Professional cloud architect - Google cloud ceritfication guide -: build a solid foundation in Google cloud platform to achieve the most lucrative IT certification
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Birmingham - Mumbai
Packt Publishing Limited
2022
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| Ausgabe: | Second edition |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XXV, 636 Seiten Illustrationen, Diagramme |
Internformat
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Table of Contents Preface Section 1: Introduction to GCP 1 GCP Cloud Architect Professional Understanding the benefits of being a certified architect Registering for the exam What to expect from the exam Online proctored exams 4 5 10 11 Suggested hints and tips Summary Further reading 11 12 12 2 Getting Started with Google Cloud Platform Introducing the cloud Understanding GCP GCP differentiators GCP locations 14 15 17 18 Resource manager 20 Summary Further reading 41 41 Չ Google Cloud Platform Core Services Understanding computing and hosting services Exploring storage services 44 47 Getting to know about networking services 49 Going through big data services 51
xii Table of Contents Table of Contents xiii Understanding machine learning services 52 Learning about identity services 53 Summary Further reading 54 54 Section 2: Manage, Design, and Plan a Cloud Solution Architecture 4 Working with Google Compute Engine Instance templates and instance groups 81 Region Zone Boot disk Snapshots Existing disks Labeis Confidential VM service Container Deletion protection Reservations Metadata Startup scripts Preemptlbility Availability policy Automatic restart Shielded VM Deletion rule Node affinity labels GPUs and TPUs Setting the location Port name mapping 84 85 Autoscaling Autohealing Containers on Compute Engine 85 92 93 Running a simple Windows container on Compute Engine A quick look at Google Cloud VMware Engine Use cases 96 96 Quotas and limits 98 IAM roles 98 Pricing Summary Further reading 94 100 103 103 109 109 110 116 117 118 119 120 Scaling Cron jobs Memcache IAM Quotas and limits Pricing Summary Further reading 121 122 124 125 125 126 126 126 120 121 6 Managing Kübemetes Clusters with Google Kübemetes Engine An introduction to microservices Containers Kübemetes Kübemetes architecture Kübemetes objects Google Kübemetes Engine GKE Autopilot Node pools Container-Optimized OS (COS) Storage 130 131 132 133 135 147 148 148 149 149 GKE cluster management Creating a GKE cluster IAM Kübemetes role-based access control Artifact Registry Cloud Build Best practices for building containers Quotas and limits Pricing Summary Further reading 151 151 179 180 180 181 182 182 183 183 183 Deploying Cloud-Native Workloads with Cloud Run 5 Exploring
Google App Engine as a Compute Option_ App Engine components Choosing the right location Deploying an App Engine application Versions Splitting traffic Migrating traffic Firewall rules Settings Custom domain SSL certificates Deploying our first GCE instance 58 Deployment options 64 64 65 66 66 69 70 71 71 71 71 72 72 73 74 74 75 75 76 79 App Engine standard environment Flexible environment 106 107 Working with App Engine Environment types 108 108 Using Cloud Run Cloud Run containers 186 188 Cloud Run triggers 188 Deploying to Cloud Run 190 Deploying a new revision Mapping custom domains IAM roles Quotas and limits 201 204 205 205
Table of Contents xv xiv Table of Contents Pricing Summary 206 207 Further reading 207 8 210 Anthos clusters Anthos Connect Agent Fleets (formerly environs) 211 212 212 Anthos cluster deployment options Anthos clusters on VMware (GKE onprem) Anthos on AWS Anthos on Azure Anthos clusters on bare metal 213 214 217 219 221 260 260 261 227 Istio Using Anthos Service Mesh Summary of Anthos Service Mesh 227 230 232 Anthos Binary Authorization Migrate for Anthos and GKE 234 235 Cloud Run for Anthos Quotas and limits Pricing 236 238 239 Exploring GCP networking Understanding Virtual Private Clouds 264 265 Connectivity Cost VPC Flow Logs Cross-VPC connectivity 267 268 269 269 Load balancing 272 9 273 274 274 274 276 277 Running Serverless Functions with Google Cloud Functions NAT 278 Main Cloud Functions characteristics Use cases NAT gateway Cloud NAT Application backends Real-time data processing systems Smart applications Runtime environments Types of Cloud Functions HTTP functions Background functions Events 224 242 243 243 244 244 245 245 246 246 247 Summary Further reading Triggers Other considerations Cloud SQL connectivity Connecting to internal resources in a VPC network Environmental variables Cold start Local emulator Deploying Cloud Functions Deploying Cloud Functions with the Google Cloud Console Deploying functions with the gcloud command 261 261 Networking Options in GCP Service management with Anthos Service Mesh Global versus regional load balancing External versus internal Proxy versus load balancer Load balancer types Comparison Choosing the right load balancer
Anthos Config Management Summary Further reading 10 Managing Cloud-Native Workloads with Anthos Anthos components IAM Quotas and limits Pricing 239 240 247 247 248 Hybrid connectivity VPN 248 248 248 249 249 278 279 279 279 281 Interconnects Peering Choosing the right connectivity method 282 283 Network Connectivity Center DNS 284 DNS resolution Cloud DNS DNSSEC 284 285 285 VPC firewall rules 285 Default rules Implied rules Always allowed traffic rules Always denied rules User-defined rules Firewall logging 286 287 287 288 288 289 Hierarchical firewall policies Private access options Summary Further reading 289 290 291 292 11 Exploring Storage and Database Options in GCP - Part 1 Choosing the right storage option 249 Data consistency 258 Understanding Cloud Storage Bucket locations 294 297 297 299 299 Storage classes 301 Data consistency 302 Cloud Storage FUSE 302 Creating and using a bucket Versioning and life cycle management 306 312 Transferring data
Table of Contents xvii xvi Table of Contents Cloud Storage Transfer Service Understanding 1AM Quotas and limits Pricing 313 315 315 316 Understanding Cloud Firestore 316 Creating and using Cloud Datastore 318 Summary of Datastore mode versus Native mode 323 1AM 323 Quotas and limits 324 Pricing 325 Understanding Cloud SQL 325 Data consistency Creating and managing Cloud SQL Read replicas High availability Backup and recovery Database migration service instance cloning IAM Quotas and limits Pricing 329 330 335 338 338 340 340 340 441 341 Summary 342 Further reading 342 12 Exploring Storage and Database Options in GCP - Part 2 Cloud Spanner Instance configurations Node count Processing units Replication TrueTime Data consistency Encryption Point-in-time recovery Creating a Cloud Spanner instance IAM Quotas and limits 346 346 □4/ 347 347 348 348 348 349 349 354 355 Pricing 397 398 398 399 375 380 381 381 Cloud loT Core BigQuery BigQuery features Using BigQuery IAM Quotas and limits Pricing 381 Data Fusion Core concepts IAM Quotas and limits Pricing 399 Datastream API 405 Dataproc Architecture IAM Quotas and limits 393 Additional considerations 406 Summary 407 Further reading 408 Cloud Dataflow IAM Quotas and limits Pricing 382 386 392 393 393 394 396 397 IAM Quotas and limits Pricing 399 405 405 405 14 356 Bigtable 356 Bigtable configuration 358 362 Data consistency Planning capacity 362 Creating a Bigtable instance and table 362 IAM 365 Quotas and limits 365 Pricing 366 Putting Machine Learning to Work An introduction to Al and ML 412 Cloud TPUs The seven steps of ML
Gathering and preparing the data Choosing a model Training Evaluation Hyperparameter tuning Prediction 413 Pretrained ML models 421 422 414 414 415 416 416 416 The Cloud Speech-to-Text API The Cloud Text-to-Speech API The Cloud Translation API The Cloud Natural Language API The Cloud Vision API The Cloud Video Intelligence API 422 423 423 423 428 431 Learning models 417 Dialogflow 432 GCP ML options 418 AutoML 433 13 TensorFlow 418 Summary 435 Cloud Vertex Al 420 Further reading 435 Analyzing Big Data Options Using Vertex Al End-to-end big data solution 368 Cloud Pub/Sub 368 Creating a topic and a subscription 370 Summary 366 Further reading 366 Pub/Sub Lite IAM Quotas and limits Pricing 374 374 374 375 420
Table of Contents xix xviii Table of Contents Section 3: Secure, Manage and Monitor a Google Cloud Solution 17 Monitoring Your Infrastructure Technical requirements 15 Introduction to security 440 Shared responsibility mode! 442 Service accounts Cloud Storage access management Organization Policy Service Firewall rules and load balancers Cloud Web Security Scanner Monitoring and logging Encryption Data encryption keys versus key encryption keys CMEKs versus CSEKs 443 446 448 454 458 460 462 464 466 467 467 467 Industry regulations PCI compliance Data loss prevention (DLP) Penetration testing in GCP Ci/CD security overview Identity-Aware Proxy (IAP) TCP forwarding Access Context Manger Chronicle Summary Additional security services Security Command Center (SCC) Forsēti Cloud Armor Secret Manager Summary Further reading 472 472 472 473 473 474 475 475 475 476 476 476 477 477 479 479 479 Cost Configuring Google Cloud's operations suite Cloud Monitoring 526 529 547 548 s49 Activity 550 Retention 551 Goog|e cloud's operations suite for GKE 552 gke dashboard Groups Dashboards Alerting policies Uptime checks Monitoring agents 530 531 532 534 537 АРМ Trace Debugger 554 554 Cloud Logging coo =30 Profiler 555 Legacy Logs Viewer 538 Logs Explorer 539 Exporting logs 544 Error Reporting Summary Further reading 553 555 556 556 Section 4: Exam Focus 18 Case Studies_ 16 Google Cloud Management Options Using APIs to manage resources482 Using Google Cloud Shell 487 The GCP SDK 489 gcloud gsutii bq cbt Logging agent introduction to Google Cloud's operations suite 524 Security and
Compliance Cloud Identity Resource Manager Identity and Access Management (IAM) 524 489 492 494 496 Exploring Cloud Deployment Manager Terraform Cloud Foundation Toolkit Pricing Calculator Additional things to consider Summary Further reading 498 514 516 517 519 520 521 Understanding how to approach the exam case studies560 What are we looking for in the 561 case studies? Company overview Solution concept Existing technical environment Business requirements Technical requirements Executive summary 561 563 564 564 565 565 Forming a solution Summary of Mountkirk 566 569 Additional case studies 570 EHR Healthcare TerramEarth Helicopter Racing League 570 574 577 Summary Further reading 580 580
xx Table of Contents 19 Test Your Knowledge Mock test one Mock test two Mock test three Mock test four 581 587 592 597 Index Other Books You May Enjoy Answers to mock test one 602 Answers to mock test two 606 Answers to mock testthree608 612 Answers to mock test four |
| adam_txt |
Table of Contents Preface Section 1: Introduction to GCP 1 GCP Cloud Architect Professional Understanding the benefits of being a certified architect Registering for the exam What to expect from the exam Online proctored exams 4 5 10 11 Suggested hints and tips Summary Further reading 11 12 12 2 Getting Started with Google Cloud Platform Introducing the cloud Understanding GCP GCP differentiators GCP locations 14 15 17 18 Resource manager 20 Summary Further reading 41 41 Չ Google Cloud Platform Core Services Understanding computing and hosting services Exploring storage services 44 47 Getting to know about networking services 49 Going through big data services 51
xii Table of Contents Table of Contents xiii Understanding machine learning services 52 Learning about identity services 53 Summary Further reading 54 54 Section 2: Manage, Design, and Plan a Cloud Solution Architecture 4 Working with Google Compute Engine Instance templates and instance groups 81 Region Zone Boot disk Snapshots Existing disks Labeis Confidential VM service Container Deletion protection Reservations Metadata Startup scripts Preemptlbility Availability policy Automatic restart Shielded VM Deletion rule Node affinity labels GPUs and TPUs Setting the location Port name mapping 84 85 Autoscaling Autohealing Containers on Compute Engine 85 92 93 Running a simple Windows container on Compute Engine A quick look at Google Cloud VMware Engine Use cases 96 96 Quotas and limits 98 IAM roles 98 Pricing Summary Further reading 94 100 103 103 109 109 110 116 117 118 119 120 Scaling Cron jobs Memcache IAM Quotas and limits Pricing Summary Further reading 121 122 124 125 125 126 126 126 120 121 6 Managing Kübemetes Clusters with Google Kübemetes Engine An introduction to microservices Containers Kübemetes Kübemetes architecture Kübemetes objects Google Kübemetes Engine GKE Autopilot Node pools Container-Optimized OS (COS) Storage 130 131 132 133 135 147 148 148 149 149 GKE cluster management Creating a GKE cluster IAM Kübemetes role-based access control Artifact Registry Cloud Build Best practices for building containers Quotas and limits Pricing Summary Further reading 151 151 179 180 180 181 182 182 183 183 183 Deploying Cloud-Native Workloads with Cloud Run 5 Exploring
Google App Engine as a Compute Option_ App Engine components Choosing the right location Deploying an App Engine application Versions Splitting traffic Migrating traffic Firewall rules Settings Custom domain SSL certificates Deploying our first GCE instance 58 Deployment options 64 64 65 66 66 69 70 71 71 71 71 72 72 73 74 74 75 75 76 79 App Engine standard environment Flexible environment 106 107 Working with App Engine Environment types 108 108 Using Cloud Run Cloud Run containers 186 188 Cloud Run triggers 188 Deploying to Cloud Run 190 Deploying a new revision Mapping custom domains IAM roles Quotas and limits 201 204 205 205
Table of Contents xv xiv Table of Contents Pricing Summary 206 207 Further reading 207 8 210 Anthos clusters Anthos Connect Agent Fleets (formerly environs) 211 212 212 Anthos cluster deployment options Anthos clusters on VMware (GKE onprem) Anthos on AWS Anthos on Azure Anthos clusters on bare metal 213 214 217 219 221 260 260 261 227 Istio Using Anthos Service Mesh Summary of Anthos Service Mesh 227 230 232 Anthos Binary Authorization Migrate for Anthos and GKE 234 235 Cloud Run for Anthos Quotas and limits Pricing 236 238 239 Exploring GCP networking Understanding Virtual Private Clouds 264 265 Connectivity Cost VPC Flow Logs Cross-VPC connectivity 267 268 269 269 Load balancing 272 9 273 274 274 274 276 277 Running Serverless Functions with Google Cloud Functions NAT 278 Main Cloud Functions characteristics Use cases NAT gateway Cloud NAT Application backends Real-time data processing systems Smart applications Runtime environments Types of Cloud Functions HTTP functions Background functions Events 224 242 243 243 244 244 245 245 246 246 247 Summary Further reading Triggers Other considerations Cloud SQL connectivity Connecting to internal resources in a VPC network Environmental variables Cold start Local emulator Deploying Cloud Functions Deploying Cloud Functions with the Google Cloud Console Deploying functions with the gcloud command 261 261 Networking Options in GCP Service management with Anthos Service Mesh Global versus regional load balancing External versus internal Proxy versus load balancer Load balancer types Comparison Choosing the right load balancer
Anthos Config Management Summary Further reading 10 Managing Cloud-Native Workloads with Anthos Anthos components IAM Quotas and limits Pricing 239 240 247 247 248 Hybrid connectivity VPN 248 248 248 249 249 278 279 279 279 281 Interconnects Peering Choosing the right connectivity method 282 283 Network Connectivity Center DNS 284 DNS resolution Cloud DNS DNSSEC 284 285 285 VPC firewall rules 285 Default rules Implied rules Always allowed traffic rules Always denied rules User-defined rules Firewall logging 286 287 287 288 288 289 Hierarchical firewall policies Private access options Summary Further reading 289 290 291 292 11 Exploring Storage and Database Options in GCP - Part 1 Choosing the right storage option 249 Data consistency 258 Understanding Cloud Storage Bucket locations 294 297 297 299 299 Storage classes 301 Data consistency 302 Cloud Storage FUSE 302 Creating and using a bucket Versioning and life cycle management 306 312 Transferring data
Table of Contents xvii xvi Table of Contents Cloud Storage Transfer Service Understanding 1AM Quotas and limits Pricing 313 315 315 316 Understanding Cloud Firestore 316 Creating and using Cloud Datastore 318 Summary of Datastore mode versus Native mode 323 1AM 323 Quotas and limits 324 Pricing 325 Understanding Cloud SQL 325 Data consistency Creating and managing Cloud SQL Read replicas High availability Backup and recovery Database migration service instance cloning IAM Quotas and limits Pricing 329 330 335 338 338 340 340 340 441 341 Summary 342 Further reading 342 12 Exploring Storage and Database Options in GCP - Part 2 Cloud Spanner Instance configurations Node count Processing units Replication TrueTime Data consistency Encryption Point-in-time recovery Creating a Cloud Spanner instance IAM Quotas and limits 346 346 □4/ 347 347 348 348 348 349 349 354 355 Pricing 397 398 398 399 375 380 381 381 Cloud loT Core BigQuery BigQuery features Using BigQuery IAM Quotas and limits Pricing 381 Data Fusion Core concepts IAM Quotas and limits Pricing 399 Datastream API 405 Dataproc Architecture IAM Quotas and limits 393 Additional considerations 406 Summary 407 Further reading 408 Cloud Dataflow IAM Quotas and limits Pricing 382 386 392 393 393 394 396 397 IAM Quotas and limits Pricing 399 405 405 405 14 356 Bigtable 356 Bigtable configuration 358 362 Data consistency Planning capacity 362 Creating a Bigtable instance and table 362 IAM 365 Quotas and limits 365 Pricing 366 Putting Machine Learning to Work An introduction to Al and ML 412 Cloud TPUs The seven steps of ML
Gathering and preparing the data Choosing a model Training Evaluation Hyperparameter tuning Prediction 413 Pretrained ML models 421 422 414 414 415 416 416 416 The Cloud Speech-to-Text API The Cloud Text-to-Speech API The Cloud Translation API The Cloud Natural Language API The Cloud Vision API The Cloud Video Intelligence API 422 423 423 423 428 431 Learning models 417 Dialogflow 432 GCP ML options 418 AutoML 433 13 TensorFlow 418 Summary 435 Cloud Vertex Al 420 Further reading 435 Analyzing Big Data Options Using Vertex Al End-to-end big data solution 368 Cloud Pub/Sub 368 Creating a topic and a subscription 370 Summary 366 Further reading 366 Pub/Sub Lite IAM Quotas and limits Pricing 374 374 374 375 420
Table of Contents xix xviii Table of Contents Section 3: Secure, Manage and Monitor a Google Cloud Solution 17 Monitoring Your Infrastructure Technical requirements 15 Introduction to security 440 Shared responsibility mode! 442 Service accounts Cloud Storage access management Organization Policy Service Firewall rules and load balancers Cloud Web Security Scanner Monitoring and logging Encryption Data encryption keys versus key encryption keys CMEKs versus CSEKs 443 446 448 454 458 460 462 464 466 467 467 467 Industry regulations PCI compliance Data loss prevention (DLP) Penetration testing in GCP Ci/CD security overview Identity-Aware Proxy (IAP) TCP forwarding Access Context Manger Chronicle Summary Additional security services Security Command Center (SCC) Forsēti Cloud Armor Secret Manager Summary Further reading 472 472 472 473 473 474 475 475 475 476 476 476 477 477 479 479 479 Cost Configuring Google Cloud's operations suite Cloud Monitoring 526 529 547 548 s49 Activity 550 Retention 551 Goog|e cloud's operations suite for GKE 552 gke dashboard Groups Dashboards Alerting policies Uptime checks Monitoring agents 530 531 532 534 537 АРМ Trace Debugger 554 554 Cloud Logging coo =30 Profiler 555 Legacy Logs Viewer 538 Logs Explorer 539 Exporting logs 544 Error Reporting Summary Further reading 553 555 556 556 Section 4: Exam Focus 18 Case Studies_ 16 Google Cloud Management Options Using APIs to manage resources482 Using Google Cloud Shell 487 The GCP SDK 489 gcloud gsutii bq cbt Logging agent introduction to Google Cloud's operations suite 524 Security and
Compliance Cloud Identity Resource Manager Identity and Access Management (IAM) 524 489 492 494 496 Exploring Cloud Deployment Manager Terraform Cloud Foundation Toolkit Pricing Calculator Additional things to consider Summary Further reading 498 514 516 517 519 520 521 Understanding how to approach the exam case studies560 What are we looking for in the 561 case studies? Company overview Solution concept Existing technical environment Business requirements Technical requirements Executive summary 561 563 564 564 565 565 Forming a solution Summary of Mountkirk 566 569 Additional case studies 570 EHR Healthcare TerramEarth Helicopter Racing League 570 574 577 Summary Further reading 580 580
xx Table of Contents 19 Test Your Knowledge Mock test one Mock test two Mock test three Mock test four 581 587 592 597 Index Other Books You May Enjoy Answers to mock test one 602 Answers to mock test two 606 Answers to mock testthree608 612 Answers to mock test four |
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| title | Professional cloud architect - Google cloud ceritfication guide - build a solid foundation in Google cloud platform to achieve the most lucrative IT certification |
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| title_short | Professional cloud architect - Google cloud ceritfication guide - |
| title_sort | professional cloud architect google cloud ceritfication guide build a solid foundation in google cloud platform to achieve the most lucrative it certification |
| title_sub | build a solid foundation in Google cloud platform to achieve the most lucrative IT certification |
| topic | Technologiemanagement (DE-588)4215161-2 gnd Cloud Computing (DE-588)7623494-0 gnd Google Cloud Platform (DE-588)1163407496 gnd |
| topic_facet | Technologiemanagement Cloud Computing Google Cloud Platform |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033590604&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT cłapakonrad professionalcloudarchitectgooglecloudceritficationguidebuildasolidfoundationingooglecloudplatformtoachievethemostlucrativeitcertification AT gerrardbrian professionalcloudarchitectgooglecloudceritficationguidebuildasolidfoundationingooglecloudplatformtoachievethemostlucrativeitcertification |