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» Statistic Analysis for Probabilistic Processes
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ECRTS
1999
IEEE
14 years 1 months ago
QoS guarantee using probabilistic deadlines
This paper presents a probabilistic approach to guarantee the performance of a real-time system. While traditional real-time system analysis tends to guarantee that each task inst...
Luca Abeni, Giorgio C. Buttazzo
SODA
1998
ACM
144views Algorithms» more  SODA 1998»
13 years 10 months ago
Analysis of Random Processes via And-Or Tree Evaluation
We introduce a new set of probabilistic analysis tools based on the analysis of And-Or trees with random inputs. These tools provide a unifying, intuitive, and powerful framework ...
Michael Luby, Michael Mitzenmacher, Mohammad Amin ...
AI
2008
Springer
13 years 9 months ago
Reachability analysis of uncertain systems using bounded-parameter Markov decision processes
Verification of reachability properties for probabilistic systems is usually based on variants of Markov processes. Current methods assume an exact model of the dynamic behavior a...
Di Wu, Xenofon D. Koutsoukos
SIGMOD
2011
ACM
202views Database» more  SIGMOD 2011»
12 years 12 months ago
Sensitivity analysis and explanations for robust query evaluation in probabilistic databases
Probabilistic database systems have successfully established themselves as a tool for managing uncertain data. However, much of the research in this area has focused on efficient...
Bhargav Kanagal, Jian Li, Amol Deshpande
ICDE
2010
IEEE
189views Database» more  ICDE 2010»
14 years 8 months ago
I/O-Efficient Statistical Computing with RIOT
Statistical analysis of massive data is becoming indispensable to science, commerce, and society today. Such analysis requires efficient, flexible storage support and special optim...
Jun Yang 0001, Weiping Zhang, Yi Zhang