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MASCOTS
2003
15 years 8 months ago
Managing Flash Crowds on the Internet
A flash crowd is a surge in traffic to a particular Web site that causes the site to be virtually unreachable. We present a theoretical model of flash crowd events and evaluate...
Ismail Ari, Bo Hong, Ethan L. Miller, Scott A. Bra...
MMNS
2003
107views Multimedia» more  MMNS 2003»
15 years 8 months ago
Dynamic Configuration of Multimedia Applications
Streaming multimedia applications, such as video on demand or conferencing are increasingly deployed in heterogeneous and mobile environments including Workstations, PDAs, mobile p...
Slim Ben Atallah, Oussama Layaida, Noel De Palma, ...
NIPS
2003
15 years 8 months ago
Synchrony Detection by Analogue VLSI Neurons with Bimodal STDP Synapses
We present test results from spike-timing correlation learning experiments carried out with silicon neurons with STDP (Spike Timing Dependent Plasticity) synapses. The weight chan...
Adria Bofill-i-Petit, Alan F. Murray
NIPS
2003
15 years 8 months ago
Fast Algorithms for Large-State-Space HMMs with Applications to Web Usage Analysis
In applying Hidden Markov Models to the analysis of massive data streams, it is often necessary to use an artificially reduced set of states; this is due in large part to the fac...
Pedro F. Felzenszwalb, Daniel P. Huttenlocher, Jon...
NIPS
2003
15 years 8 months ago
Wormholes Improve Contrastive Divergence
In models that define probabilities via energies, maximum likelihood learning typically involves using Markov Chain Monte Carlo to sample from the model’s distribution. If the ...
Geoffrey E. Hinton, Max Welling, Andriy Mnih