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SDM
2009
SIAM
164views Data Mining» more  SDM 2009»
16 years 4 months ago
Time-Decayed Correlated Aggregates over Data Streams.
Data stream analysis frequently relies on identifying correlations and posing conditional queries on the data after it has been seen. Correlated aggregates form an important examp...
Graham Cormode, Srikanta Tirthapura, Bojian Xu
PASTE
1998
ACM
15 years 10 months ago
Efficient Composite Data Flow Analysis Applied to Concurrent Programs
FLAVERS, a tool for verifying properties of concurrent systems, uses composite data flow analysis to incrementally improve the precision of the results of its verifications. Altho...
Gleb Naumovich, Lori A. Clarke, Leon J. Osterweil
SIGMOD
2006
ACM
116views Database» more  SIGMOD 2006»
16 years 7 months ago
Approximately detecting duplicates for streaming data using stable bloom filters
Traditional duplicate elimination techniques are not applicable to many data stream applications. In general, precisely eliminating duplicates in an unbounded data stream is not f...
Fan Deng, Davood Rafiei
IEEEPACT
2009
IEEE
16 years 1 months ago
DDCache: Decoupled and Delegable Cache Data and Metadata
Abstract—In order to harness the full compute power of manycore processors, future designs must focus on effective utilization of on-chip cache and bandwidth resources. In this p...
Hemayet Hossain, Sandhya Dwarkadas, Michael C. Hua...
COLT
2005
Springer
16 years 12 days ago
A PAC-Style Model for Learning from Labeled and Unlabeled Data
Abstract. There has been growing interest in practice in using unlabeled data together with labeled data in machine learning, and a number of different approaches have been develo...
Maria-Florina Balcan, Avrim Blum