MAPi – Thesis Proposal
Title:
Data Stream Analytics and Mining in the Cloud
Abstract:
Real-time data streaming systems can introduce a variety of new bottlenecks that create both technical and process limitations. Problems of particular note are caused by the greater complexity of these systems, which can lead to failure when seemingly innocuous components or processes become slow or stall. In this thesis, we will address some of the challenges of the data stream in the cloud.
The following are the main challenges of data stream analytics in the cloud: data transmission, data processing, data quality, data security. In this thesis, we want to address these challenges.
Keywords: Data Stream Mining, Cloud Computing
Supervisors:
João Gama, FEP, University of Porto Rita P. Ribeiro, FCUP, University of Porto
