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ICML
2010
IEEE
13 years 9 months ago
COFFIN: A Computational Framework for Linear SVMs
In a variety of applications, kernel machines such as Support Vector Machines (SVMs) have been used with great success often delivering stateof-the-art results. Using the kernel t...
Sören Sonnenburg, Vojtech Franc
CLOUD
2010
ACM
14 years 1 months ago
Stateful bulk processing for incremental analytics
This work addresses the need for stateful dataflow programs that can rapidly sift through huge, evolving data sets. These data-intensive applications perform complex multi-step c...
Dionysios Logothetis, Christopher Olston, Benjamin...
CODES
2002
IEEE
14 years 1 months ago
Compiler-directed customization of ASIP cores
This paper presents an automatic method to customize embedded application-specific instruction processors (ASIPs) based on compiler analysis. ASIPs, also known as embedded soft c...
T. Vinod Kumar Gupta, Roberto E. Ko, Rajeev Barua
ASWSD
2004
Springer
14 years 1 months ago
Simulink Integration of Giotto/TDL
The paper first presents the integration options of what we call the Timing Description Language (TDL) with MathWorks' Simulink tools. Based on the paradigm of logical executi...
Wolfgang Pree, Gerald Stieglbauer, Josef Templ
SASP
2009
IEEE
222views Hardware» more  SASP 2009»
14 years 2 months ago
A memory optimization technique for software-managed scratchpad memory in GPUs
—With the appearance of massively parallel and inexpensive platforms such as the G80 generation of NVIDIA GPUs, more real-life applications will be designed or ported to these pl...
Maryam Moazeni, Alex A. T. Bui, Majid Sarrafzadeh