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检索条件"主题词=MapReduce Algorithms"
13 条 记 录,以下是11-20 订阅
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Randomized Composable Core-sets for Distributed Submodular Maximization  15
Randomized Composable Core-sets for Distributed Submodular M...
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47th Annual ACM Symposium on Theory of Computing (STOC) held as part of the Federated Computing Research Conference
作者: Mirrokni, Vahab Zadimoghaddam, Morteza Google Res New York NY 10014 USA
An effective technique for solving optimization problems over massive data sets is to partition the data into smaller pieces, solve the problem on each piece and compute a representative solution from it, and finally ... 详细信息
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Distributed Graph Algorithmics: Theory and Practice  15
Distributed Graph Algorithmics: Theory and Practice
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8th ACM International Conference on Web Search and Data Mining (WSDM)
作者: Lattanzi, Silvio Mirrokni, Vahab Google Res New York NY 10001 USA
As a fundamental tool in modeling and analyzing social, and information networks, large-scale graph mining is an important component of any tool set for big data analysis. Processing graphs with hundreds of billions o... 详细信息
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Massively Parallel algorithms for Minimum Cut  20
Massively Parallel Algorithms for Minimum Cut
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39th Symposium on Principles of Distributed Computing
作者: Ghaffari, Mohsen Nowicki, Krzysztof Swiss Fed Inst Technol Zurich Switzerland Univ Wroclaw Wroclaw Poland
We present two Massively Parallel Computation (MPC) algorithms for the Minimum Cut problem: an O(1)-round exact algorithm with (O) over tilde (n) memory per machine, and an O(logn . log logn) round (2+epsilon) approxi... 详细信息
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