scholarly journals Causality and Temporal Dependencies in the Design of Fault Management Systems

2017 ◽  
Vol 259 ◽  
pp. 39-46
Author(s):  
Marco Bozzano

Author(s):  
Ali Dogru ◽  
Pinar Senkul ◽  
Ozgur Kaya

The amazing evolution fuelled by the introduction of the computational element has already changed our lives and continues to do so. Initially, the fast advancement in hardware partially enabled an appreciation for software potency. This meant that engineers had to have a better command over this field that was crucial in the solution of current and future problems and requirements. However, software development has been reported as not adequate, or mature enough. Intelligence can help closing this gap. This chapter introduces the historical and modern aspects of software engineering within the artificial intelligence perspective. Also an illustrative example is included that demonstrates a rule-based approach for the development of fault management systems.



2012 ◽  
pp. 1903-1923
Author(s):  
Ali Dogru ◽  
Pinar Senkul ◽  
Ozgur Kaya

The amazing evolution fuelled by the introduction of the computational element has already changed our lives and continues to do so. Initially, the fast advancement in hardware partially enabled an appreciation for software potency. This meant that engineers had to have a better command over this field that was crucial in the solution of current and future problems and requirements. However, software development has been reported as not adequate, or mature enough. Intelligence can help closing this gap. This chapter introduces the historical and modern aspects of software engineering within the artificial intelligence perspective. Also an illustrative example is included that demonstrates a rule-based approach for the development of fault management systems.



2007 ◽  
Vol 58 (4) ◽  
pp. 313-328 ◽  
Author(s):  
Mariela Cerrada ◽  
Juan Cardillo ◽  
Jose Aguilar ◽  
Raúl Faneite


Author(s):  
Moises Goldszmidt ◽  
Miroslaw Malek ◽  
Simin Nadjm-Tehrani ◽  
Priya Narasimhan ◽  
Felix Salfner ◽  
...  

Systems with high dependability requirements are increasingly relying on complex on-line fault management systems. Such fault management systems involve a combination of multiple steps – monitoring, data analysis, planning, and execution – that are typically independently developed and optimized. We argue that it is inefficient and ineffective to improve any particular fault management step without taking into account its interactions and dependencies with the rest of the steps. Through six real-life examples, we demonstrate this inefficiency and how it results in systems that either under-perform or are over-budget. We propose a holistic approach to fault management that is aware of all relevant aspects, and explicitly considers the couplings between the different fault management steps. We believe it will produce systems that will better meet cost, performance, and dependability objectives.



2005 ◽  
Vol 10 (1) ◽  
pp. 157-167
Author(s):  
Alina M. Ionescu-Graff ◽  
Cheryl F. Newman ◽  
Chi-Hung Kelvin Chu ◽  
Bhadrayu J. Trivedi ◽  
Benjamin Tang ◽  
...  




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