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» Scalable Parallel Algorithms for FPT Problems
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NIPS
2007
14 years 6 days ago
Parallelizing Support Vector Machines on Distributed Computers
Support Vector Machines (SVMs) suffer from a widely recognized scalability problem in both memory use and computational time. To improve scalability, we have developed a parallel ...
Edward Y. Chang, Kaihua Zhu, Hao Wang, Hongjie Bai...
TNN
2008
138views more  TNN 2008»
13 years 10 months ago
A Fast and Scalable Recurrent Neural Network Based on Stochastic Meta Descent
This brief presents an efficient and scalable online learning algorithm for recurrent neural networks (RNNs). The approach is based on the real-time recurrent learning (RTRL) algor...
Zhenzhen Liu, Itamar Elhanany
ICDCS
2007
IEEE
14 years 5 months ago
AVMON: Optimal and Scalable Discovery of Consistent Availability Monitoring Overlays for Distributed Systems
This paper addresses the problem of selection and discovery of a consistent availability monitoring overlay for computer hosts in a large-scale distributed application, where host...
Ramsés Morales, Indranil Gupta
SPAA
2006
ACM
14 years 4 months ago
Towards a scalable and robust DHT
The problem of scalable and robust distributed data storage has recently attracted a lot of attention. A common approach in the area of peer-to-peer systems has been to use a dist...
Baruch Awerbuch, Christian Scheideler
WSC
2004
14 years 5 days ago
Approximate Time-Parallel Cache Simulation
In time-parallel simulation, the simulation time axis is decomposed into a number of slices which are assigned to parallel processes for concurrent simulation. Although a promisin...
Tobias Kiesling