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TC
2010
15 years 2 months ago
Scalable Node-Level Computation Kernels for Parallel Exact Inference
—In this paper, we investigate data parallelism in exact inference with respect to arbitrary junction trees. Exact inference is a key problem in exploring probabilistic graphical...
Yinglong Xia, Viktor K. Prasanna
ICDM
2010
IEEE
264views Data Mining» more  ICDM 2010»
15 years 2 months ago
Block-GP: Scalable Gaussian Process Regression for Multimodal Data
Regression problems on massive data sets are ubiquitous in many application domains including the Internet, earth and space sciences, and finances. In many cases, regression algori...
Kamalika Das, Ashok N. Srivastava
ICDE
2007
IEEE
170views Database» more  ICDE 2007»
16 years 5 months ago
Tree-Pattern Similarity Estimation for Scalable Content-based Routing
With the advent of XML as the de facto language for data publishing and exchange, scalable distribution of XML data to large, dynamic populations of consumers remains an important...
Raphaël Chand, Pascal Felber, Minos N. Garofa...
EDBT
2008
ACM
106views Database» more  EDBT 2008»
16 years 4 months ago
Highly scalable trip grouping for large-scale collective transportation systems
Transportation?related problems, like road congestion, parking, and pollution, are increasing in most cities. In order to reduce traffic, recent work has proposed methods for vehi...
Gyözö Gidófalvi, Torben Bach Pede...
ICCAD
2007
IEEE
124views Hardware» more  ICCAD 2007»
16 years 1 months ago
3D-STAF: scalable temperature and leakage aware floorplanning for three-dimensional integrated circuits
Abstract— Thermal issues are a primary concern in the threedimensional (3D) integrated circuit (IC) design. Temperature, area, and wire length must be simultaneously optimized du...
Pingqiang Zhou, Yuchun Ma, Zhuoyuan Li, Robert P. ...