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» Distributed Approximation Algorithm for Resource Clustering
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OPODIS
2008
13 years 7 months ago
A Distributed Algorithm for Resource Clustering in Large Scale Platforms
Olivier Beaumont, Nicolas Bonichon, Philippe Ducho...
SIGECOM
2011
ACM
232views ECommerce» more  SIGECOM 2011»
12 years 8 months ago
Near optimal online algorithms and fast approximation algorithms for resource allocation problems
We present algorithms for a class of resource allocation problems both in the online setting with stochastic input and in the offline setting. This class of problems contains man...
Nikhil R. Devanur, Kamal Jain, Balasubramanian Siv...
IAT
2006
IEEE
13 years 11 months ago
An Approximate Algorithm for Resource Allocation Using Combinatorial Auctions
Combinatorial Auctions (CAs), where users bid on combination of items, have emerged as a useful tool for resource allocation in distributed systems. However, two main difficulties...
Viswanath Avasarala, Himanshu Polavarapu, Tracy Mu...
ICML
2006
IEEE
14 years 6 months ago
Clustering documents with an exponential-family approximation of the Dirichlet compound multinomial distribution
The Dirichlet compound multinomial (DCM) distribution, also called the multivariate Polya distribution, is a model for text documents that takes into account burstiness: the fact ...
Charles Elkan
SIGECOM
2005
ACM
166views ECommerce» more  SIGECOM 2005»
13 years 11 months ago
A price-anticipating resource allocation mechanism for distributed shared clusters
In this paper we formulate the fixed budget resource allocation game to understand the performance of a distributed marketbased resource allocation system. Multiple users decide ...
Michal Feldman, Kevin Lai, Li Zhang