Towards provisioning of real-time smart city services using clouds

Soomro, Kamran; Khan, Zaheer; Hasham, Khawar

Abstract

ICT is becoming an enabler for smart city applications by making effective use of various data resources generated daily in an urban environment. Mostly this data is utilised by city authorities for city planning purposes and often citi- zens become indirect beneficiaries of such applications. In this paper we present an algorithm for real-time processing of streaming data from multiple sources. We also present the design and proof of concept of an application that per- forms mining and analysis of open data available through city portals and social networks and generates an informa- tion service in real time for use by city administrations. The prototype utilises streaming data from Twitter and open data from Bristol to demonstrate a hypothetical scenario using Apache Storm. The output is presented in the form of visual maps using OpenStreetMaps as a backend and the prototype highlights various challenges which are discussed in detail.

• Presentation Conference Type: Conference Paper (unpublished)
• Conference Name: 9th IEEE/ACM International Conference on Utility and Cloud Computing (UCC 2016)
• Start Date: Dec 6, 2016
• End Date: Dec 9, 2016
• Acceptance Date: Sep 9, 2016
• Publication Date: Jan 1, 2016
• Deposit Date: Nov 8, 2016
• Publicly Available Date: Dec 21, 2016
• Peer Reviewed: Peer Reviewed
• ISBN: 9781450346160
• Keywords: cloud computing, storm, social media mining
• Public URL: https://uwe-repository.worktribe.com/output/923549
• Related Public URLs: http://dx.doi.org/10.1145/2996890.3007860
• Additional Information: Additional Information : © The authors | ACM 2016. This is the author's version of the work. It is posted here for your personal use. Not for redistribution. The definitive Version of Record was published in UCC '16 Proceedings of the 9th International Conference on Utility and Cloud Computing, http://dx.doi.org/10.1145/2996890.3007860; Title of Conference or Conference Proceedings : 9th IEEE/ACM International Conference on Utility and Cloud Computing (UCC 2016)
• Contract Date: Nov 8, 2016