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IPPS
2006
IEEE
15 years 8 months ago
Design and analysis of a multi-dimensional data sampling service for large scale data analysis applications
Sampling is a widely used technique to increase efficiency in database and data mining applications operating on large dataset. In this paper we present a scalable sampling imple...
Xi Zhang, Tahsin M. Kurç, Joel H. Saltz, Sr...
115
Voted
POPL
2009
ACM
15 years 9 months ago
Declarative aspects of memory management in the concurrent collections parallel programming model
Concurrent Collections (CnC)[8] is a declarative parallel language that allows the application developer to express their parallel application as a collection of high-level comput...
Zoran Budimlic, Aparna Chandramowlishwaran, Kathle...
ISCA
1995
IEEE
93views Hardware» more  ISCA 1995»
15 years 6 months ago
Optimizing Memory System Performance for Communication in Parallel Computers
Communicationin aparallel systemfrequently involvesmoving data from the memory of one node to the memory of another; this is the standard communication model employedin message pa...
Thomas Stricker, Thomas R. Gross
USENIX
1996
15 years 3 months ago
Transparent Fault Tolerance for Parallel Applications on Networks of Workstations
This paper describes a new method for providingtransparent fault tolerance for parallel applications on a network of workstations. We have designed our method in the context of sh...
Daniel J. Scales, Monica S. Lam
KDD
2009
ACM
180views Data Mining» more  KDD 2009»
15 years 7 months ago
Parallel community detection on large networks with propinquity dynamics
Graphs or networks can be used to model complex systems. Detecting community structures from large network data is a classic and challenging task. In this paper, we propose a nove...
Yuzhou Zhang, Jianyong Wang, Yi Wang, Lizhu Zhou