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SAC
2006
ACM
14 years 6 days ago
Privacy-preserving SVM using nonlinear kernels on horizontally partitioned data
Traditional Data Mining and Knowledge Discovery algorithms assume free access to data, either at a centralized location or in federated form. Increasingly, privacy and security co...
Hwanjo Yu, Xiaoqian Jiang, Jaideep Vaidya
IPPS
2006
IEEE
14 years 9 days ago
An approach to locality-conscious load balancing and transparent memory hierarchy management with a global-address-space paralle
The development of efficient parallel out-of-core applications is often tedious, because of the need to explicitly manage the movement of data between files and data structures ...
Sriram Krishnamoorthy, Ümit V. Çataly&...
IPPS
1996
IEEE
13 years 10 months ago
An Element-Based Concurrent Partitioner for Unstructured Finite Element Meshes
A concurrent partitioner for partitioning unstructured finite element meshes on distributed memory architectures is developed. The partitioner uses an element-based partitioning st...
Hong Q. Ding, Robert D. Ferraro
WWW
2011
ACM
13 years 1 months ago
Parallel boosted regression trees for web search ranking
Gradient Boosted Regression Trees (GBRT) are the current state-of-the-art learning paradigm for machine learned websearch ranking — a domain notorious for very large data sets. ...
Stephen Tyree, Kilian Q. Weinberger, Kunal Agrawal...
ICPP
1998
IEEE
13 years 10 months ago
A memory-layout oriented run-time technique for locality optimization
Exploiting locality at run-time is a complementary approach to a compiler approach for those applications with dynamic memory access patterns. This paper proposes a memory-layout ...
Yong Yan, Xiaodong Zhang, Zhao Zhang