PSVM: Parallelizing Support Vector Machines on Distributed Computers (2009)
Edward Y. Chang, Kaihua Zhu, Hao Wang, Hongjie Bai, Jian Li, Zhihuan Qiu, ...
Support Vector Machines (SVMs) suffer from a widely recognized scalability problem in both memory use and computational time. To improve scalability, we have developed a parallel SVM algorithm...
An Interest-based P2P RDF Query Architecture 1 (2008)
Qian Gao, Zhihuan Qiu, Yu Wu, Jing Tian, Yafei Dai
Abstract. Currently most centralized RDF storage and query architectures have problems in query performance and scalability. In this paper we present a distributed RDF query architecture to address...