دانلود کتاب تشخیص خطا در معماری‌های میکروسرویس ادغام پیش بینی خطای نرم افزار با DevSecOps

The quick transition to cloud-native computing has resulted in the adoption of microservice architectures, whereby applications are made up of loosely coupled, independently deployable services that improve scalability and responsiveness at the cost of much more complicated systems. This distributed aspect poses a challenge related to propagation of faults. Analyzing root causes becomes difficult as well. This makes the conventional fault-detection techniques inadequate. Simultaneously, DevSecOps is a radical paradigm that unites development, security, and operations into continuous integration and deployment pipelines, which allows vulnerabilities to be detected early and the system to be ensured at all times throughout the software lifecycle. The book addresses how software fault-prediction methods can be combined with DevSecOps practices to provide proactive, intelligent, and scalable fault detection in a microservice setting. It explains how to use advances in machine learning, anomaly detectors, and observability to construct resilient and secure systems that adapt to the changing operational and threat environment.