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Revolutionize DevOps lifecycle with Amazon CodeCatalyst and DevOps Guru at DevCon Romania
- 1. Revolutionize DevOps lifecycle with Amazon CodeCatalyst and DevOps Guru Vadym Kazulkin, ip.labs, 1 November 2023
- 2. Contact Vadym Kazulkin ip.labs GmbH Bonn, Germany Co-Organizer of the Java User Group Bonn [email protected] @VKazulkin https://dev.to/vkazulkin https://github.com/Vadym79/ https://www.linkedin.com/in/vadymkazulkin https://www.iplabs.de/
- 6. DevSecOps Lifecycle https://www.browserstack.com/guide/devops-lifecycle
- 7. Focus on Business Value
- 12. Create Project
- 13. Create Project
- 14. Create Serverless RESTful blueprint Project
- 15. Create Serverless RESTful blueprint Project
- 16. Create Serverless RESTful blueprint Project
- 17. Create Serverless RESTful blueprint Project
- 18. Create Serverless RESTful blueprint Project
- 19. Serverless RESTful Project Code
- 20. Serverless RESTful Project Code
- 21. Serverless RESTful Project Dev Environment
- 22. Serverless RESTful Project Dev Environment
- 23. Serverless RESTful Project Dev Environment
- 24. Serverless RESTful Project Dev Environment
- 25. Serverless RESTful Project CI/CD
- 26. Serverless RESTful Project Workflows
- 27. Serverless RESTful Project Workflows
- 28. Serverless RESTful Project Workflows
- 29. Serverless RESTful Project Workflows
- 30. Serverless RESTful Project Issues
- 31. Serverless RESTful Project Issues
- 32. Serverless RESTful Project Reports
- 33. Serverless RESTful Project Reports
- 34. Serverless RESTful Project Test Coverage
- 35. Serverless RESTful Project Code Coverage
- 36. Space Plugins
- 41. AIOPs Artificial Intelligence for IT Operations (AIOps) is the process of using machine learning techniques to solve operational problems. The goal of AIOps is to reduce human intervention in the IT operations processes. By using advanced machine learning techniques, you can reduce operational incidents and increase service quality. AIOps can help you with: • Increase service quality • for example, by grouping related incidents based on time and language or by predicting Knowledge Base articles to solve an incident • Predict incidents before they happen • Classify new incidents and insights
- 42. What is AWS DevOps Guru Amazon DevOps Guru offers a fully managed AIOps platform powered by machine learning (ML) that is designed to make it easy to improve an application’s operational performance and availability DevOps Guru helps detect behaviors that deviate from normal operating patterns so you can identify operational issues long before they impact your customers • increased latency • error rates (timeouts, throttles, CPU, memory and, disk utilization) • resource constraints (exceeding AWS account limits) https://aws.amazon.com/devops-guru
- 43. Benefits of DevOps Guru https://aws.amazon.com/devops-guru
- 44. How DevOps Guru work https://aws.amazon.com/devops-guru
- 45. DevOps Guru is powered by pre-trained ML models https://aws.amazon.com/blogs/machine-learning/amazon-devops-guru-is-powered-by-pre-trained-ml-models-that-encode-operational-excellence/ • Built domain-specific, single-purpose models to identify known failure modes instead of normal metric behavior. • DevOps Guru relies on a large ensemble of detectors—statistical models tuned to detect common adverse scenarios in a variety of operational metrics. • DevOps Guru detectors don’t need to be trained or configured. They work instantly as long as enough history is available. • Individual detectors work in preconfigured ensembles to generate anomalies on some of the most important metrics operators monitor: error rates, availability, latency, incoming request rates, CPU, memory, and disk utilization, among others.
- 46. DevOps Guru Example Application https://github.com/Vadym79/DevOpsGuruWorkshopDemo inspired by https://github.com/aws-samples/serverless-java-frameworks-samples
- 47. DevOps Guru Set Up
- 49. DevOps Guru Reactive Insights
- 50. DevOps Guru: Recognize operational issues in DynamoDB
- 51. DevOps Guru Examples: DynamoDB Throttling
- 52. DevOps Guru Examples: DynamoDB Throttling
- 53. DevOps Guru Examples: DynamoDB Throttling
- 54. DevOps Guru Examples: DynamoDB Throttling
- 55. DevOps Guru Examples: DynamoDB Throttling
- 56. DevOps Guru Examples: DynamoDB Throttling
- 57. DevOps Guru Examples: DynamoDB Throttling
- 58. DevOps Guru Examples: DynamoDB Throttling
- 59. DevOps Guru Examples: DynamoDB Throttling
- 60. DevOps Guru: Recognize operational issues in API Gateway
- 61. DevOps Guru Examples: API Gateway 4XX Error
- 62. DevOps Guru: Recognize operational issues in Lambda
- 63. DevOps Guru Examples: Lambda Throttling 1
- 64. DevOps Guru Examples: Lambda Increased Latency
- 65. DevOps Guru Proactive Insights
- 66. DevOps Guru integration in incident management tools https://aws.amazon.com/devops-guru • AWS OPsCenter (via AWS Systems Manager) • PagerDuty • Atlassian Opsgenie
- 67. DevOps Guru Supported Services and Pricing https://aws.amazon.com/de/devops-guru/pricing/ $2,016 per resource per month $3,024 per resource per month
- 69. www.iplabs.de Accelerate Your Photo Business Get in Touch