CityPulse: Large Scale Data Analytics Framework for Smart Cities

Role of Big Data and Analytics in Smart Cities

The aim of this paper is to study the real potential of using Big Data Analytics in Smart Cities. In this work, we studied cases across the globe where decision maker are using Big Data Analytics as a tool for making Smart City. The paper covers how Internet of Things, Machine to machine, Big Data and Smart Cities Linkages can help in doing predictive analytics which can be helpful to human wel...

Framework for a Smart Process Data Analytics Platform

The fusion of information from disparate sources of data is the key step in devising strategies for a smart analytics platform. In the context of the application of analytics in the process industry, this paper provides a framework for seamless integration of information from process and alarm databases complimented with process connectivity information. The discovery of information from such d...

Real-Time IoT Stream Processing and Large-scale Data Analytics for Smart City Applications

Reinforcement Learning for Predictive Analytics in Smart Cities

The digitization of our lives cause a shift in the data production as well as in the required data management. Numerous nodes are capable of producing huge volumes of data in our everyday activities. Sensors, personal smart devices as well as the Internet of Things (IoT) paradigm lead to a vast infrastructure that covers all the aspects of activities in modern societies. In the most of the case...

A New Analytics Model for Large Scale Multidimensional Data Visualization

With the rise of Big Data, the challenge for modern multidimensional data analysis and visualization is how it grows very quickly in size and complexity. In this paper, we first present a classification method called the 5Ws Dimensions which classifies multidimensional data into the 5Ws definitions. The 5Ws Dimensions can be applied to multiple datasets such as text datasets, audio datasets and...