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» Troubleshooting Distributed Systems via Data Mining
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FGCS
2007
86views more  FGCS 2007»
15 years 3 months ago
A grid-based approach for enterprise-scale data mining
Abstract— We describe a grid-based approach for enterprisescale data mining that leverages database technology for I/O parallelism, and on-demand compute servers for compute para...
Ramesh Natarajan, Radu Sion, Thomas Phan
KDD
1997
ACM
184views Data Mining» more  KDD 1997»
15 years 7 months ago
JAM: Java Agents for Meta-Learning over Distributed Databases
In this paper, we describe the JAM system, a distributed, scalable and portable agent-based data mining system that employs a general approach to scaling data mining applications ...
Salvatore J. Stolfo, Andreas L. Prodromidis, Shell...
INFORMATICALT
2008
196views more  INFORMATICALT 2008»
15 years 3 months ago
An Efficient and Sensitive Decision Tree Approach to Mining Concept-Drifting Data Streams
Abstract. Data stream mining has become a novel research topic of growing interest in knowledge discovery. Most proposed algorithms for data stream mining assume that each data blo...
Cheng-Jung Tsai, Chien-I Lee, Wei-Pang Yang
CLUSTER
2007
IEEE
15 years 9 months ago
Anomaly localization in large-scale clusters
— A critical problem facing by managing large-scale clusters is to identify the location of problems in a system in case of unusual events. As the scale of high performance compu...
Ziming Zheng, Yawei Li, Zhiling Lan
EUROPAR
2004
Springer
15 years 8 months ago
Improving Data Cache Performance via Address Correlation: An Upper Bound Study
Address correlation is a technique that links the addresses that reference the same data values. Using a detailed source-code level analysis, a recent study [1] revealed that diffe...
Peng-fei Chuang, Resit Sendag, David J. Lilja