About the Project
One main challenge in performing data driven research in-the-wild is deployment of efficient and effective sensing infrastructure to collect and analyse data in a sustainable manner. Traditional data analytics approaches are designed to send all the data to the cloud for decision making; however, areas such as LKWS and other protected areas in Sabah, network communication is very poor or not existent. Further, continuous data communication consumes a significant amount of energy which most of the edge nodes cannot afford. Therefore, traditional approaches are ineffective and unsustainable.
Traditionally, self-organizing (dynamic orchestration) algorithms are designed to work assisted by a central node (e.g. cloud). In this project, (novelty) our aim is to develop algorithms that can run on resource constrained edge nodes without the support of a central node.
In this project, our focus will be on (exact focus depends on candidate’s skill-set):
• Architecture: Design and development of self-organizing and reconfigurable IoT infrastructure that integrates resources from multiple layers (sensing, edge/fog, cloud). Low-cost and off-the-shelf components will be used to develop the prototype.
o Design and development of distributed algorithms that can dynamically orchestrate IoT resources on the edge to satisfy a given sensing requirement without continuous connectivity to the cloud.
o These algorithms will also determine how to distribute data analytics workloads (among heterogeneous edge nodes) in an optimal way to satisfy given requirements and real-world constraints.
HOW TO APPLY
Applicants should apply to the Doctor of Philosophy in Computer Science and Informatics.
In the research proposal section of your application, please specify the project title and supervisors of this project and copy the project description in the text box provided. In the funding section, please select the ’self -funding’ option and specify that you are applying for the Internet of Things Infrastructure for Sustainable Wildlife Conservation (Self-Funded Students Only) project.
Please contact Dr. Charith Perera ([email protected]) to discuss this project.
Supervisor Profile: http://charithperera.net/
A 2:1 Honours undergraduate degree or a master's degree, in computing or a related subject.
Applicants for whom English is not their first language must demonstrate their proficiency by obtaining an IELTS score of at least 6.5 overall, with a minimum of 6.0 in each skills component.
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