Internet of Things (IoT) and Cloud Computing Enabled Disaster Management

TL;DR

This paper discusses a scalable disaster management system leveraging IoT, cloud computing, and social media data to improve real-time situational awareness and response, addressing challenges like data deluge and security.

Contribution

It introduces Cloud4BigData, a novel integrated platform that combines IoT, cloud, and social media data for effective disaster management.

Findings

Demonstrates the system's ability to handle large data volumes in real-time.

Shows improved response times through integrated data processing.

Addresses security and privacy concerns in disaster data management.

Abstract

Disaster management demands a near real-time information dissemina-tion so that the emergency services can be provided to the right people at the right time. Recent advances in information and communication technologies enable collection of real-time information from various sources. For example, sensors deployed in the fields collect data about the environment. Similarly, social networks like Twitter and Facebook can help to collect data from people in the disaster zone. On one hand, inadequate situation awareness in disasters has been identified as one of the primary factors in human errors with grave consequences such as loss of lives and destruction of critical infrastructure. On the other hand, the growing ubiquity of social media and mobile devices, and pervasive nature of the Internet-of-Things means that there are more sources of outbound traffic, which ultimately results in the creation of a data deluge, beginning shortly after the onset of disaster events, leading to the problem of information tsunami. In addition, security and privacy has crucial role to overcome the misuse of the system for either intrusions into data or overcome the misuse of the information that was meant for a specified purpose. .... In this chapter, we provide such a situation aware application to support disaster management data lifecycle, i.e. from data ingestion and processing to alert dissemination. We utilize cloud computing, Internet of Things and social computing technologies to achieve a scalable, effi-cient, and usable situation-aware application called Cloud4BigData.