Unified programming model for batch and stream processing.
• Automated resource management and dynamic work rebalancing.
• Scales automatically to handle varying data volumes.
• Ideal for data transformation, enrichment, and movement.

Memory trick: To 'Flow' data through 'E'xtreme 'T'ransformation 'L'oads, you need 'Dataflow'.

Breaking down a monolithic application into smaller, independent services, deployed and managed on Google Kubernetes Engine for scalability, resilience, and agility.

• Microservices enable independent scaling and development.
• GKE orchestrates containerized microservices.
• Provides auto-scaling, load balancing, and self-healing capabilities.

Memory trick: From monolith to micro, GKE makes it flow.

Google Cloud Identity and Access Management (IAM) enables you to manage access control by defining who (identity) has what access (role) for which resource.

• Supports the principle of least privilege.
• Grants granular permissions at project, folder, and organization levels.
• Integrates with Google identities and external identity providers.
• Allows custom roles for specific permission sets.

Memory trick: To 'I'dentify 'A'ccess 'M'atrices, use 'IAM' for zero trust.

An extension of Google Cloud's BigQuery that enables the analysis and visualization of geospatial data at scale using standard SQL.

• Supports geospatial data types (points, lines, polygons).
• Provides specialized geospatial functions.
• Integrates with BI tools for map-based visualization.

Memory trick: BigQuery GIS: Big maps, big data, big insights.

A fully managed service for executing Apache Beam pipelines to process both batch and streaming data.

• Unified programming model for batch and streaming.
• Scalable and serverless.
• Integrates with other Google Cloud services (Pub/Sub, BigQuery, AI Platform).

Memory trick: Dataflow: Your data 'flows' smoothly, whether it's a stream or a batch.

Cloud services where the provider handles the underlying infrastructure, including patching, backups, and scaling, allowing users to focus on application development.

• Reduces operational overhead for users.
• Includes automatic maintenance tasks.
• Common in PaaS (Platform as a Service) and some SaaS offerings.

Memory trick: Google Cloud's value is like a chef: you get great food (apps) without doing the dishes (infra management).

Google Cloud Storage Nearline is a low-cost, highly durable storage service for data accessed less than once a month, offering millisecond response times.

• Ideal for backups, disaster recovery, long-tail content.
• Lower per-GB cost than Standard storage.
• Higher retrieval costs than Standard, but lower than Coldline/Archive.
• Millisecond access latency.

Memory trick: Standard is 'S'uper fast, Nearline is 'N'ot often, Coldline is 'C'ooling down, Archive is 'A'lmost never.

Leveraging a combination of Google Cloud services to host Electronic Health Records systems, ensuring security, compliance (e.g., HIPAA), and data diversity.

• Compute Engine or GKE for application hosting.
• Cloud SQL or Cloud Spanner for relational patient data.
• Cloud Storage for unstructured documents and images.
• IAM and security services for granular access control and compliance.

Memory trick: EHR: Compute, SQL for records, Storage for files.

Google Kubernetes Engine (GKE) provides a managed environment for deploying, managing, and scaling containerized applications, ideal for microservices architectures.

• Automated deployment, scaling, and management of containers.
• Supports high availability and multi-regional deployments.
• Integrates with other Google Cloud services for storage, networking, and monitoring.

Memory trick: GKE + Microservices: Global scale, Kubernetes manages, always available.

The use of digital technologies to streamline processes, reduce costs, improve productivity, and enhance the overall effectiveness of business operations.

• Focuses on internal processes and resource utilization.
• Examples include automation, supply chain optimization, and predictive maintenance.
• Aims to achieve more with less, or to achieve existing goals more reliably.

Memory trick: DRIVERS make the business GO: Customers, Operations, Models, Talent.

Google Cloud's managed machine learning (ML) platform that provides tools for the entire ML workflow, from data preparation to model deployment and monitoring.

• Offers access to specialized hardware like GPUs and TPUs.
• Supports various ML frameworks and MLOps practices.
• Simplifies model training, deployment, and management.

Memory trick: AI Platform is your one-stop shop for smart models.

A managed service that enables the ingestion, storage, analysis, and exchange of healthcare data in industry-standard formats.

• Supports FHIR, DICOM, HL7v2 standards
• Built for HIPAA compliance and security
• Facilitates interoperability and data exchange

Memory trick: The Healthcare API is the 'heart' of compliant data for health.

Cloud SQL is a fully managed relational database service for MySQL, PostgreSQL, and SQL Server, handling patching, backups, and scaling.

• Supports MySQL, PostgreSQL, and SQL Server.
• Automates database administration tasks.
• Offers high availability and disaster recovery options.

Memory trick: Databases in the Cloud: SQL for Relational, Spanner for Global, BigQuery for Warehousing.

Compute Engine is Google Cloud's Infrastructure as a Service (IaaS) offering, providing customizable virtual machines.

• Offers granular control over OS, machine types, storage, and networking.
• Users are responsible for managing the operating system and installed software.
• Provides a wide range of pre-configured machine types and custom options.

Memory trick: Compute: Engine for VMs, App Engine for PaaS, Run for Serverless, GKE for Containers.

BigQuery is a serverless data warehouse for large-scale analytics, and Looker is a business intelligence platform for data exploration and visualization.

• BigQuery handles petabytes of data.
• Looker provides interactive dashboards and reports.
• Together, they enable real-time insights and data-driven decisions.

Memory trick: BigQuery + Looker = Big Insights, Clearer Picture.

Cloud Armor is a DDoS protection and Web Application Firewall (WAF) service that helps protect your Google Cloud applications and websites from various types of attacks.

• Protects against L3/L4 volumetric DDoS attacks.
• Provides WAF capabilities for L7 application-layer attacks.
• Integrates with Google Cloud Load Balancing for edge protection.

Memory trick: Armor Shields Apps from DDoS and WAF.

Cloud KMS is a cloud-hosted key management service that allows you to manage cryptographic keys for your cloud services, providing customer control over key lifecycle and usage.

• Manages symmetric and asymmetric encryption keys.
• Integrates with many Google Cloud services.
• Supports key rotation, versioning, and access control.
• Available in software, hardware (HSM), and external (EKS) flavors.

Memory trick: KMS keeps your keys, granting full control.

Confidential VMs are a Google Compute Engine offering that keeps data encrypted in memory during processing, providing enhanced isolation from the cloud provider's infrastructure.

• Encrypts VM memory with hardware-based keys.
• Protects data in use from the hypervisor and host infrastructure.
• Leverages AMD Secure Encrypted Virtualization - Encrypted State (SEV-ES).
• Maintains data confidentiality even if the host is compromised.

Memory trick: Confidential VMs keep secrets even in RAM.

Cloud Audit Logs records administrative activities, data access events, and system events across Google Cloud services, providing an immutable audit trail.

• Automatically generated for most Google Cloud services.
• Records 'who, what, where, and when' for resource access.
• Crucial for security, compliance, and troubleshooting.
• Categorized into Admin Activity, Data Access, and System Event logs.

Memory trick: Audit Logs are the security camera footage of your cloud actions.