Keepler | Full-Stack Serverless Applications on GCP
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The document outlines the concept and advantages of serverless computing and its associated services, contrasting it with traditional computing models. It details various components such as function as a service, databases, container registries, and more integrated with cloud platforms like AWS, Azure, and Google Cloud. Additionally, it emphasizes operational efficiency, reduced management demands, and security responsibilities in a serverless architecture.
Keepler | Full-Stack Serverless Applications on GCP
- 2. SERVERLESS?
- 4. COMPUTE SERVICES VS MANAGED SERVICES Traditional concept New concept FaaS Function as a Service Database & Storage ML & AI Data analytics Messaging Identity & DevOps Smart assistants Compute MANAGED
- 5. Operational Model Programming Model No server management Fully managed security Pay only for usage Service-based Event-driven Open SERVERLESS
- 6. Content Access policies Usage Deployment Web application security Identity Operations Access and authentication Network security Guest OS, data & content Audit logging Network Storage + encryption Hardened Kernel + IPC Boot Hardware Cloud provider’s responsibility User’s responsibility IaaS PaaS SaaS SHARED RESPONSIBILITY On-prem
- 8. CONS PERFORMANCE MAY BE AFFECTED VENDOR LOCK-IN RISK (Scale to zero trade-off)
- 9. NO OPS FEAR
- 10. SERVERLESS
- 12. Database & Storage ML & AI Data analytics Messaging Identity & DevOps Smart assistants AW S Compute
- 13. Database & Storage ML & AIData analytics Messaging Smart assistants AZURE Compute Identity & DevOps
- 14. Database & Storage ML & AIData analytics Messaging Smart assistants GCLOUD Compute Identity & DevOps
- 15. DEMO TIME
- 21. 1 CLOUD SOURCE REPOSITORIES ➔ Unlimited private Git repositories ➔ Managed ➔ Automatic syncing SERVERLESS
- 22. 2 CLOUD BUILD ➔ Easy to use ➔ Managed ➔ Customize each step ➔ Extremely fast build ➔ Native Docker support ➔ Container ecosystem (Cloud Build, Registry) SERVERLESS
- 23. 3 CLOUD STORAGE ➔ Instant data access ➔ Static website hosting ➔ Built-in CDN ➔ Multi-region location ➔ Lifecycle policies SERVERLESS
- 24. DEMO TIME
- 25. BACKEND MODULE 2
- 27. SERVERLESS 4 CONTAINER REGISTRY ➔ Secure, private Docker registry ➔ Cloud Build integration ➔ In-depth vulnerability scanning ➔ Container ecosystem
- 28. 5 CLOUD RUN ➔ Easy to use ➔ Managed ➔ Fast autoscaling ➔ Redundancy (regional) ➔ Container ecosystem (Cloud Build, Registry) gcloud beta run deploy --image gcr.io/my-project/helloword SERVERLESS
- 30. 6 CLOUD DATASTORE ➔ NoSQL global database ➔ Enterprise-grade, scalable NoSQL ➔ Automatic upgrade ➔ Multi-regional replication SERVERLESS
- 31. DEMO TIME
- 32. BACKEND MODULE CONSIDERATIONS 2 Cloud Run Service Account {projectID}[email protected] 1 Cloud Run Development Environment 3 Cloud Run Application Credentials 4 Cloud Run Deployment --update-env-vars CODE=${_CODE} SECRET!
- 33. EVENT MODULE 3
- 35. 7 CLOUD FUNCTIONS ➔ Simple way to run code ➔ Automatically scales ➔ No servers to provision ➔ Pay only when your code runs ➔ Connects and extends cloud services (Storage, Pub/Sub) SERVERLESS
- 36. 8 VIDEO INTELLIGENCE ➔ Precise video analysis ➔ No expertise required ➔ Simplify media management ➔ Automate workflows ➔ Seamlessly integrate with Cloud Storage SERVERLESS
- 37. DEMO TIME
- 38. EVENT MODULE CONSIDERATIONS 2 Cloud Function Service Account {projectName}@appsot.gserviceaccount.com 1 Cloud Function Development Environment 3 Cloud Function Application Credentials 4 Cloud Function Deployment '--trigger-event=google.storage.object.finalize','--trigger-resource=${_BUCKET_NAME}', '--source=src','--entry-point=entrypoint','--memory=2048MB','--timeout=300' CONFIG
- 39. EXTRA
- 42. 9 HTTPS GLOBAL LOAD BALANCER ➔ Worldwide autoscaling and Load Balancing ➔ Global LB with single anycast IP ➔ Software-Defined LB ➔ Seamless autoscaling ➔ Global monitoring ➔ Managed SSL certificate SERVERLESS
- 43. 10 STACKDRIVER ➔ Full observability for your code and apps ➔ Full-stack insights ➔ Native Google integration ➔ Debugger, Alerts, Logging, Monitoring, etc... SERVERLESS
- 44. DEMO TIME
- 45. HTTPS GLOBAL LOAD BALANCER
- 46. HTTPS GLOBAL LOAD BALANCER
- 47. SERVERLESS!
- 48. THANKS! WHAT? HOW? WHERE? TRANSFORMACIÓN AGILE METODOLOGÍA / FRAMEWORK DEVOPS ENFOQUE DATA PRODUCT EXCELENCIA TÉCNICA Cloud Computing Big Data Artificial Intelligence Sergio Gordillo Cloud Architect en Keepler Data Tech [email protected] / @Sergio_Gordillo The information contained in this document is property of KEEPLER DATA TECH and intended only for the person or entity to which it is sent.It may contain confidential and / or privileged material, the use of this information or any disclosure, copying or distribution is prohibited and may be unlawful. If you received this in error, please contact the sender and delete all copies.