Distributed Reasoning

• Type: Article in International Conference Proceedings Book
• Date: 2015

Authors

Pedro Pereira Rodrigues (Author) FMUP; João Gama (Author) FEP

Conference proceedings International

Title: Mathematics of Energy and Climate Change

Pages: 307-316

International Conference and Advanced School Planet Earth

Lisboa, Portugal, March 21-28, 2013

Indexing

ISI Web of Knowledge - 0 Citations

Other information

Authenticus ID: P-00K-4K1

DOI: 10.1007/978-3-319-16121-1_14

Abstract (EN): This paper discusses the problem of learning a global model from local information. We consider ubiquitous streaming data sources, such as sensor networks, and discuss efficient learning distributed algorithms. We present the generic framework of distributed sources of data, an illustrative algorithm to monitor the global state of the network using limited communication between peers, and an efficient distributed clustering algorithm.

Language: English

Type (Professor's evaluation): Scientific

No. of pages: 10