Reader small image

You're reading from  Designing Production-Grade and Large-Scale IoT Solutions.

Product typeBook
Published inMay 2022
Reading LevelIntermediate
PublisherPackt
ISBN-139781838829254
Edition1st Edition
Languages
Right arrow
Author (1)
Mohamed Abdelaziz
Mohamed Abdelaziz
author image
Mohamed Abdelaziz

Mohamed Abdelaziz is a technology leader, IoT Subject Matter Expert, Cloud expert and Architect with over 17 years of experience in IT and Telecom. He has designed and delivered many large-scale, production-grade, and multi-million dollar software and cloud-based solutions that cover both traditional IT and IoT solutions which are used by millions of users across the globe. He holds a degree in computer science and information systems and besides his proven working experience, he has multiple credentials in AWS (8 certificates) and Azure (5 certificates – including Azure IoT developer certificate). He is an advocate for cloud computing, IoT, app modernization, containerization and architecture and design of large-scale distributed systems.
Read more about Mohamed Abdelaziz

Right arrow

Data analytics solution building blocks

Let's go step by step here to understand the different solution building blocks required to build a data analytics solution.

Data sources

I know this book is about IoT, and we mentioned earlier that IoT is one of the greatest data sources for any business organization, but based on the analytics questions you have to hand, you might need some other data sources to do a proper analysis and answer those business data analytics questions.

For example, you might want data from an external data source such as weather data or an IoT device's metadata, as the data coming from IoT devices is usually raw and small due to bandwidth and power limitations; hence, you can enrich raw data in the cloud by using another IoT device data repository, such as IoT device metadata or IoT device registry data.

To conclude, you might require more data sources besides data coming from IoT devices, so identifying those data sources should be the...

lock icon
The rest of the page is locked
Previous PageNext Page
You have been reading a chapter from
Designing Production-Grade and Large-Scale IoT Solutions.
Published in: May 2022Publisher: PacktISBN-13: 9781838829254

Author (1)

author image
Mohamed Abdelaziz

Mohamed Abdelaziz is a technology leader, IoT Subject Matter Expert, Cloud expert and Architect with over 17 years of experience in IT and Telecom. He has designed and delivered many large-scale, production-grade, and multi-million dollar software and cloud-based solutions that cover both traditional IT and IoT solutions which are used by millions of users across the globe. He holds a degree in computer science and information systems and besides his proven working experience, he has multiple credentials in AWS (8 certificates) and Azure (5 certificates – including Azure IoT developer certificate). He is an advocate for cloud computing, IoT, app modernization, containerization and architecture and design of large-scale distributed systems.
Read more about Mohamed Abdelaziz