Clustering Multiple Data Stream, M.Sc. Thesis Sharif University of Technology ; Mirian Hosseinabadi, Hassan (Supervisor)
Abstract
Data Stream is a sequence of continuous data which in recent years, its management and processing is widely introduced in different research areas of computer science such as distributed systems. Although clustering single data stream systems have many usages, the emergence of systems and applications that their main equirement is clustering of multiple data stream that increases rapidly and reveals the need for further research in this area.Sources that are generating data stream have limited memory and processing power.On the other hand, we need information about the entire data stream and require that the information sends to a central site to produce the final result of data mining. As a...
Cataloging briefClustering Multiple Data Stream, M.Sc. Thesis Sharif University of Technology ; Mirian Hosseinabadi, Hassan (Supervisor)
Abstract
Data Stream is a sequence of continuous data which in recent years, its management and processing is widely introduced in different research areas of computer science such as distributed systems. Although clustering single data stream systems have many usages, the emergence of systems and applications that their main equirement is clustering of multiple data stream that increases rapidly and reveals the need for further research in this area.Sources that are generating data stream have limited memory and processing power.On the other hand, we need information about the entire data stream and require that the information sends to a central site to produce the final result of data mining. As a...
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