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JMLR
2006
105views more  JMLR 2006»
13 years 8 months ago
Parallel Software for Training Large Scale Support Vector Machines on Multiprocessor Systems
Parallel software for solving the quadratic program arising in training support vector machines for classification problems is introduced. The software implements an iterative dec...
Luca Zanni, Thomas Serafini, Gaetano Zanghirati
ASPLOS
2011
ACM
13 years 5 days ago
RCDC: a relaxed consistency deterministic computer
Providing deterministic execution significantly simplifies the debugging, testing, replication, and deployment of multithreaded programs. Recent work has developed deterministic...
Joseph Devietti, Jacob Nelson, Tom Bergan, Luis Ce...
IEEEPACT
2007
IEEE
14 years 2 months ago
Fast Track: Supporting Unsafe Optimizations with Software Speculation
The use of multi-core, multi-processor machines is opening new opportunities for software speculation, where program code is speculatively executed to improve performance at the a...
Kirk Kelsey, Chengliang Zhang, Chen Ding
ISCA
2007
IEEE
152views Hardware» more  ISCA 2007»
14 years 2 months ago
Carbon: architectural support for fine-grained parallelism on chip multiprocessors
Chip multiprocessors (CMPs) are now commonplace, and the number of cores on a CMP is likely to grow steadily. However, in order to harness the additional compute resources of a CM...
Sanjeev Kumar, Christopher J. Hughes, Anthony D. N...
CODES
2004
IEEE
14 years 9 days ago
Design and programming of embedded multiprocessors: an interface-centric approach
We present design technology for the structured design and programming of embedded multi-processor systems. It comprises a task-level interface that can be used both for developin...
Pieter van der Wolf, Erwin A. de Kock, Tomas Henri...