Book Image

Solutions Architect’s Handbook - Second Edition

By : Saurabh Shrivastava, Neelanjali Srivastav
4 (2)
Book Image

Solutions Architect’s Handbook - Second Edition

4 (2)
By: Saurabh Shrivastava, Neelanjali Srivastav

Overview of this book

Becoming a solutions architect requires a hands-on approach, and this edition of the Solutions Architect's Handbook brings exactly that. This handbook will teach you how to create robust, scalable, and fault-tolerant solutions and next-generation architecture designs in a cloud environment. It will also help you build effective product strategies for your business and implement them from start to finish. This new edition features additional chapters on disruptive technologies, such as Internet of Things (IoT), quantum computing, data engineering, and machine learning. It also includes updated discussions on cloud-native architecture, blockchain data storage, and mainframe modernization with public cloud. The Solutions Architect's Handbook provides an understanding of solution architecture and how it fits into an agile enterprise environment. It will take you through the journey of solution architecture design by providing detailed knowledge of design pillars, advanced design patterns, anti-patterns, and the cloud-native aspects of modern software design. By the end of this handbook, you'll have learned the techniques needed to create efficient architecture designs that meet your business requirements.
Table of Contents (22 chapters)
20
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21
Index

Storing data

One of the most common mistakes when setting up storage for a big data environment is using one solution, frequently an RDBMS, to handle all of your data storage requirements.

You will have many tools available, but none of them are optimized for the task they need to complete. One solution is not necessarily the best for all of your needs; the best solution for your environment might be a combination of storage solutions that carefully balance latency with cost. An ideal storage solution uses the right tool for the right job. The following diagram combines multiple factors related to your data and the storage choice associated with it:

Figure 13.4: Understanding data storage

As shown in the proceeding diagram, choosing a data store depends upon the following factors:

  • How structured is your data? Does it adhere to a specific, well-formed schema, as with Apache weblogs (logs are generally not well structured and are unsuitable for relational...