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GCP Professional Architect Exam > GCP Services > Flashcards

GCP Services Flashcards

1
Q

Managed App Platform

A

App Engine

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2
Q

Event-driven serverless functions

A

Cloud Functions

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3
Q

Serverless for containerized apps

A

Cloud Run

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4
Q

VMs, with ability to add GPUs, TPUs, and Disks

A

Compute Engine

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5
Q

Managed Kubernetes Service

A

Kubernetes Engine (GKE)

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6
Q

Enterprise hybrid/multi-cloud platform

A

Anthos

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7
Q

Object storage and serving

A

Cloud Storage

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8
Q

Archival storage - no more than once per year

A

Archive Storage

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9
Q

Archival storage - no more than once per quarter

A

Coldline Storage

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10
Q

Infrequent access storage - no more than once a month

A

Nearline Storage

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11
Q

GCP Storage Class used for frequent access or things that you’ll read or write to often

A

Standard Storage

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12
Q

GCP Storage minimal replication class

A

Regional Storage

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13
Q

GCP Storage - slightly replicated class

A

Dual-region Storage

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14
Q

GCP Storage - fully replicated class

A

Multi-Region Storage

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15
Q

VM-attached disks

A

Persistent Disk

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16
Q

Managed NFS Server

A

Cloud Filestore

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17
Q

Petabyte-scale, low-latency-non-relational database

A

Cloud Bigtable

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18
Q

Horizontally scalable document database

A

Cloud Datastore

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19
Q

Strongly-consistent serverless document database

A

Cloud Firestore

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20
Q

Managed Redis

A

Cloud Memorystore

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21
Q

Horizontally scalable relational database

A

Cloud Spanner

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22
Q

Managed MySQL and PostgreSQL

A

Cloud SQL

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23
Q

Serverless data warehouse designed for use in analytics, that is compatible with ANSI SQL, and has a number of integrations/offered services.

A

BigQuery

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24
Q

In-memory analytics service, used to analyze up to petabytes of data with a sub-second response time and high concurrency.

Offers native integration/export to Data Studio, Looker, and Google Sheets

A

BigQuery BI Engine

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25
Q

ML model training/serving for planet scale structured or semi-structured datasets.

A

BigQuery ML

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26
Q

Managed workflow orchestration service

A

Cloud Composer

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27
Q

Graphically manage data pipelines

A

Cloud Data Fusion

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28
Q

Stream/batch data processing

A

Cloud Dataflow

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29
Q

Managed Jupyter Notebook

A

Cloud Datalab

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30
Q

Visual data wrangling/cleaning for analysis/machine learning

A

Cloud Dataprep

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31
Q

Managed Spark and Hadoop

A

Cloud Dataproc

32
Q

Global real-time messaging

A

Cloud Pub/Sub

33
Q

Metadata management service

A

Data Catalog

34
Q

Collaborative data exporation/dashboarding

A

Data Studio

35
Q

Managed genomics and biomedical data process, analysis, and annotation service

A

Cloud Life Sciences (in Beta) (formerly Cloud Genomics)

36
Q

Hosted AI component sharing

A

AI Hub

37
Q

Managed platform for ML

A

AI Platform

38
Q

Service for requesting human labeling of a data collection - used for labeling data to train custom ML models

A

AI Platform Data Labeling service

39
Q

Preconfigured VMs for deep learning

A

AI Platform Deep Learning VMs

40
Q

Managed JupyterLab notebook instances

A

AI Platform Notebooks

41
Q

Service for parallel and distributed training of ML training jobs

A

AI Platform Training (also sometimes called AI Platform Training and Prediction service)

42
Q

Low latency and autoscaled execution of trained ML models

A

AI Platform Predictions

43
Q

Custom ML models for text processing

A

AutoML Natural Language

44
Q

Custom structured ML data models

A

AutoML Tables

45
Q

Service for creating custom ML translation model, particularly ones that are domain specific (using industry Jargon for example)

A

AutoML Translation

46
Q

Service for creating custom ML models for video annotation

A

AutoML Video Intelligence

47
Q

Service for creating custom ML models for image classification

A

AutoML Vision

48
Q

Hosted AI component repository

A

Cloud AI Building Blocks

49
Q

Service for sentiment analysis, entity analysis, entity sentiment analysis, content classification, and syntax analysis using pre-trained ML models

A

Cloud Natural Language API

50
Q

Service for converting speech to text that supports 120 languages, continually improved by ML at scale using every call made to the service

A

Cloud Speech-to-Text API

51
Q

Service for automatic language detection and translation

A

Cloud Translation API

52
Q

Service for processing videos with pretrained ML models for video annotation

A

Cloud Video Intelligence API

53
Q

Service for classifying images using pretrained ML models

A

Cloud Vision API

54
Q

Hardware acceleration for ML developed by Google

A

Cloud TPU

55
Q

Conversational interface builder, for web support, automated help channels, and more

A

Dialogflow Enterprise Edition (or just Dialogflow)

56
Q

Service for analyzing, classifying, organizing, and searching documents powered by ML

A

Document AI (formerly Document Understanding AI)

57
Q

Fully managed service for automatically providing product recommendations to customers using ML - still in highly limited Beta

A

Recommendations AI

58
Q

Method of connecting on-prem to GCP by directly connecting to the Google Edge network, often at an Internet Exchange (IXP) - one option for accessing GSuite on-prem

A

Direct Peering

59
Q

Method of connecting on-prem to GCP through an ISP - one option for accessing GSuite on-prem

A

Carrier Peering

60
Q

Method of connecting on prem to GCP through an ISP in a way that’s easily configurable and flexible for all GCP services except GSuite

A

Partner Interconnect

61
Q

Method of connecting on prem to GCP directly in a way that’s easily configurable and flexible for all GCP services except GSuite. Offers the highest bandwidth of any method of connecting to GCP 10GBPs or 100GBPs

A

Dedicated Interconnect

62
Q

DDoS protection and WAF (Web Application Firewall) service. Built using the HTTP(S) load balancer and protects services on Layer 3 and Layer 4

A

Cloud Armor

63
Q

Google service for caching HTTP(S) Load Balanced content at the edge of Google’s network to increase serving speed and reliability

A

Cloud CDN

64
Q

Programmable Domain Name management service

A

Cloud DNS

65
Q

Internal pass-through (Direct Server Return) load balancer, capable of handling non-HTTP(S) traffic.

Regional and only available on premium network tier.

A

Internal TCP/UPD Load Balancer

66
Q

Internal proxy load balancer, only capable of handling traffic on port 80 & 443.

Regional and only available on premium network tier.

A

Internal HTTP(S) Load Balancer

67
Q

External pass-through (Direct Server Return) load balancer, capable of handling non-HTTP(S) traffic.

Regional and available on both Standard and Premium network tier.

A

External Network TCP/UDP Load Balancer

68
Q

External proxy load balancer, capable of handling most non-UDP/HTTP traffic, but only on ports 25, 43, 110, 143, 195, 443, 465, 587, 700, 993, 995, 1883, & 5222.

Available on both Standard and Premium tier. Capable of being Global on the premium tier, otherwise locked to a regional forwarding rule, external IP address, and backend instance group or NEGs, all of which must be in the same region

A

External TCP Proxy Load Balancer

69
Q

External proxy load balancer, capable of off-loading handling most non-UDP/HTTP traffic, but only on ports 25, 43, 110, 143, 195, 443, 465, 587, 700, 993, 995, 1883, & 5222. SSL is terminated at the load balancer. Can handle IPv6 and proxies to IPv4 on the backend.

Available of both Standard and Premium tier. Capable of being Global on the premium tier, otherwise locked to a regional forwarding rule, external IP address and backend instance group or NEG, all of which must be in the same region.

A

External SSL Proxy Load Balancer

70
Q

External proxy load balancer capable of handling traffic on ports 80 & 443. Does not support mTLS.

Available of both Standard and Premium tier. Capable of being Global on the premium tier, otherwise locked to a regional forwarding rule, external IP address and backend instance group or NEG, all of which must be in the same region.

A

External HTTP(S) Load Balancer

71
Q

Nertwork address translation service

A

Cloud NAT

72
Q

Service to provide a virtual private connection to GCP over the public internet

A

Cloud VPN

73
Q

The two different network service tiers that GCP provides are…?

A

Standard and Premium

74
Q

Service to identify and analyze VPC identity traffic and access patterns

A

Google Network Telemetry

75
Q

Fully managed service mesh control plane

A

GCP Traffic Director

76
Q

Fully managed, software defined networking solution

A

Google VPC

77
Q

Fully managed service for connecting, managing, and ingesting data from millions (or more) of globally dispersed devices.

A

Cloud IoT Core

GCP Professional Architect Exam (1 decks)

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