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» A Balanced Approach to Application Performance Tuning
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VLDB
2000
ACM
155views Database» more  VLDB 2000»
15 years 5 months ago
ICICLES: Self-Tuning Samples for Approximate Query Answering
Approximate query answering systems provide very fast alternatives to OLAP systems when applications are tolerant to small errors in query answers. Current sampling-based approach...
Venkatesh Ganti, Mong-Li Lee, Raghu Ramakrishnan
ICDE
2009
IEEE
179views Database» more  ICDE 2009»
15 years 8 months ago
Self-Tuning, Bandwidth-Aware Monitoring for Dynamic Data Streams
— We present SMART, a self-tuning, bandwidth-aware monitoring system that maximizes result precision of continuous aggregate queries over dynamic data streams. While prior approa...
Navendu Jain, Praveen Yalagandula, Michael Dahlin,...
126
Voted
IPPS
2005
IEEE
15 years 7 months ago
Reducing Power with Performance Constraints for Parallel Sparse Applications
Sparse and irregular computations constitute a large fraction of applications in the data-intensive scientific domain. While every effort is made to balance the computational wor...
Guangyu Chen, Konrad Malkowski, Mahmut T. Kandemir...
119
Voted
IJON
2006
134views more  IJON 2006»
15 years 1 months ago
A new approach to fuzzy classifier systems and its application in self-generating neuro-fuzzy systems
A classifier system is a machine learning system that learns syntactically simple string rules (called classifiers) through a genetic algorithm to guide its performance in an arbi...
Mu-Chun Su, Chien-Hsing Chou, Eugene Lai, Jonathan...
GPCE
2003
Springer
15 years 7 months ago
Spidle: A DSL Approach to Specifying Streaming Applications
Multimedia stream processing is a rapidly evolving domain which requires much software development and expects high performance. Developing a streaming application often involves l...
Charles Consel, Hédi Hamdi, Laurent R&eacut...