A new white paper written and published by Dr. Srinath Perera, vice president of research WSO2, examines how designers and architects IoT can use data analysis to IoT solutions architect.
The Internet-of-Things (IoT) is a way to improve service to customers, improve operations and create new business models. However, extracting meaningful data in a timely manner from IoT devices often present an obstacle to the activation of these digital transformations.
The new white paper published by WSO2 examines how IoT designers and architects can meet this challenge by using large analysis of data in a distributed event-driven model.
Big Data Analytics in IoT
In the white paper, WSO2 vice president of research, Dr. Srinath Perera, also discusses how to act on the IoT data
white Paper IoT Analytics :. To use Big Data Solutions Architect IoT, " was written by WSO2 vice president of research Dr. Srinath Perera. Dr. Perera begins by discussing how to identify the various requirements of an IoT system, such as the quick results are needed and how much data must be retained.
Dr. Perera then explores common requirements for the conduct of analyzes IoT , such as the series of processing time, analyzing spatiotemporal and forecasts, and detecting anomalies. It also discusses how to act on the IoT data , including
- Data IoT Visualization
- Using data to detect problems
- independent action Execution based on the received data
- Employing data to monitor and control the environment continuously
then, Dr. Perera says the differences between the two IoT use cases: fixed point (supervision already deployed in operating system) and moving dot (understand and control the behavior of a system) . It then examines how a solution ready to go integrated analysis can help both scenarios.
Dr. Perera concludes by discussing how the recently launched WSO2 Data Analytics Server 3.0 , the analysis of high-performance platform WSO2, combines real-time batch analysis with the analysis at the edge and predictive analysis by learning the machine to support multiple applications of IoT solutions
white paper can be downloaded here. White Book:. IoT Aanalytics Using Big Data Architect IoT solutions
About the Author White Paper
Dr. Srinath Perera, WSO2 vice president of research, oversees the architecture the overall WSO2 platform, where he specializes in Web services and distributed systems, working specifically with aspects of the data, scale and performance.
Dr. Perera is a co-founder of Apache Axis2, a member of the Apache Software Foundation (ASF) and the Apache Web Committee Project Management Service (PMC). In addition to numerous research, he has published numerous technical articles in peer-reviewed Jax Magazine, IBM developerWorks, and Developer.com O'REILLY OnJava.
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