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IPPS
2006
IEEE
16 years 27 days ago
Lossless compression for large scale cluster logs
The growing computational and storage needs of several scientific applications mandate the deployment of extreme-scale parallel machines, such as IBM’s Blue Gene/L which can acc...
R. Balakrishnan, Ramendra K. Sahoo
CORR
2008
Springer
142views Education» more  CORR 2008»
15 years 7 months ago
A Gaussian Belief Propagation Solver for Large Scale Support Vector Machines
Support vector machines (SVMs) are an extremely successful type of classification and regression algorithms. Building an SVM entails solving a constrained convex quadratic program...
Danny Bickson, Elad Yom-Tov, Danny Dolev
ICASSP
2011
IEEE
14 years 10 months ago
A simplified Subspace Gaussian Mixture to compact acoustic models for speech recognition
Speech recognition applications are known to require a significant amount of resources (memory, computing power). However, embedded speech recognition systems, such as in mobile p...
Mohamed Bouallegue, Driss Matrouf, Georges Linares
ISCAS
2007
IEEE
123views Hardware» more  ISCAS 2007»
16 years 1 months ago
Evaluating Network-on-Chip for Homogeneous Embedded Multiprocessors in FPGAs
— This paper presents performance and area evaluation of a homogeneous multiprocessor communication system based on network-on-chip (NoC) in FPGA platforms. Two homogenous chip m...
Henrique C. Freitas, Dalton M. Colombo, Fernanda L...
OOPSLA
2007
Springer
16 years 1 months ago
Using early phase termination to eliminate load imbalances at barrier synchronization points
We present a new technique, early phase termination, for eliminating idle processors in parallel computations that use barrier synchronization. This technique simply terminates ea...
Martin C. Rinard