Book Image

The Azure Cloud Native Architecture Mapbook

By : Stéphane Eyskens, Ed Price
Book Image

The Azure Cloud Native Architecture Mapbook

By: Stéphane Eyskens, Ed Price

Overview of this book

Azure offers a wide range of services that enable a million ways to architect your solutions. Complete with original maps and expert analysis, this book will help you to explore Azure and choose the best solutions for your unique requirements. Starting with the key aspects of architecture, this book shows you how to map different architectural perspectives and covers a variety of use cases for each architectural discipline. You'll get acquainted with the basic cloud vocabulary and learn which strategic aspects to consider for a successful cloud journey. As you advance through the chapters, you'll understand technical considerations from the perspective of a solutions architect. You'll then explore infrastructure aspects, such as network, disaster recovery, and high availability, and leverage Infrastructure as Code (IaC) through ARM templates, Bicep, and Terraform. The book also guides you through cloud design patterns, distributed architecture, and ecosystem solutions, such as Dapr, from an application architect's perspective. You'll work with both traditional (ETL and OLAP) and modern data practices (big data and advanced analytics) in the cloud and finally get to grips with cloud native security. By the end of this book, you'll have picked up best practices and more rounded knowledge of the different architectural perspectives.
Table of Contents (13 chapters)
1
Section 1: Solution and Infrastructure
6
Section 2: Application Development, Data, and Security
10
Section 3: Summary

Zooming in on HPC

High-performance computing (HPC) is a pure infrastructure topic, because it boils down to bringing an unusual amount of compute and memory to a given workload. In general, HPC jobs are handled by dozens, hundreds, or even thousands of machines in parallel. Figure 3.17 shows most of the current Azure HPC landscape:

Figure 3.17 – Zoom-in on HPC

Figure 3.17 – Zoom-in on HPC

For memory-driven workloads, such as computational fluid dynamics (CFD), you may rely on HB-series virtual machines, which are bandwidth-optimized. For FLOPS-driven (short for floating-point operations per second) workloads, which require a fast and optimized CPU, you can rely on the HC series. If you are unsure of whether your workload is memory- or flops-driven, you might rely on Azure Cray, a supercomputer delivered as a managed service. When it comes to job scheduling and underlying infrastructure management, you can count on Azure Batch and Azure Cycle Cloud. Azure Batch is a fully managed...