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The authors clearly state that the requirements for implementing failure recovery mechanisms on grids comprise support for diverse failure handling strategies, separation of failure handling policies from application codes, and user-defined exception handling.
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Furthermore, we discuss the limitations and implement failure analysis of the proposed method.
A key decision to implement failure detectors is the choice of algorithm to compute a precise timeout interval.
An adaptive failure detector can automatically update the timeout intervals and for this reason it is generally chosen to implement failure detectors on real networks [16].
The most common approach to implement failure detectors is to employ heartbeat messages, which are sent periodically by every monitored process.
Lima and Macedo in [21] explore artificial neural networks in order to implement failure detectors that dynamically adapt themselves to communication load conditions.
The failure of the face-sheets was predicted by implementing Hou failure criteria and a procedure to degrade material properties in a user subroutine (VUMAT).
Bertier et al. [9] extend the approach proposed by Chen et al. by implementing a failure detector in two layers: an adaption layer runs on top of a traditional heartbeat-based failure detector.
Each process accesses a local module implementing the failure detector, which basically outputs a list of processes suspected of having failed.
When the corrective maintenance strategy is applied, maintenance is not implemented until failure occurs [32].
Technology-driven change initiatives are often difficult to implement and failure rates are high.
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