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» Dynamic Workflow Composition using Markov Decision Processes
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HICSS
2008
IEEE
135views Biometrics» more  HICSS 2008»
13 years 11 months ago
Formal Foundation of Workflow Hyperpaths and a Graph Search Algorithm for Workflow Hyperpath Generation
While executing a process, many decisions are taken at its various decision points for selecting paths. There is a need for understanding and analyzing on various paths that emana...
Sinnakkrishnan Perumal, Ambuj Mahanti
DAC
2000
ACM
14 years 6 months ago
Dynamic power management of complex systems using generalized stochastic Petri nets
In this paper, we introduce a new technique for modeling and solving the dynamic power management (DPM) problem for systems with complex behavioral characteristics such as concurr...
Qinru Qiu, Qing Wu, Massoud Pedram
WINET
2010
127views more  WINET 2010»
13 years 3 months ago
A Markov Decision Process based flow assignment framework for heterogeneous network access
We consider a scenario where devices with multiple networking capabilities access networks with heterogeneous characteristics. In such a setting, we address the problem of effici...
Jatinder Pal Singh, Tansu Alpcan, Piyush Agrawal, ...
EDOC
2008
IEEE
13 years 11 months ago
Achieving Business Process Flexibility with Business Rules
Business processes used in networked business are often large and complex, which makes them difficult to manage and change. In this paper we address this lack of flexibility by pr...
Tim van Eijndhoven, Maria-Eugenia Iacob, Mar&iacut...
CORR
2010
Springer
127views Education» more  CORR 2010»
13 years 5 months ago
Mean field for Markov Decision Processes: from Discrete to Continuous Optimization
We study the convergence of Markov Decision Processes made of a large number of objects to optimization problems on ordinary differential equations (ODE). We show that the optimal...
Nicolas Gast, Bruno Gaujal, Jean-Yves Le Boudec