Paper Info
Title
Stochastic study of real-time transactions success ratio
Abstract
The well-known and accepted criterion for measuring real-time database systems (RTDBSs) performances is to maximize the transactions success ratio. In this paper, we focus on a stochastic study of firm real-time transactions, i.e, transactions which are aborted and discarded as soon as they have missed their deadlines. The results we obtained is the reasonable approximation of this ratio behavior by a probabilistic distribution with defined parameters. To achieve this objective and due to the lack of real data, we have designed a simulator based on components including probabilistic characteristics: a transactions generator and a conflicts generator. The latter is based on data conflicts level. After testing two kinds of concurrency control protocols, a pessimistic and an optimistic one, simulation results have helped us to determine load conditions where a kind of protocol is better than the other.
Year
DOI
Venue
2006
10.1145/1141277.1141397
SAC
Keywords
Field
DocType
probabilistic distribution,ratio behavior,real-time database system,probabilistic characteristic,real-time transactions success ratio,transactions success ratio,stochastic study,conflicts generator,transactions generator,firm real-time transaction,data conflicts level,database system,stochastic analysis,concurrency control,real time
Serializability,Concurrency control,Computer science,Stochastic process,Real-time computing,Probabilistic logic,Possibility distribution,Distributed computing
Conference
ISBN
Citations 
PageRank 
1-59593-108-2
0
0.34
References 
Authors
5
4
Name
Order
Citations
PageRank
Samy Semghouni130.75
Bruno Sadeg25515.65
Laurent Amanton3148.58
Alexandre Berred432.10