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SPRINGSIM
2010
14 years 12 months ago
GTNA: a framework for the graph-theoretic network analysis
Concise and reliable graph-theoretic analysis of complex networks today is a cumbersome task, consisting essentially of the adaptation of intricate libraries for each specific pr...
Benjamin Schiller, Dirk Bradler, Immanuel Schweize...
127
Voted
CONEXT
2010
ACM
14 years 11 months ago
Declarative configuration management for complex and dynamic networks
Abstract-- Network management and operations are complicated, tedious, and error-prone, requiring significant human involvement and domain knowledge. As the complexity involved ine...
Xu Chen, Yun Mao, Zhuoqing Morley Mao, Jacobus E. ...
CORR
2010
Springer
152views Education» more  CORR 2010»
14 years 8 months ago
Combinatorial Network Optimization with Unknown Variables: Multi-Armed Bandits with Linear Rewards
In the classic multi-armed bandits problem, the goal is to have a policy for dynamically operating arms that each yield stochastic rewards with unknown means. The key metric of int...
Yi Gai, Bhaskar Krishnamachari, Rahul Jain
124
Voted
PVLDB
2010
146views more  PVLDB 2010»
14 years 8 months ago
HaLoop: Efficient Iterative Data Processing on Large Clusters
The growing demand for large-scale data mining and data analysis applications has led both industry and academia to design new types of highly scalable data-intensive computing pl...
Yingyi Bu, Bill Howe, Magdalena Balazinska, Michae...
CVPR
2012
IEEE
13 years 4 months ago
Sum-product networks for modeling activities with stochastic structure
This paper addresses recognition of human activities with stochastic structure, characterized by variable spacetime arrangements of primitive actions, and conducted by a variable ...
Mohamed R. Amer, Sinisa Todorovic