Intelligence at the Edge / Harvey, Michael.

Format:

Book

Author/Creator:

Harvey, Michael, author.

Language:

English

Subjects (All):

Internet of things.

Real-time data processing.

SAS (Computer file).

Physical Description:

1 online resource (288 pages)

Edition:

1st edition

Other Title:

Using SAS with the Internet of Things

Place of Publication:

SAS Institute, 2020.

System Details:

text file

Summary:

Explore powerful SAS analytics and the Internet of Things! The world that we live in is more connected than ever before. The Internet of Things (IoT) consists of mechanical and electronic devices connected to one another and to software through the internet. Businesses can use the IoT to quickly make intelligent decisions based on massive amounts of data gathered in real time from these connected devices. IoT increases productivity, lowers operating costs, and provides insights into how businesses can serve existing markets and expand into new ones. Intelligence at the Edge: Using SAS with the Internet of Things is for anyone who wants to learn more about the rapidly changing field of IoT. Current practitioners explain how to apply SAS software and analytics to derive business value from the Internet of Things. The cornerstone of this endeavor is SAS Event Stream Processing, which enables you to process and analyze continuously flowing events in real time. With step-by-step guidance and real-world scenarios, you will learn how to apply analytics to streaming data. Each chapter explores a different aspect of IoT, including the analytics life cycle, monitoring, deployment, geofencing, machine learning, artificial intelligence, condition-based maintenance, computer vision, and edge devices.

Contents:

Using SAS event stream processing to process real world events

Linking real-world data to SAS event stream processing through connectors and adapters

Applying analytics to streaming data

Administering SAS event stream processing environments with SAS event stream manager

SAS event stream processing in an IoT reference architecture

Artificial intelligence and the Internet of Things

Using geofences with SAS event stream processing

Using deep learning with your IoT digital twin

Leveraging ESP to adapt to variable data quality for location-based use cases

Condition monitoring using SAS event stream processing

Analytics with computer vision on the edge.

Notes:

Online resource; Title from title page (viewed February 28, 2020)

Includes bibliographical references.

OCLC:

1179144188