Cloud Computing Concepts and Serverless Architecture
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deck from talk as ASAS conference in Arnhem, Netherlands on cloud serverless architecture patterns and vendor comparison for aws, gcp and azure
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Cloud Computing Concepts and Serverless Architecture
- 4. $9 Million$9 Million vs. $ 500
- 5. 10 Million Executions = ~ $ 500 USD
- 7. “ ”
- 10. “Lambdas are Containerless” Amazon EC2 @AntonDelsink
- 14. “ ”
- 15. Huge volume of activities Dynamic workloads Scheduled tasks or jobs • run web requests, queue messages, transactions • Isolate and scale tasks • run something infrequently, i.e. once a day or month • avoid paying for server(s) 24/7/365 • run a certain piece of code on a schedule
- 21. Hadoop/Spark Transform Visualization Client Data Lake ANSI SQL Exploratory ANSI SQL Warehouse
- 22. Compute AND File Storage are commodities on Azure, AWS & GCP
- 29. Kappa Architecture on the Cloud – Servers?
- 31. AWS
- 38. “My” Programming Language ? Debugging? Unit testing? Integration testing? Orchestration? Deployment?
- 40. Function Code Function Configuration Alarming and Metrics Stream Event Invokes Async Invokes LambdaVPC
- 41. New for AWS Lambda AWS SAM Local - CLI tool to test AWS Lambda locally
- 43. Azure Functions • Logic Apps • No Code • Generates JSON Orchestration
- 51. AWS X-Ray
- 52. ServiceType Servers (or Containers) Serverless Compute EC2 Lambda Files File Services on EC2 S3 SQL on Relational Data RDBMS on EC2 or RDS Athena / Redshift Spectrum Data Pipeline Kafka cluster on EC2 Kinesis Machine Learning EMR with Spark ML or Hadoop on EC2 Machine Learning API IoT MQTT Message Broker RabbitMQ on EC2 IoT Broker NoSQL MongoDB… on EC2 DynamoDB
- 54. 12-14 yr old kids are being taught to code withTKPJava – in school by their teachers
Notes de l'éditeur
- http://eftm.com.au/2016/08/how-two-uni-students-built-a-better-census-site-in-just-54-hours-for-500-30752
- http://serverlesscalc.com
- https://azure.microsoft.com/en-us/try/app-service/functions/
- https://en.wikipedia.org/wiki/BigQuery
- https://aws.amazon.com/blogs/compute/the-squirrelbin-architecture-a-serverless-microservice-using-aws-lambda/
- https://simplebeerservice.com/#
- https://medium.com/aws-activate-startup-blog/internet-of-beer-introducing-simple-beer-service-63c987037e9e & https://simplebeerservice.com/#
- http://freecontent.manning.com/patterns-for-solving-problems-in-serverless-architectures/ From https://www.manning.com/books/serverless-architectures-on-aws
- http://www.datio.com/architecture/kappa-architecture-using-managed-cloud-services-part-ii/
- http://www.allthingsdistributed.com/2016/05/aws-lambda-serverless-reference-architectures.html –or- https://cloudcraft.co/app
- https://read.acloud.guru/serverless-event-sourcing-at-nordstrom-ea69bd8fb7cc
- https://read.acloud.guru/lambda-for-alexa-skills-7-tips-from-the-trenches-684c963e6ad1
- http://docs.aws.amazon.com/lambda/latest/dg/best-practices.html
- https://github.com/vandium-io/lambda-tester, https://claudiajs.com/tutorials/designing-testable-lambdas.html, and https://firebase.google.com/docs/functions/unit-testing https://cloud.google.com/functions/docs/emulator
- https://s3-eu-west-1.amazonaws.com/step-functions-ref-archs-eu-west-1/DRandBackupArchDiagram.pdf
- https://aws.amazon.com/blogs/compute/introducing-simplified-serverless-application-deplyoment-and-management/, and https://serverless.com/
- https://aws.amazon.com/blogs/compute/introducing-simplified-serverless-application-deplyoment-and-management/
- https://aws.amazon.com/blogs/compute/the-squirrelbin-architecture-a-serverless-microservice-using-aws-lambda/
- https://aws.amazon.com/blogs/aws/aws-lambda-support-for-aws-x-ray/
- www.teachingkidsprogramming.org and tkplabs.og