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SIGIR
2005
ACM
14 years 1 months ago
Information retrieval system evaluation: effort, sensitivity, and reliability
The effectiveness of information retrieval systems is measured by comparing performance on a common set of queries and documents. Significance tests are often used to evaluate the...
Mark Sanderson, Justin Zobel
FPL
2009
Springer
156views Hardware» more  FPL 2009»
14 years 5 days ago
A highly scalable Restricted Boltzmann Machine FPGA implementation
Restricted Boltzmann Machines (RBMs) — the building block for newly popular Deep Belief Networks (DBNs) — are a promising new tool for machine learning practitioners. However,...
Sang Kyun Kim, Lawrence C. McAfee, Peter L. McMaho...
AC
2008
Springer
13 years 7 months ago
DARPA's HPCS Program- History, Models, Tools, Languages
The historical context surrounding the birth of the DARPA High Productivity Computing Systems (HPCS) program is important for understanding why federal government agencies launche...
Jack Dongarra, Robert Graybill, William Harrod, Ro...
RSP
2005
IEEE
164views Control Systems» more  RSP 2005»
14 years 1 months ago
High Level Synthesis for Data-Driven Applications
Abstract— John von Neumann proposed his famous architecture in a context where hardware was very expensive and bulky. His goal was to maximize functionality with minimal hardware...
Etienne Bergeron, Xavier Saint-Mleux, Marc Feeley,...
ASWEC
2007
IEEE
13 years 11 months ago
Explicitly Controlling the Fair Service for Busy Web Servers
There is a growing demand for web applications to provide fair service to the highly concurrent requests. In this paper, we present an approach to addressing this requirement. Bas...
Zhanwen Li, David Levy, Shiping Chen, John Zic