IoT & Hardware
Reader small image

You're reading from  Analytics for the Internet of Things (IoT)

Product typeBook
Published inJul 2017
Reading LevelIntermediate
PublisherPackt
ISBN-139781787120730
Edition1st Edition
Languages
Scala
Tools
Apache Spark
Concepts
Single Board Computers
Right arrow
Author (1)
Andrew Minteer
Andrew Minteer
author image
Andrew Minteer

Andrew Minteer is currently the senior director, data science and research at a leading global retail company. Prior to that, he served as the director, IoT Analytics and Machine Learning at a Fortune 500 manufacturing company. He has an MBA from Indiana University with a background in statistics, software development, database design, cloud architecture, and has led analytics teams for over 10 years. He first taught himself to program on an Atari 800 computer at the age of 11 and fondly remembers the frustration of waiting through 20 minutes of beeps and static to load a 100-line program. He now thoroughly enjoys launching a 1 TB GPU-backed cloud instance in a few minutes and getting right to work. Andrew is a private pilot who looks forward to spending some time in the air sometime soon. He enjoys kayaking, camping, traveling the world, and playing around with his six-year-old son and three-year-old daughter.
Read more about Andrew Minteer

Right arrow

Designing data processing for analytics

There are some key cloud services that are likely to be employed in your IoT data processing environment. Both AWS and Microsoft Azure have IoT-specific services that we will review. There are also services that support data processing and transformation that are worth a review to increase your familiarity with them.

Amazon Kinesis

Amazon Kinesis is a set of services for loading and analyzing streaming data. It handles all the underlying compute, storage, and messaging services for you.

The services in the Kinesis family are as follows:

  • Amazon Kinesis Firehose: This enables loading of massive volumes of streaming data into AWS.
  • Amazon Kinesis Streams: This service allows you to create custom applications to process and analyze streaming data in real time. There are two ends to each stream; you use the Amazon Kinesis Producer Library (KPL) to build the application that sends data into the stream. The Amazon Kinesis Client Library (KCL) is used in the application...
lock icon
The rest of the page is locked
Previous Page
Chapter 12 of 20, Page 2
Next Page
You have been reading a chapter from
Analytics for the Internet of Things (IoT)
Published in: Jul 2017Publisher: PacktISBN-13: 9781787120730
© 2017 Packt Publishing Limited All Rights Reserved

Author (1)

author image
Andrew Minteer

Andrew Minteer is currently the senior director, data science and research at a leading global retail company. Prior to that, he served as the director, IoT Analytics and Machine Learning at a Fortune 500 manufacturing company. He has an MBA from Indiana University with a background in statistics, software development, database design, cloud architecture, and has led analytics teams for over 10 years. He first taught himself to program on an Atari 800 computer at the age of 11 and fondly remembers the frustration of waiting through 20 minutes of beeps and static to load a 100-line program. He now thoroughly enjoys launching a 1 TB GPU-backed cloud instance in a few minutes and getting right to work. Andrew is a private pilot who looks forward to spending some time in the air sometime soon. He enjoys kayaking, camping, traveling the world, and playing around with his six-year-old son and three-year-old daughter.
Read more about Andrew Minteer

Other recommended products

Related to this chapter

Azure IoT Development Cookbook

Azure IoT Development Cookbook

It is important to develop robust and reliable solutions for your organization to leverage IoT services. Microsoft’s end-to-end IoT platform is the most complete IoT offering. It empowers enterprises to build and realize value from their IoT solutions for innovative business outcomes with Microsoft Azure IoT. This book will teach you how to connect multiple devices to the Azure IoT hub, develop, manage the IoT hub service, and integrate the hub with the cloud.

BookAug 2017254 pages
Learning Geospatial Analysis with Python

Learning Geospatial Analysis with Python

Geospatial Analysis is used in almost every field you can think of from medicine to defense, to farming. Learning Geospatial Analysis with Python, Third Edition would be a helpful guide to Geographic Information Systems and Remote Sensing Analysis using Python 3.7 without overwhelming the reader.

BookSep 2019456 pages
Mastering Geospatial Analysis with Python

Mastering Geospatial Analysis with Python

Python comes with many libraries and tools that help you work on geoprocessing tasks without investing in expensive tools. This book introduces you to new libraries that perform geospatial and statistical analysis and data management. It uses examples that explain how Python v3 differs from v2, and solve age-old problems in geospatial analysis.

BookApr 2018440 pages
Internet of Things for Architects

Internet of Things for Architects

The Internet of Things (IoT) is the most significant factor in the technology industry in the last 10 years. It will usher in the third industrial revolution and significantly impact global economies. Industry giants are in the process of adopting IoT solutions to add value, reduce costs, and improve people’s lives. As such, the architectural side of IoT has become critical. This book will help you understand the plethora of technologies that can be used to build a successful IoT deployment. This professional guide will help you architect IoT solutions for a variety of industries and organizations.

BookJan 2018524 pages
Architecting the Industrial Internet

Architecting the Industrial Internet

The Industrial Internet gathers data from Industrial IoT devices providing new sources of information enabling the solving old difficult problems in innovative ways.These solutions cross many disciplines. This book takes the reader through this multi-disciplinary journey that combines the operational and the enterprise view.

BookSep 2017360 pages
IoT and Edge Computing for Architects

IoT and Edge Computing for Architects

New edition of the top-selling guide to IoT and edge computing for architects that helps you create IoT solutions for a variety of industries and organizations.

BookMar 2020632 pages

Personalised recommendations for you

Based on your interests and search pattern

Architectural Patterns and Techniques for Developing IoT Solutions

Architectural Patterns and Techniques for Developing IoT Solutions

This book covers all the patterns and considerations that give you both the power and flexibility to build scalable, secure, and performant IoT solutions by combining various patterns in interesting ways. It also lists the benefits of combining IoT with technologies like blockchain, 3D-printing, 5G, Generative AI, quantum computing, and LLMs.

BookSep 2023304 pages
Arduino Data Communications

Arduino Data Communications

Arduino Data Communication focuses on IoT’s Internet aspect, guiding you in setting up your own infrastructure for storing and managing the data collected from sensors. This book goes beyond microcontroller basics, equipping you with the knowledge essential for building real-world projects.

BookNov 2023286 pages5
Arduino IoT Cloud for Developers

Arduino IoT Cloud for Developers

From fundamental principles to advanced techniques, this comprehensive book equips you with the knowledge and skills needed to design and deploy IoT applications seamlessly. Explore cloud integration, best practices, and real-world projects to harness the full potential of IoT application development with the Arduino IoT Cloud.

BookNov 2023402 pages
The Azure IoT Handbook

The Azure IoT Handbook

Building IoT Systems with Azure IoT is a comprehensive introduction for those who are new to the Internet of Things and looking to get up to speed in no time. This book will teach you how to create and develop IoT solutions with intelligent edge-to-cloud technologies in the Azure cloud.

BookDec 2023248 pages