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PODS
2010
ACM
232views Database» more  PODS 2010»
14 years 29 days ago
Optimal sampling from distributed streams
A fundamental problem in data management is to draw a sample of a large data set, for approximate query answering, selectivity estimation, and query planning. With large, streamin...
Graham Cormode, S. Muthukrishnan, Ke Yi, Qin Zhang
APPT
2005
Springer
14 years 1 months ago
Contention-Free Communication Scheduling for Irregular Data Redistribution in Parallelizing Compilers
Abstract. The data redistribution problems on multi-computers had been extensively studied. Irregular data redistribution has been paid attention recently since it can distribute d...
Kun-Ming Yu, Chi-Hsiu Chen, Ching-Hsien Hsu, Chang...
CDC
2009
IEEE
159views Control Systems» more  CDC 2009»
14 years 18 days ago
A distributed machine learning framework
Abstract— A distributed online learning framework for support vector machines (SVMs) is presented and analyzed. First, the generic binary classification problem is decomposed in...
Tansu Alpcan, Christian Bauckhage
ECOOP
2008
Springer
13 years 9 months ago
Session-Based Distributed Programming in Java
This paper demonstrates the impact of integrating session types and object-oriented programming, through their implementation in Java. Seses provide high-level abstraction for stru...
Raymond Hu, Nobuko Yoshida, Kohei Honda
PODC
2006
ACM
14 years 1 months ago
Quorum placement in networks: minimizing network congestion
A quorum system over a universe of logical elements is a collection of subsets (quorums) of elements, any two of which intersect. In numerous distributed algorithms, the elements ...
Daniel Golovin, Anupam Gupta, Bruce M. Maggs, Flor...