A new white paper written and published by Dr. Srinath Perera, WSO2’s Vice President of Research, examines how IoT designers and architects can use data analytics to architect IoT solutions.
The Internet-of-Things (IoT) is a pathway for improving customer service, enhancing operations, and creating new business models. However, extracting timely, meaningful data from IoT devices often presents a roadblock to enabling these digital transformations.
The new white paper published by WSO2 examines how IoT designers and architects can address this challenge by using big data analytics in a distributed, event-driven model.
Big Data Analytics in IoT
The white paper, ‘IoT Analytics: Using Big Data To Architect IoT Solutions,’ was written by WSO2 Vice President of Research Dr. Srinath Perera. Dr. Perera begins by discussing how to identify the varying requirements of an IoT system, such as how fast results are needed and how much data must be kept.
Dr. Perera then explores common requirements for conducting IoT analytics, such as time series processing, spatiotemporal analysis and forecasts, and anomaly detection. He also discusses how to act on IoT data, including:
- Visualizing IoT data
- Using data to detect problems
- Performing independent actions based on the data received
- Employing data to continuously monitor and control the environment
Next, Dr. Perera explains the differences between two IoT use cases: stationary dot (monitoring an already deployed system in operation) and moving dot (understanding and controlling the behavior of a system). He then discusses how an integrated, ready-to-go analytics solution can help both scenarios.
Dr. Perera concludes by discussing how the recently launched WSO2 Data Analytics Server 3.0, WSO2’s high-performance analytics platform, combines real-time and batch analysis with analytics at the edge and predictive analytics via machine learning to support the multiple demands of IoT solutions.
The white paper can be downloaded here: White Paper: IoT Aanalytics Using Big Data To Architect IoT Solutions.
About the White Paper Author
Dr. Srinath Perera, WSO2 vice president of research, oversees the overall WSO2 platform architecture, where he specializes in web services and distributed systems, specifically working with aspects of 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 Service Project Management Committee (PMC). In addition to numerous research papers, he has published many peer-reviewed technical articles in Jax Magazine, IBM developerWorks, Developer.com, and O’REILLY OnJava.