Cascade RSVM in Peer-to-Peer Network

• Main Authors: ANG, Hock Hee, Gopalkrishnan, Vivekanand, HOI, Steven C. H., NG, Wee Keong
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2008
• Subjects: Computer Sciences; Databases and Information Systems; OS and Networks
• Online Access: https://ink.library.smu.edu.sg/sis_research/2383; https://ink.library.smu.edu.sg/context/sis_research/article/3383/viewcontent/0046351c3db756001d000000.pdf
• Institution: Singapore Management University

The goal of distributed learning in P2P networks is to achieve results as close as possible to those from centralized approaches. Learning models of classification in a P2P network faces several challenges like scalability, peer dynamism, asynchronism and data privacy preservation. In this paper, we...